Company evidence / Experience dataset
Dataset context
Scorebook Structure
Information Structure · Shannon diagnostics
Outcome / grade funnel
Grade distribution
Feedback latency
What am I seeing?
The operating experience available to the company.
Why does it matter?
Compounding Expertise requires more than data volume; decisions must connect to actions, outcomes, and meaningful grades.
What should I do?
Inspect summary statistics, then examine overrides, failures, edge cases, and unresolved cases to understand what the dataset actually teaches.
Experience dataset
Synthetic dispute/fraud cases designed from publicly documented Casap workflows to demonstrate the CE analytical framework. These rows are not Casap production data and must not be used as empirical evidence about Casap.
Company evidence
Public sources can inform the company model and diligence analysis. They do not provide production decision → action → outcome → grade records for scorebook or Information Structure measurement.
PRODUCTION CASE DATA NOT AVAILABLE
Epistemic context
The Lab selected this evidence-grounded simulation automatically because no production CaseSet is available. It maximizes analytical usefulness subject to epistemic integrity: the simulation shows what the CE machinery would measure, but it does not become evidence about Casap.
300 cases → 291 eligible for chronological experiments. 5 groups; 60 decision patterns; 0 rows with duplicate case IDs excluded from experiments.
Results below are computed from the selected cases. Save a run to preserve its inputs and results.
291/300 cases contain linked decisions, actions, outcomes and resolved grades.
Measures usable feedback coverage; grade reliability requires independent regrading.
Next test: Audit incomplete rows and independently regrade a sample.
Validation selected base-rate; final-test Brier 0.246 versus base-rate 0.246 on 59 cases. The final-set leader is blended (0.223): the ranking changed across windows. The validation-selected model is retained, not replaced after seeing test outcomes.
Tests whether past experience predicts grades on later cases. It does not measure improvement from choosing different actions.
Next test: Compare decisions made with and without the selected learner on a new evaluation batch.
With a fixed pooled estimator and evaluation set, Brier 0.224 → 0.217 → 0.215 → 0.224 as training grows through 58 / 116 / 174 / 232 cases. The learning curve reverses direction: more history is not consistently better.
A fixed-test learning curve measures whether additional historical cases help this estimator; results may be non-monotonic.
Next test: Repeat on a fresh time window and examine changing case mix.
Reconstruction has not been tested: no challenger with restricted data access or a calibration budget has been evaluated.
The grade-prediction models share historical data access. Their scores cannot establish how cheaply a competitor could reproduce the capability.
Next test: Compare against a challenger restricted to public features, rules and a fixed calibration budget.
291/300 cases carry finite economic values; mean recorded value 1230.016.
Grade-stratified values describe recorded stakes. Units and currency must be consistent before aggregation; these are not causal savings estimates.
Next test: Specify the value unit and compare policy outcomes under matched evaluation conditions.
Question
Does changing the decision policy improve outcomes?
Unlike the predictive probes, this simulator evaluates chosen actions against known potential outcomes.
Output
Result + reusable CaseSet
The run can create an explicitly synthetic child dataset and apply its conditional conclusion downstream.
Choose the debate and assumptions above. No downstream conclusion changes until you review and apply the run.
Use the selected experience dataset to choose the highest-value mechanism tests, then generate decision worlds with known alternative-action outcomes. Simulations establish conditional boundaries; they remain separate from observed company evidence.
Automatic plan for this dataset
300 cases · 5 customer groups · 60 patterns
300 selected cases imply 5 customer groups, 28/60 recurring patterns shared across groups, and an early-to-late resolved-grade shift of 2 percentage points.
Recommended program
Dataset calibrated
The app selected the mechanisms and parameter ranges most useful for this dataset.
Run the suite
Inspect thresholds, negative results, and the assumptions under which each mechanism works.
Your confirmation required
Nothing changes elsewhere until you apply the reviewed conclusions.
Run the recommended suite for automatic boundaries, or open the custom controls to test one specific world.
EXPERIENCE ENRICHMENT · Casap Public-Evidence-Grounded Simulation V0.1
0/300 cases have the full proposed trial-data contract. 0/8 field groups are complete.
Field coverage is not validation of randomization, overlap, or causal identification. Existing descriptive and predictive analyses remain available.
This is a field-coverage assistant. It does not change your cases or infer missing facts.
PRIORITY 1 · 0/300 cases covered
Allows richer interpretation without leaking outcomes into predictors.
Next action: Capture only information available at the decision timestamp; exclude grades, outcomes, and simulator truth.
Unlocks: learning causality, cross customer transfer
PRIORITY 2 · 0/300 cases covered
Defines which policy made the decision and the comparison being tested.
Next action: Log model/policy version at execution and a stable experiment ID with the assigned treatment/control arm.
Unlocks: learning causality, economic materiality
PRIORITY 3 · 0/300 cases covered
Supports a trial design audit; arm probability is not action propensity.
Next action: Record the actual probability of assigned trial arm at assignment time. Do not reconstruct it from observed outcome rates.
Unlocks: learning causality, cross customer transfer
| Field group | Coverage | Source fields | Collection action |
|---|---|---|---|
| Decision → action → outcome → grade | 291/300 · PARTIAL | externalCaseId, agentDecision, actionTaken, outcome, grade | Join event logs on stable case IDs; resolve missing grades without inventing outcomes. |
| Decision and feedback timing | 291/300 · PARTIAL | decisionAt, actionAt, outcomeAt | Use event timestamps, including when feedback became available; require decision ≤ action ≤ outcome. |
| Stable customer identity | 0/300 · MISSING | notes.ceExperiment.customerId | Use pseudonymous tenant/customer IDs. Do not turn a segment label into a customer identity. |
Scorebook Structure
DERIVED — SYNTHETIC SIMULATION
Information Structure · Shannon diagnostics
Case volume is not the same thing as information volume. These diagnostics are descriptive, not proof of learning or Power.
Experience funnel
Outcome completion
n=291/300
Grade coverage
n=291/300
Median feedback latency
n=291
Human override rate
n=51/300
Edge-case rate
n=76/300
DERIVED — SYNTHETIC SIMULATION
Median: 23 days
Use these deterministic slices to jump into the same Case Explorer below. Counts are calculated from the active CaseSet only.
Question
A large scorebook is not necessarily an informative scorebook.
What this examines
Whether additional experience continues expanding observed information structure, or mostly repeats already represented case patterns.
Limit
These diagnostics do not establish learning causality, model improvement, cross-customer transfer, or durable Power.
Case count measures experience volume. Shannon-style information measures help distinguish a large scorebook from a diverse one, and repeated observations from newly observed structural states.
The CE strategic question is whether additional experience continues contributing useful information that competitors cannot easily reconstruct. Entropy, repetition, novelty, and mutual information do not prove that by themselves.
This is not an effective case count or an information score. It keeps separate volume, pattern structure, novelty, and outcome association.
Most diverse measured dimension
Decision class spans 3 categories; the largest category (dispute_next_action) contains 41% of usable rows.
Entropy 1.56 bits · max 1.58 bits · normalized 0.98 · n=300
DERIVED — SYNTHETIC SIMULATION
Pattern repetition
204 of 300 cases share a V0.1 case-pattern signature with at least one other case. This estimates structural repetition, not information worthlessness.
165 unique patterns · 96 singleton patterns · repeated-pattern share 68%
DERIVED — SYNTHETIC SIMULATION
Structural novelty
The first cohort introduced 73 new patterns per 100 cases; the latest introduced 40 per 100.
First cohort 73% · latest cohort 40% · chronology n=300/300
This is the atomic object of Compounding Expertise: Context → Agent → Human → Action → Outcome → Grade.
| Case ID | Decision class | Agent decision | Human decision | Action taken | Outcome | Grade | Feedback latency | Flags |
|---|---|---|---|---|---|---|---|---|
casap-public-sim-001ContextCredit Union C card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $824 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:1 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 |
Starting graded cases: 291. Median feedback delay: 23 days (n=291). Information value, transferability, and learning efficiency remain theoretical assumptions in this pass.
SIMULATED · virtual
300 cases · SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED — NOT COMPANY DATA
Enables Experience UX, Information Structure demonstration, and diligence design. Does not establish actual company scorebook properties, learning causality, transfer, or Power.
Currently selectedPUBLIC EVIDENCE ONLY · virtual
0 cases · UNKNOWN / DILIGENCE REQUIRED
Uses public/company evidence only. Case-level diagnostics and Information Structure are unavailable.
Open datasetProduction / observed
Import or connect anonymized production/data-room cases when available. This remains future infrastructure in this Lab pass.
Correct-grade rate: early 0.621, late 0.576.
Descriptive time shift may reflect case mix, policy or grading changes; it is not attributed to learning.
Next test: Compare matched decision types across time and identify policy/model versions.
Chronological 60/20/20; tied timestamps stay together; feedback must precede prediction; final-test labels never select a model. Lowest validation Brier; ties prefer the simpler model. Fixed Beta(1,1) base prior and four-case pattern shrinkage.
Descriptive estimator comparisons; no significance or causal claim. Final-test comparisons and learning curves are reported together, not cherry-picked.
| Model | Validation Brier | Final-test Brier | Selected before final evaluation |
|---|---|---|---|
| base-rate | 0.248 | 0.246 | Yes |
| pooled | 0.273 | 0.224 | No |
| local | 0.268 | 0.228 | No |
| blended | 0.267 | 0.223 | No |
Features: decisionClassId/sourceRecordType, caseType, customerSegment (local/blended only). Target: Predict CORRECT versus other resolved grades.
Observed-data experiment adapter · automatically applied to the selected dataset
The adapter mapped available fields into 6 tests. Results flow into each debate’s sub-thesis verdicts, the Power map, and investment synthesis; blocked questions become specific experiment requirements.
97% of selected cases link decision, action, outcome, and resolved grade.
Interpretation: The selected dataset is sufficiently complete to analyze the operating feedback loop.
Boundary: Coverage establishes that experience is captured; it does not independently validate grading quality or prove that the system learns from it.
Next: Independently regrade a stratified sample and audit missing links.
Validation selected the base-rate model; richer historical models produced no validated out-of-sample gain.
Interpretation: The selected cases do not clear the pre-set 0.005 Brier materiality threshold versus the simple base-rate benchmark.
Boundary: This is a time-safe predictive test, not proof that deployed learning caused better actions or economic outcomes.
Next: Run a versioned or randomized action-policy comparison on a new batch.
No material pooling advantage Local minus pooled Brier: 0.003.
Interpretation: 28/59 patterns cross segments; 0/5 evaluated segments show material negative transfer. The positive pooled-learning sub-thesis fails the pre-set 0.005 Brier materiality threshold in this dataset.
Boundary: Groups are customer segments, not identified customers. This tests transfer of grade prediction; improving chosen actions requires an action-policy experiment.
Next: Repeat with verified customer identities and compare pooled versus local action policies on held-out customers.
Expanding from the earliest cohort to full history changed Brier by -0.000; the curve reverses direction.
Interpretation: The positive marginal-value sub-thesis fails: the gain is below 0.005 Brier or reverses as history grows.
Boundary: The result is estimator- and time-window-specific and does not by itself establish causal policy improvement.
Next: Repeat on a fresh time window and isolate new patterns from changing case mix.
25% of development history reaches within 0.005 Brier of the full-history estimator.
Interpretation: A relatively small historical subset reproduces nearly all measured predictive performance, which weakens a raw-history durability claim.
Boundary: This is an internal history-ablation proxy, not a competitor-access, public-data, or calibration-budget challenger test.
Next: Run a budgeted challenger using only public features, compressed rules, synthetic cases, and limited calibration.
291/300 selected cases include finite economic outcome values.
Interpretation: The dataset can describe stakes and grade-associated outcomes, but cannot yet identify incremental value caused by a better policy.
Boundary: Units must be consistent, and observed association is not causal incremental value.
Next: Define value units and compare matched or randomized policy outcomes net of operating cost.
Case rows cannot establish contractual retention, training, or cross-customer reuse rights.
Interpretation: This question correctly routes to contracts, governance, and operational-access evidence.
Boundary: Inferring legal permission from technical availability would be invalid.
Next: Review contracts and data governance against the intended learning uses.
Selected cases alone cannot establish switching costs, scale economies, brand, or counter-positioning.
Interpretation: Case data may quantify product performance, while durable barriers require customer, cost, workflow, and competitive evidence.
Boundary: Do not infer a Helmer Power solely from case volume or predictive accuracy.
Next: Join workflow adoption, replacement, pricing, cost, and competitor evidence to the analysis.
| Pre-decision feature snapshot | 0/300 · MISSING | notes.ceExperiment.preDecisionFeatures | Capture only information available at the decision timestamp; exclude grades, outcomes, and simulator truth. |
| Policy/version and trial arm | 0/300 · MISSING | notes.ceExperiment.policyVersion, experimentId, trialArm | Log model/policy version at execution and a stable experiment ID with the assigned treatment/control arm. |
| Randomized arm assignment probability | 0/300 · MISSING | notes.ceExperiment.assignmentProbability | Record the actual probability of assigned trial arm at assignment time. Do not reconstruct it from observed outcome rates. |
| Net economic outcome, units, and costs | 0/300 · MISSING | outcomeValue; notes.ceExperiment.valueUnit, operatingCost | Store net outcomeValue plus explicit unit/currency and recorded cost. Use one unit per comparison or convert explicitly. |
| Grading method | 0/300 · MISSING | notes.ceExperiment.gradingMethod | Document grade rubric, grader, and independent regrade procedure; simulated optimal-action grades remain simulator truth. |
JSON in the existing case Notes field under ceExperiment; preserve unrelated notes in a separate text property. Fill from source logs and paste into each corresponding case's Notes editor. Null placeholders are missing, not facts. This plan does not automatically backfill any case or enable a causal estimator.
{
"ceExperiment": {
"schemaVersion": 1,
"customerId": null,
"policyVersion": null,
"experimentId": null,
"trialArm": null,
"assignmentProbability": null,
"valueUnit": null,
"operatingCost": null,
"preDecisionFeatures": {},
"gradingMethod": null
}
}Open case ledgerThis is descriptive dataset quality, not a Compounding Expertise score.
A complete scorebook can still fail to create Compounding Expertise if grades do not improve future behavior or if the resulting expertise is easily reproduced.
Agent correctness
n=291 resolvable grades
Economic outcome
avg $1,230; n=291
Synthetic rows
n=300/300
A large dataset is not necessarily expertise. We are looking for cases that reduce uncertainty about future decisions.
Information Structure now describes diversity, repetition, structural novelty, and descriptive outcome information. Future layers still require separate experiments or stronger data.
Overrides where the human final decision differs from the agent decision: 51 (17% of cases).
Resolvable override grades: 51. Correct/partially correct: 43 (84%). Incorrect: 8 (16%).
Override economic outcome where available: $57,264 across n=51. This is observational, not causal proof of human value.
DERIVED — SYNTHETIC SIMULATION
Outcome information
Some recorded categorical attributes are descriptively associated with reduced grade uncertainty. This is association, not causality.
Top association: Case type → Grade · 0.35 bits · 23% observed uncertainty reduction
DESCRIPTIVE ASSOCIATION — NOT CAUSAL EVIDENCE
A scorebook can grow rapidly while the amount of newly observed structure grows slowly. Marginal novelty asks whether additional cases continue exposing states the existing scorebook has not already represented.
New structural patterns are not automatically valuable information, and repeated patterns can still improve probability estimates.
These are diligence questions suggested by simulated structure, not conclusions about Casap. They route toward Marginal Information Value, Cross-Customer Transfer, Learning Causality, and Rebuildability / Compression.
Shannon entropy: H(X) = -sum p(x) log2 p(x). Normalized entropy divides by log2(K) when at least two categories are represented.
Case-pattern signature: V0.1 uses populated categorical fields from decision class, case type, customer segment, and action taken. Grade remains an outcome/target variable, not part of the structural pattern signature. Missing values are reported separately and are not treated as substantive categories by default.
Pattern repetition: Repeated pattern means identical under the declared V0.1 signature. It does not mean semantic duplication or zero information.
Structural novelty: Cases are ordered by decision date, then action date, then outcome date. Each cohort only compares against patterns observed in earlier cohorts, avoiding future leakage.
Mutual information: I(X;Y) describes how much knowing a recorded categorical attribute reduces uncertainty about grade in this CaseSet. V0.1 reports empirical mutual information without finite-sample bias correction, so small or sparse samples are descriptive only. It does not imply causality, feature usefulness, model learning, economic value, generalization, or Power.
Sample-size conventions: n < 20 is insufficient for interpretation; 20-49 is small-sample/descriptive only; n ≥ 50 permits descriptive interpretation. Fields with less than 70% coverage are marked limited coverage.
Next analytical layer: Compressibility / Reconstruction: Information Structure asks what information the scorebook contains. A future reconstruction test will ask how cheaply a capable challenger can reproduce the useful decision policy from public information, synthetic data, and limited calibration cases.
Future cross-customer information transfer: Customer diversity creates an opportunity to test transfer; it does not demonstrate transfer. Transfer requires held-out cross-customer performance evidence.
Future nonstationarity: Chronology and cohorts can later support distribution-shift, emerging-case-type, and regime-change diagnostics. V0.1 does not attempt drift detection.
Information Structure describes statistical structure in the available CaseSet. It does not establish that the system learned from the data, that the information is economically valuable, that it is proprietary, or that competitors cannot reproduce it.
Status: Synthetic illustrative data
externalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes
feedbackLatencyDays, resolvedStatus, decisionClassLabel, flags
| Unmapped decision class |
| Request additional information |
| Unavailable |
| Request additional information |
| Synthetic favorable dispute/fraud outcome |
| CORRECT |
| 27 days |
| synthetic |
casap-public-sim-002ContextCredit Union B card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,052 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:2 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-003ContextCredit Union D duplicate charge / consumer documentation gap case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 14 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,222 Grade confidence: 0.95 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:3 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 14 days | synthetic |
casap-public-sim-004ContextCredit Union D card-not-present fraud / policy exception case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionRequest additional informationSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $3,489 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:4 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Request additional information | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 21 days | overridesynthetic |
casap-public-sim-005ContextCredit Union C card-not-present fraud / consumer documentation gap case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,514 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:5 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 29 days | incorrectsynthetic |
casap-public-sim-006ContextCredit Union A recurring-subscription dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,017 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:6 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 23 days | synthetic |
casap-public-sim-007ContextCredit Union A merchant dispute / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 11 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,366 Grade confidence: 0.95 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:7 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 11 days | synthetic |
casap-public-sim-008ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $612 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:8 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 20 days | partialsynthetic |
casap-public-sim-009ContextCredit Union E merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $899 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:9 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 29 days | partialsynthetic |
casap-public-sim-010ContextCredit Union E duplicate charge case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 36 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $972 Grade confidence: 0.76 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:10 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 36 days | edgesynthetic |
casap-public-sim-011ContextCredit Union B ACH dispute / policy exception case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,091 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:11 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 26 days | synthetic |
casap-public-sim-012ContextCredit Union E duplicate charge case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $822 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:12 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 17 days | synthetic |
casap-public-sim-013ContextCredit Union A card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$792 Grade confidence: 0.84 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:13 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic unfavorable outcome / preventable loss | INCORRECT | 20 days | incorrectsynthetic |
casap-public-sim-014ContextCredit Union E merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 14 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,688 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:14 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 14 days | synthetic |
casap-public-sim-015ContextCredit Union E edge/ambiguous dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionOptimize evidenceSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 44 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $966 Grade confidence: 0.73 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:15 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Optimize evidence | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 44 days | overrideedgesynthetic |
casap-public-sim-016ContextCredit Union B merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,004 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:16 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 21 days | synthetic |
casap-public-sim-017ContextCredit Union B merchant dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,229 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:17 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic unfavorable outcome / preventable loss | INCORRECT | 17 days | incorrectsynthetic |
casap-public-sim-018ContextCredit Union D duplicate charge case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,060 Grade confidence: 0.95 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:18 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-019ContextCredit Union D service not received / policy exception case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,678 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:19 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-020ContextCredit Union C account takeover / suspicious transaction / consumer documentation gap case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 32 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $3,814 Grade confidence: 0.7 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:20 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Issue/progress provisional credit where appropriate | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 32 days | overrideedgesynthetic |
casap-public-sim-021ContextCredit Union B service not received / merchant descriptor mismatch case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionContinue investigationSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $1,122 Grade confidence: 0.75 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:21 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Continue investigation | Continue investigation | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 29 days | overridepartialedgesynthetic |
casap-public-sim-022ContextCredit Union E card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 30 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $411 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:22 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 30 days | partialsynthetic |
casap-public-sim-023ContextCredit Union D card-not-present fraud / high-value exposure case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 40 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,644 Grade confidence: 0.77 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:23 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 40 days | partialedgesynthetic |
casap-public-sim-024ContextCredit Union A ACH dispute / high-value exposure case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,508 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:24 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 24 days | incorrectsynthetic |
casap-public-sim-025ContextCredit Union E card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $3,890 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:25 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Escalate for human review | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 23 days | overridesynthetic |
casap-public-sim-026ContextCredit Union B account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,515 Grade confidence: 0.76 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:26 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 25 days | partialedgesynthetic |
casap-public-sim-027ContextCredit Union A merchant dispute / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,792 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:27 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 27 days | synthetic |
casap-public-sim-028ContextCredit Union E merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,985 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:28 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 20 days | synthetic |
casap-public-sim-029ContextCredit Union E account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionPrepare/file chargebackSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 35 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $1,450 Grade confidence: 0.75 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:29 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Prepare/file chargeback | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 35 days | overridepartialedgesynthetic |
casap-public-sim-030ContextCredit Union D edge/ambiguous dispute case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 36 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $496 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:30 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Issue/progress provisional credit where appropriate | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 36 days | overridepartialedgesynthetic |
casap-public-sim-031ContextCredit Union A merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $674 Grade confidence: 0.72 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:31 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 26 days | partialedgesynthetic |
casap-public-sim-032ContextCredit Union C card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 19 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,178 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:32 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 19 days | synthetic |
casap-public-sim-033ContextCredit Union A recurring-subscription dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 10 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $962 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:33 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 10 days | synthetic |
casap-public-sim-034ContextCredit Union C service not received case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $783 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:34 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 25 days | partialsynthetic |
casap-public-sim-035ContextCredit Union D merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $2,203 Grade confidence: 0.78 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:35 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 28 days | edgesynthetic |
casap-public-sim-036ContextCredit Union C card-not-present fraud / missing receipt case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideAgent incorrectEconomic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, incorrect, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: -$2,404 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:36 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Issue/progress provisional credit where appropriate | Issue/progress provisional credit where appropriate | Synthetic unfavorable outcome / preventable loss | INCORRECT | 17 days | overrideincorrectsynthetic |
casap-public-sim-037ContextCredit Union A recurring-subscription dispute / merchant descriptor mismatch case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 35 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,663 Grade confidence: 0.78 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:37 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 35 days | edgesynthetic |
casap-public-sim-038ContextCredit Union D merchant dispute / consumer documentation gap case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,485 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:38 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 29 days | synthetic |
casap-public-sim-039ContextCredit Union B card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 15 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,070 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:39 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 15 days | synthetic |
casap-public-sim-040ContextCredit Union A duplicate charge / consumer documentation gap case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 13 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $987 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:40 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 13 days | synthetic |
casap-public-sim-041ContextCredit Union A service not received case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,070 Grade confidence: 0.84 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:41 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-042ContextCredit Union B service not received case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,032 Grade confidence: 0.73 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:42 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 26 days | partialedgesynthetic |
casap-public-sim-043ContextCredit Union A merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,246 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:43 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic unfavorable outcome / preventable loss | INCORRECT | 23 days | incorrectsynthetic |
casap-public-sim-044ContextCredit Union A merchant dispute / merchant descriptor mismatch case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 33 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $2,002 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:44 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 33 days | edgesynthetic |
casap-public-sim-045ContextCredit Union E merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeUnavailableSOURCE / RAW FIELDGradeUNRESOLVEDSOURCE / RAW FIELD Why this case may matter Unresolved CE-derived fields Feedback latency: Unavailable Resolved status: unresolved Decision class label: Unmapped decision class Flags: unresolved, synthetic Source / raw attributes Human override: No Edge case: No Economic value: Unavailable Grade confidence: Unavailable Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:45 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Unavailable | UNRESOLVED | Unavailable | unresolvedsynthetic |
casap-public-sim-046ContextCredit Union B merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $888 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:46 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 27 days | partialsynthetic |
casap-public-sim-047ContextCredit Union D card-not-present fraud / high-value exposure case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,237 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:47 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 17 days | synthetic |
casap-public-sim-048ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionPrepare/file chargebackSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $875 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:48 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Prepare/file chargeback | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 20 days | overridesynthetic |
casap-public-sim-049ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $446 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:49 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 22 days | partialsynthetic |
casap-public-sim-050ContextCredit Union A merchant dispute / merchant descriptor mismatch case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEdge caseEconomic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: -$1,436 Grade confidence: 0.79 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:50 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic unfavorable outcome / preventable loss | INCORRECT | 22 days | incorrectedgesynthetic |
casap-public-sim-051ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,118 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:51 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 17 days | synthetic |
casap-public-sim-052ContextCredit Union E account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionRequest additional informationSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 44 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $1,616 Grade confidence: 0.75 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:52 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Request additional information | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 44 days | overridepartialedgesynthetic |
casap-public-sim-053ContextCredit Union E card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,655 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:53 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-054ContextCredit Union A merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recorded CE-derived fields Feedback latency: 30 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,749 Grade confidence: 0.76 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:54 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 30 days | edgesynthetic |
casap-public-sim-055ContextCredit Union A recurring-subscription dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $1,238 Grade confidence: 0.95 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:55 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Escalate for human review | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 26 days | overridesynthetic |
casap-public-sim-056ContextCredit Union A recurring-subscription dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,030 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:56 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 17 days | synthetic |
casap-public-sim-057ContextCredit Union C service not received case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $798 Grade confidence: 0.84 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:57 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 27 days | partialsynthetic |
casap-public-sim-058ContextCredit Union E duplicate charge case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,102 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:58 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 20 days | synthetic |
casap-public-sim-059ContextCredit Union B service not received / merchant descriptor mismatch case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $690 Grade confidence: 0.79 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:59 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 29 days | partialedgesynthetic |
casap-public-sim-060ContextCredit Union A service not received case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $839 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:60 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 23 days | partialsynthetic |
casap-public-sim-061ContextCredit Union A card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionPrepare/file chargebackSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $1,785 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:61 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Prepare/file chargeback | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 24 days | overridepartialedgesynthetic |
casap-public-sim-062ContextCredit Union D merchant dispute / policy exception case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionPrepare/file chargebackSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $1,589 Grade confidence: 0.95 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:62 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Prepare/file chargeback | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 23 days | overridesynthetic |
casap-public-sim-063ContextCredit Union A card-not-present fraud / missing receipt case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,765 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:63 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 25 days | synthetic |
casap-public-sim-064ContextCredit Union D service not received / missing receipt case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 16 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,037 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:64 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 16 days | synthetic |
casap-public-sim-065ContextCredit Union A card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,195 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:65 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 26 days | synthetic |
casap-public-sim-066ContextCredit Union B card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,409 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:66 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 23 days | synthetic |
casap-public-sim-067ContextCredit Union D card-not-present fraud / consumer documentation gap case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,387 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:67 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 27 days | synthetic |
casap-public-sim-068ContextCredit Union A card-present unauthorized transaction / late network response case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $621 Grade confidence: 0.72 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:68 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 20 days | partialedgesynthetic |
casap-public-sim-069ContextCredit Union B card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $526 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:69 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 25 days | partialsynthetic |
casap-public-sim-070ContextCredit Union C merchant dispute / repeat merchant case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,931 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:70 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 29 days | synthetic |
casap-public-sim-071ContextCredit Union A merchant dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,253 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:71 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic unfavorable outcome / preventable loss | INCORRECT | 21 days | incorrectsynthetic |
casap-public-sim-072ContextCredit Union D ACH dispute / high-value exposure case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,583 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:72 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 26 days | partialsynthetic |
casap-public-sim-073ContextCredit Union E duplicate charge / consumer documentation gap case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeUnavailableSOURCE / RAW FIELDGradeUNRESOLVEDSOURCE / RAW FIELD Why this case may matter Unresolved CE-derived fields Feedback latency: Unavailable Resolved status: unresolved Decision class label: Unmapped decision class Flags: unresolved, synthetic Source / raw attributes Human override: No Edge case: No Economic value: Unavailable Grade confidence: Unavailable Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:73 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Unavailable | UNRESOLVED | Unavailable | unresolvedsynthetic |
casap-public-sim-074ContextCredit Union C card-present unauthorized transaction / repeat merchant case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,102 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:74 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 22 days | partialsynthetic |
casap-public-sim-075ContextCredit Union D merchant dispute / consumer documentation gap case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 36 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,430 Grade confidence: 0.69 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:75 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 36 days | edgesynthetic |
casap-public-sim-076ContextCredit Union E merchant dispute / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,203 Grade confidence: 0.84 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:76 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 27 days | synthetic |
casap-public-sim-077ContextCredit Union A duplicate charge / missing receipt case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 14 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,273 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:77 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 14 days | synthetic |
casap-public-sim-078ContextCredit Union B merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,061 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:78 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic unfavorable outcome / preventable loss | INCORRECT | 24 days | incorrectsynthetic |
casap-public-sim-079ContextCredit Union A merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,545 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:79 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 28 days | synthetic |
casap-public-sim-080ContextCredit Union D ACH dispute case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,907 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:80 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 23 days | synthetic |
casap-public-sim-081ContextCredit Union B ACH dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,254 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:81 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 20 days | synthetic |
casap-public-sim-082ContextCredit Union A card-present unauthorized transaction / consumer documentation gap case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 30 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,180 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:82 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 30 days | synthetic |
casap-public-sim-083ContextCredit Union C ACH dispute case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionContinue investigationSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $3,271 Grade confidence: 0.95 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:83 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Continue investigation | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 27 days | overridesynthetic |
casap-public-sim-084ContextCredit Union D service not received case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,142 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:84 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 25 days | synthetic |
casap-public-sim-085ContextCredit Union B card-not-present fraud / merchant descriptor mismatch case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 34 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $3,253 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:85 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 34 days | edgesynthetic |
casap-public-sim-086ContextCredit Union D card-not-present fraud / consumer documentation gap case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,793 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:86 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 26 days | synthetic |
casap-public-sim-087ContextCredit Union A merchant dispute / merchant descriptor mismatch case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEdge caseEconomic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: -$985 Grade confidence: 0.74 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:87 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic unfavorable outcome / preventable loss | INCORRECT | 28 days | incorrectedgesynthetic |
casap-public-sim-088ContextCredit Union C duplicate charge case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 18 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $828 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:88 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 18 days | synthetic |
casap-public-sim-089ContextCredit Union B card-not-present fraud / late network response case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeUnavailableSOURCE / RAW FIELDGradeUNRESOLVEDSOURCE / RAW FIELD Why this case may matter Edge caseUnresolved CE-derived fields Feedback latency: Unavailable Resolved status: unresolved Decision class label: Unmapped decision class Flags: edge, unresolved, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: Unavailable Grade confidence: Unavailable Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:89 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Unavailable | UNRESOLVED | Unavailable | edgeunresolvedsynthetic |
casap-public-sim-090ContextCredit Union B card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionContinue investigationSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 15 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $3,734 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:90 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Continue investigation | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 15 days | overridesynthetic |
casap-public-sim-091ContextCredit Union D account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionOptimize evidenceSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideAgent incorrectEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 33 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, incorrect, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: -$1,837 Grade confidence: 0.79 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:91 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Optimize evidence | Optimize evidence | Synthetic unfavorable outcome / preventable loss | INCORRECT | 33 days | overrideincorrectedgesynthetic |
casap-public-sim-092ContextCredit Union D merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,681 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:92 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 27 days | synthetic |
casap-public-sim-093ContextCredit Union A merchant dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 19 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,412 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:93 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 19 days | synthetic |
casap-public-sim-094ContextCredit Union D card-present unauthorized transaction / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 16 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,417 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:94 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 16 days | synthetic |
casap-public-sim-095ContextCredit Union C ACH dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 15 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,180 Grade confidence: 0.95 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:95 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 15 days | synthetic |
casap-public-sim-096ContextCredit Union C merchant dispute / merchant descriptor mismatch case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recorded CE-derived fields Feedback latency: 19 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,909 Grade confidence: 0.73 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:96 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 19 days | edgesynthetic |
casap-public-sim-097ContextCredit Union D card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $975 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:97 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 21 days | synthetic |
casap-public-sim-098ContextCredit Union A duplicate charge / high-value exposure case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $463 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:98 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 22 days | partialsynthetic |
casap-public-sim-099ContextCredit Union A card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionOptimize evidenceSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 16 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $816 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:99 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Optimize evidence | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 16 days | overridesynthetic |
casap-public-sim-100ContextCredit Union C ACH dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,515 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:100 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic unfavorable outcome / preventable loss | INCORRECT | 21 days | incorrectsynthetic |
casap-public-sim-101ContextCredit Union B card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 12 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,846 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:101 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 12 days | synthetic |
casap-public-sim-102ContextCredit Union C card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 13 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $815 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:102 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 13 days | synthetic |
casap-public-sim-103ContextCredit Union D card-not-present fraud / policy exception case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 30 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,647 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:103 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 30 days | synthetic |
casap-public-sim-104ContextCredit Union E edge/ambiguous dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEdge caseEconomic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: -$663 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:104 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 29 days | incorrectedgesynthetic |
casap-public-sim-105ContextCredit Union D merchant dispute / consumer documentation gap case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEdge caseEconomic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: -$1,163 Grade confidence: 0.75 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:105 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic unfavorable outcome / preventable loss | INCORRECT | 24 days | incorrectedgesynthetic |
casap-public-sim-106ContextCredit Union C ACH dispute case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,766 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:106 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic unfavorable outcome / preventable loss | INCORRECT | 26 days | incorrectsynthetic |
casap-public-sim-107ContextCredit Union B card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeUnavailableSOURCE / RAW FIELDGradeUNRESOLVEDSOURCE / RAW FIELD Why this case may matter Unresolved CE-derived fields Feedback latency: Unavailable Resolved status: unresolved Decision class label: Unmapped decision class Flags: unresolved, synthetic Source / raw attributes Human override: No Edge case: No Economic value: Unavailable Grade confidence: Unavailable Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:107 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Unavailable | UNRESOLVED | Unavailable | unresolvedsynthetic |
casap-public-sim-108ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeUnavailableSOURCE / RAW FIELDGradeUNRESOLVEDSOURCE / RAW FIELD Why this case may matter Unresolved CE-derived fields Feedback latency: Unavailable Resolved status: unresolved Decision class label: Unmapped decision class Flags: unresolved, synthetic Source / raw attributes Human override: No Edge case: No Economic value: Unavailable Grade confidence: Unavailable Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:108 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Unavailable | UNRESOLVED | Unavailable | unresolvedsynthetic |
casap-public-sim-109ContextCredit Union A merchant dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,106 Grade confidence: 0.8 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:109 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 21 days | partialedgesynthetic |
casap-public-sim-110ContextCredit Union C service not received case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 19 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,852 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:110 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 19 days | synthetic |
casap-public-sim-111ContextCredit Union B account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideAgent incorrectEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 41 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, incorrect, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: -$1,650 Grade confidence: 0.7 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:111 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Escalate for human review | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 41 days | overrideincorrectedgesynthetic |
casap-public-sim-112ContextCredit Union C service not received case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionRequest additional informationSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEconomic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $756 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:112 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Request additional information | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 20 days | overridepartialsynthetic |
casap-public-sim-113ContextCredit Union A recurring-subscription dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 14 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,314 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:113 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 14 days | synthetic |
casap-public-sim-114ContextCredit Union A duplicate charge / missing receipt case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$597 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:114 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 17 days | incorrectsynthetic |
casap-public-sim-115ContextCredit Union B account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionOptimize evidenceSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideAgent incorrectEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 42 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, incorrect, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: -$1,616 Grade confidence: 0.7 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:115 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Optimize evidence | Optimize evidence | Synthetic unfavorable outcome / preventable loss | INCORRECT | 42 days | overrideincorrectedgesynthetic |
casap-public-sim-116ContextCredit Union D merchant dispute / policy exception case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,912 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:116 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-117ContextCredit Union C ACH dispute case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionOptimize evidenceSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $2,404 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:117 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Optimize evidence | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 20 days | overridesynthetic |
casap-public-sim-118ContextCredit Union D card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $510 Grade confidence: 0.72 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:118 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Escalate for human review | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 28 days | overridepartialedgesynthetic |
casap-public-sim-119ContextCredit Union A recurring-subscription dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 12 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $472 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:119 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 12 days | partialsynthetic |
casap-public-sim-120ContextCredit Union D card-not-present fraud / policy exception case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,534 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:120 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-121ContextCredit Union A card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,550 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:121 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 17 days | synthetic |
casap-public-sim-122ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 13 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $884 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:122 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 13 days | synthetic |
casap-public-sim-123ContextCredit Union D card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionContinue investigationSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideAgent incorrectEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 38 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, incorrect, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: -$1,961 Grade confidence: 0.77 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:123 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Continue investigation | Continue investigation | Synthetic unfavorable outcome / preventable loss | INCORRECT | 38 days | overrideincorrectedgesynthetic |
casap-public-sim-124ContextCredit Union B recurring-subscription dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $609 Grade confidence: 0.76 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:124 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Escalate for human review | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 23 days | overridepartialedgesynthetic |
casap-public-sim-125ContextCredit Union C card-present unauthorized transaction / repeat merchant case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 19 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,312 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:125 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 19 days | synthetic |
casap-public-sim-126ContextCredit Union C card-not-present fraud / policy exception case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $2,519 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:126 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Issue/progress provisional credit where appropriate | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 28 days | overridesynthetic |
casap-public-sim-127ContextCredit Union A card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recordedLong feedback CE-derived fields Feedback latency: 31 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $628 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:127 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 31 days | partialsynthetic |
casap-public-sim-128ContextCredit Union B ACH dispute / cross-channel claim case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 19 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,483 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:128 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 19 days | synthetic |
casap-public-sim-129ContextCredit Union D card-not-present fraud / high-value exposure case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionRequest additional informationSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideAgent incorrectEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 38 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, incorrect, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: -$1,554 Grade confidence: 0.77 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:129 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Request additional information | Request additional information | Synthetic unfavorable outcome / preventable loss | INCORRECT | 38 days | overrideincorrectedgesynthetic |
casap-public-sim-130ContextCredit Union E card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionRequest additional informationSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 32 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $2,581 Grade confidence: 0.69 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:130 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Request additional information | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 32 days | overrideedgesynthetic |
casap-public-sim-131ContextCredit Union B merchant dispute / consumer documentation gap case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 14 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $1,809 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:131 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Escalate for human review | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 14 days | overridesynthetic |
casap-public-sim-132ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionPrepare/file chargebackSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $586 Grade confidence: 0.76 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:132 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Prepare/file chargeback | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 21 days | overridepartialedgesynthetic |
casap-public-sim-133ContextCredit Union A account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 35 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $2,468 Grade confidence: 0.79 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:133 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 35 days | edgesynthetic |
casap-public-sim-134ContextCredit Union C ACH dispute / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,755 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:134 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 29 days | partialsynthetic |
casap-public-sim-135ContextCredit Union C card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 13 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,808 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:135 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 13 days | synthetic |
casap-public-sim-136ContextCredit Union D card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,810 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:136 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 26 days | synthetic |
casap-public-sim-137ContextCredit Union E card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 39 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $3,063 Grade confidence: 0.78 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:137 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 39 days | edgesynthetic |
casap-public-sim-138ContextCredit Union B card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,649 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:138 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 21 days | incorrectsynthetic |
casap-public-sim-139ContextCredit Union A recurring-subscription dispute / high-value exposure case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $936 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:139 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 21 days | synthetic |
casap-public-sim-140ContextCredit Union E card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 16 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,703 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:140 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 16 days | synthetic |
casap-public-sim-141ContextCredit Union B merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionOptimize evidenceSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEconomic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $1,019 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:141 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Optimize evidence | Optimize evidence | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 17 days | overridepartialsynthetic |
casap-public-sim-142ContextCredit Union A service not received / cross-channel claim case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $984 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:142 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 17 days | partialsynthetic |
casap-public-sim-143ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $915 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:143 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 25 days | synthetic |
casap-public-sim-144ContextCredit Union B duplicate charge / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,171 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:144 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-145ContextCredit Union C service not received case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 15 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $912 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:145 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 15 days | partialsynthetic |
casap-public-sim-146ContextCredit Union A merchant dispute / consumer documentation gap case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,010 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:146 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 26 days | synthetic |
casap-public-sim-147ContextCredit Union B card-not-present fraud / merchant descriptor mismatch case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $3,465 Grade confidence: 0.76 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:147 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 27 days | edgesynthetic |
casap-public-sim-148ContextCredit Union D edge/ambiguous dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 35 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: -$492 Grade confidence: 0.79 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:148 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic unfavorable outcome / preventable loss | INCORRECT | 35 days | incorrectedgesynthetic |
casap-public-sim-149ContextCredit Union A service not received case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,165 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:149 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 24 days | synthetic |
casap-public-sim-150ContextCredit Union C account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideAgent incorrectEdge caseEconomic value recorded CE-derived fields Feedback latency: 30 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, incorrect, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: -$2,052 Grade confidence: 0.7 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:150 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Escalate for human review | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 30 days | overrideincorrectedgesynthetic |
casap-public-sim-151ContextCredit Union E duplicate charge / late network response case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $619 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:151 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 25 days | partialsynthetic |
casap-public-sim-152ContextCredit Union D merchant dispute / consumer documentation gap case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,065 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:152 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 23 days | partialsynthetic |
casap-public-sim-153ContextCredit Union D duplicate charge case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,213 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:153 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 28 days | synthetic |
casap-public-sim-154ContextCredit Union C card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,174 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:154 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 26 days | synthetic |
casap-public-sim-155ContextCredit Union C ACH dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,726 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:155 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 29 days | partialsynthetic |
casap-public-sim-156ContextCredit Union A merchant dispute / consumer documentation gap case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 33 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,961 Grade confidence: 0.74 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:156 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 33 days | edgesynthetic |
casap-public-sim-157ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionContinue investigationSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $996 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:157 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Continue investigation | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 25 days | overridesynthetic |
casap-public-sim-158ContextCredit Union D merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,020 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:158 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 24 days | synthetic |
casap-public-sim-159ContextCredit Union B account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 31 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,499 Grade confidence: 0.7 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:159 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 31 days | partialedgesynthetic |
casap-public-sim-160ContextCredit Union A card-present unauthorized transaction / consumer documentation gap case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$792 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:160 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic unfavorable outcome / preventable loss | INCORRECT | 23 days | incorrectsynthetic |
casap-public-sim-161ContextCredit Union A card-not-present fraud / missing receipt case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 19 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,456 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:161 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 19 days | synthetic |
casap-public-sim-162ContextCredit Union A merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeUnavailableSOURCE / RAW FIELDGradeUNRESOLVEDSOURCE / RAW FIELD Why this case may matter Unresolved CE-derived fields Feedback latency: Unavailable Resolved status: unresolved Decision class label: Unmapped decision class Flags: unresolved, synthetic Source / raw attributes Human override: No Edge case: No Economic value: Unavailable Grade confidence: Unavailable Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:162 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Unavailable | UNRESOLVED | Unavailable | unresolvedsynthetic |
casap-public-sim-163ContextCredit Union B recurring-subscription dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionPrepare/file chargebackSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 33 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $934 Grade confidence: 0.78 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:163 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Prepare/file chargeback | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 33 days | overrideedgesynthetic |
casap-public-sim-164ContextCredit Union A account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $3,748 Grade confidence: 0.78 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:164 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Issue/progress provisional credit where appropriate | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 29 days | overrideedgesynthetic |
casap-public-sim-165ContextCredit Union D card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 16 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,127 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:165 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 16 days | synthetic |
casap-public-sim-166ContextCredit Union B card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,771 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:166 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 29 days | synthetic |
casap-public-sim-167ContextCredit Union A merchant dispute / merchant descriptor mismatch case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionContinue investigationSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $1,472 Grade confidence: 0.75 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:167 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Continue investigation | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 29 days | overrideedgesynthetic |
casap-public-sim-168ContextCredit Union C duplicate charge case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $850 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:168 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 29 days | synthetic |
casap-public-sim-169ContextCredit Union A recurring-subscription dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 12 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $818 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:169 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 12 days | synthetic |
casap-public-sim-170ContextCredit Union A duplicate charge / missing receipt case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 16 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $807 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:170 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 16 days | synthetic |
casap-public-sim-171ContextCredit Union E card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 15 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,709 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:171 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 15 days | synthetic |
casap-public-sim-172ContextCredit Union B recurring-subscription dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 13 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $1,076 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:172 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Escalate for human review | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 13 days | overridesynthetic |
casap-public-sim-173ContextCredit Union E merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 18 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,933 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:173 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 18 days | synthetic |
casap-public-sim-174ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$624 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:174 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic unfavorable outcome / preventable loss | INCORRECT | 22 days | incorrectsynthetic |
casap-public-sim-175ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $482 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:175 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 22 days | partialsynthetic |
casap-public-sim-176ContextCredit Union B card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 18 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,812 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:176 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 18 days | synthetic |
casap-public-sim-177ContextCredit Union C ACH dispute case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,479 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:177 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 24 days | synthetic |
casap-public-sim-178ContextCredit Union A service not received / cross-channel claim case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 38 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $2,205 Grade confidence: 0.72 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:178 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 38 days | edgesynthetic |
casap-public-sim-179ContextCredit Union A service not received / cross-channel claim case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 15 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,333 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:179 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 15 days | incorrectsynthetic |
casap-public-sim-180ContextCredit Union C service not received case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,136 Grade confidence: 0.95 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:180 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 27 days | partialsynthetic |
casap-public-sim-181ContextCredit Union C merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,346 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:181 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic unfavorable outcome / preventable loss | INCORRECT | 23 days | incorrectsynthetic |
casap-public-sim-182ContextCredit Union A card-present unauthorized transaction / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recordedLong feedback CE-derived fields Feedback latency: 32 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,380 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:182 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 32 days | incorrectsynthetic |
casap-public-sim-183ContextCredit Union B recurring-subscription dispute / policy exception case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $528 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:183 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 26 days | partialsynthetic |
casap-public-sim-184ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeUnavailableSOURCE / RAW FIELDGradeUNRESOLVEDSOURCE / RAW FIELD Why this case may matter Unresolved CE-derived fields Feedback latency: Unavailable Resolved status: unresolved Decision class label: Unmapped decision class Flags: unresolved, synthetic Source / raw attributes Human override: No Edge case: No Economic value: Unavailable Grade confidence: Unavailable Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:184 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Unavailable | UNRESOLVED | Unavailable | unresolvedsynthetic |
casap-public-sim-185ContextCredit Union A card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,110 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:185 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 23 days | synthetic |
casap-public-sim-186ContextCredit Union C card-present unauthorized transaction / policy exception case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionRequest additional informationSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 18 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $1,045 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:186 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Request additional information | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 18 days | overridesynthetic |
casap-public-sim-187ContextCredit Union C card-not-present fraud / repeat merchant case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,501 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:187 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-188ContextCredit Union C card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,662 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:188 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 21 days | synthetic |
casap-public-sim-189ContextCredit Union A card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$2,018 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:189 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic unfavorable outcome / preventable loss | INCORRECT | 26 days | incorrectsynthetic |
casap-public-sim-190ContextCredit Union C card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 14 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,950 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:190 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 14 days | synthetic |
casap-public-sim-191ContextCredit Union B duplicate charge case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionContinue investigationSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $898 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:191 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Continue investigation | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 23 days | overridesynthetic |
casap-public-sim-192ContextCredit Union D edge/ambiguous dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionOptimize evidenceSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 32 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $1,222 Grade confidence: 0.75 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:192 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Optimize evidence | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 32 days | overrideedgesynthetic |
casap-public-sim-193ContextCredit Union C card-not-present fraud / merchant descriptor mismatch case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionPrepare/file chargebackSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $3,167 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:193 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Prepare/file chargeback | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 26 days | overrideedgesynthetic |
casap-public-sim-194ContextCredit Union B service not received / consumer documentation gap case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionRequest additional informationSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $2,150 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:194 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Request additional information | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 28 days | overridesynthetic |
casap-public-sim-195ContextCredit Union A duplicate charge case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $918 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:195 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 20 days | synthetic |
casap-public-sim-196ContextCredit Union C recurring-subscription dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $930 Grade confidence: 0.84 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:196 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 24 days | synthetic |
casap-public-sim-197ContextCredit Union B duplicate charge / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $947 Grade confidence: 0.73 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:197 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 25 days | partialedgesynthetic |
casap-public-sim-198ContextCredit Union A recurring-subscription dispute / policy exception case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionRequest additional informationSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $1,305 Grade confidence: 0.8 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:198 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Request additional information | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 23 days | overrideedgesynthetic |
casap-public-sim-199ContextCredit Union A account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionContinue investigationSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 34 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $3,766 Grade confidence: 0.75 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:199 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Continue investigation | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 34 days | overrideedgesynthetic |
casap-public-sim-200ContextCredit Union D recurring-subscription dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 38 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $567 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:200 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 38 days | partialedgesynthetic |
casap-public-sim-201ContextCredit Union B service not received / cross-channel claim case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,478 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:201 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 27 days | synthetic |
casap-public-sim-202ContextCredit Union A merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,359 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:202 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 24 days | synthetic |
casap-public-sim-203ContextCredit Union D duplicate charge case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 13 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $525 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:203 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 13 days | partialsynthetic |
casap-public-sim-204ContextCredit Union C ACH dispute / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recordedLong feedback CE-derived fields Feedback latency: 33 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,598 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:204 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 33 days | synthetic |
casap-public-sim-205ContextCredit Union A card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,176 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:205 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 20 days | synthetic |
casap-public-sim-206ContextCredit Union A recurring-subscription dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 13 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $902 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:206 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 13 days | synthetic |
casap-public-sim-207ContextCredit Union C merchant dispute / repeat merchant case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 33 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $759 Grade confidence: 0.72 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:207 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 33 days | partialedgesynthetic |
casap-public-sim-208ContextCredit Union B card-not-present fraud / late network response case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 16 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,305 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:208 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 16 days | partialsynthetic |
casap-public-sim-209ContextCredit Union E edge/ambiguous dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 31 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $393 Grade confidence: 0.72 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:209 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Issue/progress provisional credit where appropriate | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 31 days | overridepartialedgesynthetic |
casap-public-sim-210ContextCredit Union C ACH dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,122 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:210 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 20 days | synthetic |
casap-public-sim-211ContextCredit Union E account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $2,654 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:211 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 29 days | edgesynthetic |
casap-public-sim-212ContextCredit Union C duplicate charge case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,035 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:212 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 21 days | synthetic |
casap-public-sim-213ContextCredit Union A card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 13 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$624 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:213 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic unfavorable outcome / preventable loss | INCORRECT | 13 days | incorrectsynthetic |
casap-public-sim-214ContextCredit Union C card-not-present fraud / consumer documentation gap case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,304 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:214 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-215ContextCredit Union B ACH dispute / cross-channel claim case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,892 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:215 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 24 days | synthetic |
casap-public-sim-216ContextCredit Union C recurring-subscription dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 10 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $631 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:216 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 10 days | partialsynthetic |
casap-public-sim-217ContextCredit Union C card-present unauthorized transaction / policy exception case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,093 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:217 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 17 days | synthetic |
casap-public-sim-218ContextCredit Union C card-not-present fraud / consumer documentation gap case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recordedLong feedback CE-derived fields Feedback latency: 32 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,257 Grade confidence: 0.84 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:218 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 32 days | partialsynthetic |
casap-public-sim-219ContextCredit Union E card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,445 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:219 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 21 days | partialsynthetic |
casap-public-sim-220ContextCredit Union C duplicate charge case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 16 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $556 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:220 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 16 days | partialsynthetic |
casap-public-sim-221ContextCredit Union C card-present unauthorized transaction / repeat merchant case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 18 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,117 Grade confidence: 0.95 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:221 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic unfavorable outcome / preventable loss | INCORRECT | 18 days | incorrectsynthetic |
casap-public-sim-222ContextCredit Union E card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,541 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:222 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 25 days | synthetic |
casap-public-sim-223ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $568 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:223 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 17 days | partialsynthetic |
casap-public-sim-224ContextCredit Union A recurring-subscription dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 12 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,110 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:224 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 12 days | synthetic |
casap-public-sim-225ContextCredit Union B ACH dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionRequest additional informationSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEconomic value recordedLong feedback CE-derived fields Feedback latency: 31 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $1,318 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:225 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Request additional information | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 31 days | overridepartialsynthetic |
casap-public-sim-226ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$661 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:226 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic unfavorable outcome / preventable loss | INCORRECT | 23 days | incorrectsynthetic |
casap-public-sim-227ContextCredit Union B card-not-present fraud / late network response case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,810 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:227 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 17 days | synthetic |
casap-public-sim-228ContextCredit Union A card-not-present fraud / missing receipt case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeUnavailableSOURCE / RAW FIELDGradeUNRESOLVEDSOURCE / RAW FIELD Why this case may matter Unresolved CE-derived fields Feedback latency: Unavailable Resolved status: unresolved Decision class label: Unmapped decision class Flags: unresolved, synthetic Source / raw attributes Human override: No Edge case: No Economic value: Unavailable Grade confidence: Unavailable Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:228 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Unavailable | UNRESOLVED | Unavailable | unresolvedsynthetic |
casap-public-sim-229ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 18 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $858 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:229 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 18 days | synthetic |
casap-public-sim-230ContextCredit Union D card-not-present fraud / policy exception case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,162 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:230 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 20 days | partialsynthetic |
casap-public-sim-231ContextCredit Union C ACH dispute case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionContinue investigationSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $1,325 Grade confidence: 0.79 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:231 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Continue investigation | Continue investigation | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 27 days | overridepartialedgesynthetic |
casap-public-sim-232ContextCredit Union D duplicate charge case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 13 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $933 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:232 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 13 days | synthetic |
casap-public-sim-233ContextCredit Union C merchant dispute / repeat merchant case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $1,874 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:233 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Escalate for human review | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 17 days | overridesynthetic |
casap-public-sim-234ContextCredit Union A card-present unauthorized transaction / consumer documentation gap case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $580 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:234 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 17 days | partialsynthetic |
casap-public-sim-235ContextCredit Union D card-not-present fraud / high-value exposure case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,568 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:235 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-236ContextCredit Union B card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $802 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:236 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 25 days | synthetic |
casap-public-sim-237ContextCredit Union A duplicate charge / missing receipt case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $523 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:237 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 17 days | partialsynthetic |
casap-public-sim-238ContextCredit Union C card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionPrepare/file chargebackSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 12 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $1,121 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:238 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Prepare/file chargeback | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 12 days | overridesynthetic |
casap-public-sim-239ContextCredit Union C card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $635 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:239 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Escalate for human review | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 29 days | overridepartialedgesynthetic |
casap-public-sim-240ContextCredit Union B emerging wallet-token dispute case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 37 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $493 Grade confidence: 0.75 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:240 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 37 days | partialedgesynthetic |
casap-public-sim-241ContextCredit Union A card-present unauthorized transaction / repeat merchant case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $710 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:241 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 29 days | partialsynthetic |
casap-public-sim-242ContextCredit Union A ACH dispute case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,997 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:242 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic unfavorable outcome / preventable loss | INCORRECT | 26 days | incorrectsynthetic |
casap-public-sim-243ContextCredit Union A card-present unauthorized transaction / high-value exposure case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 12 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,224 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:243 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 12 days | synthetic |
casap-public-sim-244ContextCredit Union D ACH dispute / policy exception case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 40 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: -$2,329 Grade confidence: 0.74 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:244 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 40 days | incorrectedgesynthetic |
casap-public-sim-245ContextCredit Union B card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,102 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:245 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 24 days | synthetic |
casap-public-sim-246ContextCredit Union D merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,691 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:246 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 28 days | synthetic |
casap-public-sim-247ContextCredit Union B card-present unauthorized transaction / high-value exposure case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $458 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:247 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 20 days | partialsynthetic |
casap-public-sim-248ContextCredit Union B card-not-present fraud / merchant descriptor mismatch case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionPrepare/file chargebackSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideAgent incorrectEdge caseEconomic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, incorrect, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: -$2,078 Grade confidence: 0.79 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:248 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Prepare/file chargeback | Prepare/file chargeback | Synthetic unfavorable outcome / preventable loss | INCORRECT | 26 days | overrideincorrectedgesynthetic |
casap-public-sim-249ContextCredit Union B duplicate charge case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 16 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,259 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:249 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 16 days | synthetic |
casap-public-sim-250ContextCredit Union C card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeUnavailableSOURCE / RAW FIELDGradeUNRESOLVEDSOURCE / RAW FIELD Why this case may matter Unresolved CE-derived fields Feedback latency: Unavailable Resolved status: unresolved Decision class label: Unmapped decision class Flags: unresolved, synthetic Source / raw attributes Human override: No Edge case: No Economic value: Unavailable Grade confidence: Unavailable Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:250 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Unavailable | UNRESOLVED | Unavailable | unresolvedsynthetic |
casap-public-sim-251ContextCredit Union A duplicate charge case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $904 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:251 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 26 days | synthetic |
casap-public-sim-252ContextCredit Union A edge/ambiguous dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 36 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $438 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:252 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Issue/progress provisional credit where appropriate | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 36 days | overridepartialedgesynthetic |
casap-public-sim-253ContextCredit Union C edge/ambiguous dispute / cross-channel claim case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideAgent incorrectEdge caseEconomic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, incorrect, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: -$639 Grade confidence: 0.7 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:253 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Escalate for human review | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 28 days | overrideincorrectedgesynthetic |
casap-public-sim-254ContextCredit Union E recurring-subscription dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionPrepare/file chargebackSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 15 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $1,070 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:254 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Prepare/file chargeback | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 15 days | overridesynthetic |
casap-public-sim-255ContextCredit Union A merchant dispute / cross-channel claim case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 19 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,657 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:255 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 19 days | synthetic |
casap-public-sim-256ContextCredit Union A duplicate charge / missing receipt case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 19 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,172 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:256 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 19 days | synthetic |
casap-public-sim-257ContextCredit Union A merchant dispute / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 14 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,608 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:257 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 14 days | synthetic |
casap-public-sim-258ContextCredit Union A ACH dispute / high-value exposure case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recordedLong feedback CE-derived fields Feedback latency: 34 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$1,986 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:258 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 34 days | incorrectsynthetic |
casap-public-sim-259ContextCredit Union A card-present unauthorized transaction / repeat merchant case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionContinue investigationSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 23 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $1,111 Grade confidence: 0.79 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:259 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Continue investigation | Continue investigation | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 23 days | overridepartialedgesynthetic |
casap-public-sim-260ContextCredit Union C card-not-present fraud / merchant descriptor mismatch case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionRequest additional informationSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 32 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $3,455 Grade confidence: 0.7 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:260 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Request additional information | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 32 days | overrideedgesynthetic |
casap-public-sim-261ContextCredit Union A card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,163 Grade confidence: 0.9 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:261 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 29 days | synthetic |
casap-public-sim-262ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,015 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:262 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 25 days | synthetic |
casap-public-sim-263ContextCredit Union A card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,748 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:263 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 20 days | partialsynthetic |
casap-public-sim-264ContextCredit Union A card-present unauthorized transaction / late network response case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 19 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $552 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:264 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 19 days | partialsynthetic |
casap-public-sim-265ContextCredit Union C card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $2,452 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:265 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Issue/progress provisional credit where appropriate | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 26 days | overridesynthetic |
casap-public-sim-266ContextCredit Union A service not received / cross-channel claim case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 33 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,120 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:266 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 33 days | partialedgesynthetic |
casap-public-sim-267ContextCredit Union B service not received / merchant descriptor mismatch case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEdge caseEconomic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: -$1,434 Grade confidence: 0.79 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:267 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 25 days | incorrectedgesynthetic |
casap-public-sim-268ContextCredit Union C card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,327 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:268 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 28 days | synthetic |
casap-public-sim-269ContextCredit Union B service not received / cross-channel claim case for dispute next action.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $728 Grade confidence: 0.95 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:269 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 28 days | partialsynthetic |
casap-public-sim-270ContextCredit Union D recurring-subscription dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $886 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:270 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 24 days | synthetic |
casap-public-sim-271ContextCredit Union D card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionContinue investigationSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $2,493 Grade confidence: 0.76 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:271 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Continue investigation | Continue investigation | Synthetic favorable dispute/fraud outcome | CORRECT | 21 days | overrideedgesynthetic |
casap-public-sim-272ContextCredit Union B account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $1,653 Grade confidence: 0.74 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:272 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Issue/progress provisional credit where appropriate | Issue/progress provisional credit where appropriate | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 27 days | overridepartialedgesynthetic |
casap-public-sim-273ContextCredit Union E account takeover / suspicious transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEdge caseEconomic value recorded CE-derived fields Feedback latency: 30 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,807 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:273 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 30 days | partialedgesynthetic |
casap-public-sim-274ContextCredit Union A card-present unauthorized transaction / consumer documentation gap case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,292 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:274 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 24 days | synthetic |
casap-public-sim-275ContextCredit Union D merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,736 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:275 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 28 days | synthetic |
casap-public-sim-276ContextCredit Union B merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,179 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:276 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 26 days | synthetic |
casap-public-sim-277ContextCredit Union C merchant dispute / merchant descriptor mismatch case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEdge caseEconomic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: -$1,440 Grade confidence: 0.7 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:277 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic unfavorable outcome / preventable loss | INCORRECT | 25 days | incorrectedgesynthetic |
casap-public-sim-278ContextCredit Union D duplicate charge case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 26 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $845 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:278 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic favorable dispute/fraud outcome | CORRECT | 26 days | synthetic |
casap-public-sim-279ContextCredit Union A card-present unauthorized transaction / repeat merchant case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 28 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,896 Grade confidence: 0.85 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:279 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 28 days | synthetic |
casap-public-sim-280ContextCredit Union C recurring-subscription dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 12 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,016 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:280 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 12 days | synthetic |
casap-public-sim-281ContextCredit Union A service not received / cross-channel claim case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$927 Grade confidence: 0.93 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:281 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 22 days | incorrectsynthetic |
casap-public-sim-282ContextCredit Union B duplicate charge / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 20 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $830 Grade confidence: 0.87 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:282 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 20 days | partialsynthetic |
casap-public-sim-283ContextCredit Union A card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 11 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $474 Grade confidence: 0.94 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:283 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 11 days | partialsynthetic |
casap-public-sim-284ContextCredit Union B card-not-present fraud / merchant descriptor mismatch case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionRequest additional informationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recorded CE-derived fields Feedback latency: 24 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $2,660 Grade confidence: 0.72 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:284 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Request additional information | Unavailable | Request additional information | Synthetic favorable dispute/fraud outcome | CORRECT | 24 days | edgesynthetic |
casap-public-sim-285ContextCredit Union D card-not-present fraud / high-value exposure case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,804 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:285 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-286ContextCredit Union B duplicate charge / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 15 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,163 Grade confidence: 0.95 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:286 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 15 days | synthetic |
casap-public-sim-287ContextCredit Union B card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,312 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:287 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 27 days | synthetic |
casap-public-sim-288ContextCredit Union C ACH dispute case for dispute next action.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 29 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $2,722 Grade confidence: 0.86 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:288 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 29 days | synthetic |
casap-public-sim-289ContextCredit Union C ACH dispute / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEconomic value recordedLong feedback CE-derived fields Feedback latency: 33 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, synthetic Source / raw attributes Human override: Yes Edge case: No Economic value: $3,395 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:289 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Escalate for human review | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 33 days | overridesynthetic |
casap-public-sim-290ContextCredit Union A merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionOptimize evidenceSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenOptimize evidenceSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 15 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $887 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:290 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Optimize evidence | Unavailable | Optimize evidence | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 15 days | partialsynthetic |
casap-public-sim-291ContextCredit Union B service not received / consumer documentation gap case for dispute next action.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 25 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,574 Grade confidence: 0.91 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:291 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 25 days | synthetic |
casap-public-sim-292ContextCredit Union E card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $3,606 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:292 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | synthetic |
casap-public-sim-293ContextCredit Union A card-not-present fraud case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEconomic value recorded CE-derived fields Feedback latency: 16 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, synthetic Source / raw attributes Human override: No Edge case: No Economic value: -$2,057 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:293 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic unfavorable outcome / preventable loss | INCORRECT | 16 days | incorrectsynthetic |
casap-public-sim-294ContextCredit Union C card-present unauthorized transaction case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenIssue/progress provisional credit where appropriateSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 27 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $836 Grade confidence: 0.92 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:294 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Unavailable | Issue/progress provisional credit where appropriate | Synthetic favorable dispute/fraud outcome | CORRECT | 27 days | synthetic |
casap-public-sim-295ContextCredit Union B merchant dispute case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionRequest additional informationSOURCE / RAW FIELDAction TakenRequest additional informationSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Human overridePartially correct gradeEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 31 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, partial, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $734 Grade confidence: 0.73 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:295 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Request additional information | Request additional information | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 31 days | overridepartialedgesynthetic |
casap-public-sim-296ContextCredit Union C ACH dispute / repeat merchant case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic partially favorable outcome with remediationSOURCE / RAW FIELDGradePARTIALLY_CORRECTSOURCE / RAW FIELD Why this case may matter Partially correct gradeEconomic value recorded CE-derived fields Feedback latency: 17 days Resolved status: resolved Decision class label: Unmapped decision class Flags: partial, synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,457 Grade confidence: 0.88 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:296 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic partially favorable outcome with remediation | PARTIALLY CORRECT | 17 days | partialsynthetic |
casap-public-sim-297ContextCredit Union A recurring-subscription dispute / merchant descriptor mismatch case for chargeback likelihood / evidence strategy.SOURCE / RAW FIELDAgent DecisionPrepare/file chargebackSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenPrepare/file chargebackSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Edge caseEconomic value recorded CE-derived fields Feedback latency: 22 days Resolved status: resolved Decision class label: Unmapped decision class Flags: edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: $1,493 Grade confidence: 0.71 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:297 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Prepare/file chargeback | Unavailable | Prepare/file chargeback | Synthetic favorable dispute/fraud outcome | CORRECT | 22 days | edgesynthetic |
casap-public-sim-298ContextCredit Union B card-present unauthorized transaction case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionEscalate for human reviewSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Economic value recorded CE-derived fields Feedback latency: 21 days Resolved status: resolved Decision class label: Unmapped decision class Flags: synthetic Source / raw attributes Human override: No Edge case: No Economic value: $1,164 Grade confidence: 0.89 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:298 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Escalate for human review | Unavailable | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 21 days | synthetic |
casap-public-sim-299ContextCredit Union C card-present unauthorized transaction / repeat merchant case for dispute next action.SOURCE / RAW FIELDAgent DecisionIssue/progress provisional credit where appropriateSOURCE / RAW FIELDHuman InterventionEscalate for human reviewSOURCE / RAW FIELDAction TakenEscalate for human reviewSOURCE / RAW FIELDOutcomeSynthetic favorable dispute/fraud outcomeSOURCE / RAW FIELDGradeCORRECTSOURCE / RAW FIELD Why this case may matter Human overrideEdge caseEconomic value recorded CE-derived fields Feedback latency: 19 days Resolved status: resolved Decision class label: Unmapped decision class Flags: override, edge, synthetic Source / raw attributes Human override: Yes Edge case: Yes Economic value: $2,208 Grade confidence: 0.73 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:299 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Issue/progress provisional credit where appropriate | Escalate for human review | Escalate for human review | Synthetic favorable dispute/fraud outcome | CORRECT | 19 days | overrideedgesynthetic |
casap-public-sim-300ContextCredit Union D new merchant descriptor mismatch case for fraud likelihood / first-party fraud assessment.SOURCE / RAW FIELDAgent DecisionContinue investigationSOURCE / RAW FIELDHuman InterventionNo override capturedSOURCE / RAW FIELDAction TakenContinue investigationSOURCE / RAW FIELDOutcomeSynthetic unfavorable outcome / preventable lossSOURCE / RAW FIELDGradeINCORRECTSOURCE / RAW FIELD Why this case may matter Agent incorrectEdge caseEconomic value recordedLong feedback CE-derived fields Feedback latency: 38 days Resolved status: resolved Decision class label: Unmapped decision class Flags: incorrect, edge, synthetic Source / raw attributes Human override: No Edge case: Yes Economic value: -$1,054 Grade confidence: 0.72 Provenance CaseSet: Casap Public-Evidence-Grounded Simulation V0.1 Source type/system: SYNTHETIC_SIMULATION / SYNTHETIC SIMULATION — PUBLIC-EVIDENCE-GROUNDED Record: casap-public-simulation-v0.1:300 Route: /compounding-expertise/scorebook#information-structure Model / policy: public-evidence-simulation-v0.1 / public-workflow-assumption-v0.1 Experiment / run: casap-public-synthetic-scorebook-v0.1 Status: Synthetic illustrative data Raw field inventorySource / raw fieldsexternalCaseId, customerSegment, caseType, context, agentDecision, agentConfidence, humanDecision, humanOverride, actionTaken, outcome, outcomeValue, grade, gradeConfidence, decisionAt, actionAt, outcomeAt, isEdgeCase, isSynthetic, sourceLabel, sourceRecordId, sourceRecordType, sourceRecordRoute, notes CE-derived fieldsfeedbackLatencyDays, resolvedStatus, decisionClassLabel, flags | Unmapped decision class | Continue investigation | Unavailable | Continue investigation | Synthetic unfavorable outcome / preventable loss | INCORRECT | 38 days | incorrectedgesynthetic |
Start with human overrides, incorrect or partially correct grades, edge cases, and unresolved cases. Those rows reveal what the dataset actually teaches.
This analytical dataset is virtual or public-evidence-only, so row editing is disabled here. Import production data or open a persisted CaseSet to edit rows.
Experience describes what the available cases contain. Debates asks which unresolved propositions determine whether that experience becomes durable Compounding Expertise.