# Card Corpus V2 family roadmap

Rows audited: 229,026
Gate implementation: 52/52
Tokenizer execution: all families
Split execution: passed

| Priority | Family | Rows | Behavior | Integrity | Distribution | Near duplicates | Length | Splits | Tokenizer |
|---|---|---:|---|---|---|---|---|---|---|
| PASS | brainstorming_creativity | 384 | — | — | — | — | — | passed | passed |
| PASS | casual_conversation | 52,794 | — | — | — | — | — | passed | passed |
| PASS | context_clarification | 9,216 | — | — | — | — | — | passed | passed |
| PASS | conversation_empathy | 2,048 | — | — | — | — | — | passed | passed |
| PASS | critique_revision | 64 | — | — | — | — | — | passed | passed |
| PASS | explanation_learning | 36,040 | — | — | — | — | — | passed | passed |
| PASS | extraction_classification | 3,456 | — | — | — | — | — | passed | passed |
| PASS | grounded_qa | 4,608 | — | — | — | — | — | passed | passed |
| PASS | planning_comparison | 384 | — | — | — | — | — | passed | passed |
| PASS | practical_action | 384 | — | — | — | — | — | passed | passed |
| PASS | reasoning_verification | 108,000 | — | — | — | — | — | passed | passed |
| PASS | safety_uncertainty | 3,072 | — | — | — | — | — | passed | passed |
| PASS | summarization_synthesis | 4,096 | — | — | — | — | — | passed | passed |
| PASS | troubleshooting | 384 | — | — | — | — | — | passed | passed |
| PASS | writing_transformation | 4,096 | — | — | — | — | — | passed | passed |

## Measured rates

| Family | Prompt copy | Internal repeat | Abstract rubric | Prompt collision | Final collision |
|---|---:|---:|---:|---:|---:|
| brainstorming_creativity | 0.0% | 0.0% | 0.0% | 0.0% | 9.1% |
| casual_conversation | 1.5% | 0.2% | 0.2% | 7.8% | 8.8% |
| context_clarification | 0.0% | 0.0% | 0.0% | 6.7% | 5.1% |
| conversation_empathy | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| critique_revision | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| explanation_learning | 0.0% | 0.0% | 8.0% | 0.7% | 8.1% |
| extraction_classification | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| grounded_qa | 0.0% | 0.0% | 0.0% | 4.5% | 3.5% |
| planning_comparison | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| practical_action | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| reasoning_verification | 0.0% | 0.0% | 0.0% | 0.8% | 4.8% |
| safety_uncertainty | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| summarization_synthesis | 0.0% | 0.0% | 0.0% | 0.0% | 4.9% |
| troubleshooting | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| writing_transformation | 0.0% | 0.0% | 0.0% | 0.0% | 3.5% |

## Family actions

### PASS — brainstorming_creativity


### PASS — casual_conversation


### PASS — context_clarification


### PASS — conversation_empathy


### PASS — critique_revision


### PASS — explanation_learning


### PASS — extraction_classification


### PASS — grounded_qa


### PASS — planning_comparison


### PASS — practical_action


### PASS — reasoning_verification


### PASS — safety_uncertainty


### PASS — summarization_synthesis


### PASS — troubleshooting


### PASS — writing_transformation