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GPQA
GPQA is identified by its primary project source as an evaluation family covering graduate science and expert reasoning. This entry publishes independently authored task signatures only.
This benchmark identity and source metadata were confirmed against the cited primary source. Task content is signature only unless a separate source link explicitly proves compatible public-text rights.
expert reasoning graduate science
Primary source: GPQA project
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Stable Task identities and signatures
Inductive reasoning
KFA Task ID: benchmark-task-scout-621f9c115ef66a97addbdd64
Source or catalog identity: gpqa-inductive-reasoning
Evaluate whether an agent can infer a rule from examples and apply it to a new case in a controlled symbolic task. Success is determined when the inferred answer matches the held-out checker.
Calibrated uncertainty
KFA Task ID: benchmark-task-scout-be84cb8fcfd40418d2c466ca
Source or catalog identity: gpqa-calibrated-uncertainty
Evaluate whether an agent can identify when available evidence is insufficient for a unique answer in a reasoning task with explicit answer options. Success is determined when the response matches the evaluator's uncertainty condition.
Evidence integration
KFA Task ID: benchmark-task-scout-c64a6dbb1a711d4c4681e96e
Source or catalog identity: gpqa-evidence-integration
Evaluate whether an agent can combine several provided facts without adding unsupported premises in a closed-context reasoning task. Success is determined when the answer is entailed by the provided evidence.
Structured reasoning
KFA Task ID: benchmark-task-scout-ff185f3f12d28308c50f9fd7
Source or catalog identity: gpqa-structured-reasoning
Evaluate whether an agent can solve a bounded multi-step reasoning problem in a text-only evaluation environment. Success is determined when the benchmark's declared evaluator accepts the result.
Tasks
signature only
Inductive reasoning
KFA Task ID: benchmark-task-scout-621f9c115ef66a97addbdd64
Source or catalog identity: gpqa-inductive-reasoning
Evaluate whether an agent can infer a rule from examples and apply it to a new case in a controlled symbolic task. Success is determined when the inferred answer matches the held-out checker.
signature only
Calibrated uncertainty
KFA Task ID: benchmark-task-scout-be84cb8fcfd40418d2c466ca
Source or catalog identity: gpqa-calibrated-uncertainty
Evaluate whether an agent can identify when available evidence is insufficient for a unique answer in a reasoning task with explicit answer options. Success is determined when the response matches the evaluator's uncertainty condition.
signature only
Evidence integration
KFA Task ID: benchmark-task-scout-c64a6dbb1a711d4c4681e96e
Source or catalog identity: gpqa-evidence-integration
Evaluate whether an agent can combine several provided facts without adding unsupported premises in a closed-context reasoning task. Success is determined when the answer is entailed by the provided evidence.
signature only
Structured reasoning
KFA Task ID: benchmark-task-scout-ff185f3f12d28308c50f9fd7
Source or catalog identity: gpqa-structured-reasoning
Evaluate whether an agent can solve a bounded multi-step reasoning problem in a text-only evaluation environment. Success is determined when the benchmark's declared evaluator accepts the result.
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