ungrounded_exemplar_use¶

Description: ungrounded exemplar use.

• Severity: medium
• Requires human review: no
• Aliases: irrelevant_exemplar_unsourced

Signals¶

• ungrounded_exemplar_use
• context_engineering

Detection¶

context_packet_scorecard_and_eval_suite

Prevention¶

apply authority hierarchy, provenance, freshness, budget, and bounded retrieval policy

Recovery¶

rebuild context packet from authoritative sources, compact, and rerun affected verification

Mitigating Harnesses¶

• None declared.

Ledger Stats¶

• Recurring-failure counts are read from the reliability ledger when release scorecards are produced.