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add ambiguous claims to contradictions when penalized is true #2644

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Merged
penguine-ip merged 1 commit into from
May 12, 2026
Merged

add ambiguous claims to contradictions when penalized is true #2644

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4 changes: 4 additions & 0 deletions deepeval/metrics/faithfulness/faithfulness.py
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Original file line number Diff line number Diff line change
Expand Up @@ -172,6 +172,8 @@ async def _a_generate_reason(self, multimodal: bool) -> str:
for verdict in self.verdicts:
if verdict.verdict.strip().lower() == "no":
contradictions.append(verdict.reason)
if verdict.verdict.strip().lower() == "idk" and self.penalize_ambiguous_claims:
contradictions.append(f"(Ambiguous) {verdict.reason}")

prompt = self.evaluation_template.generate_reason(
contradictions=contradictions,
Expand All @@ -195,6 +197,8 @@ def _generate_reason(self, multimodal: bool) -> str:
for verdict in self.verdicts:
if verdict.verdict.strip().lower() == "no":
contradictions.append(verdict.reason)
if verdict.verdict.strip().lower() == "idk" and self.penalize_ambiguous_claims:
contradictions.append(f"(Ambiguous) {verdict.reason}")

prompt = self.evaluation_template.generate_reason(
contradictions=contradictions,
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