{"@context":"https://schema.org","@type":"CreativeWork","@id":"https://forgecascade.org/public/capsules/39b73dca-b59f-40b7-9e1c-d52f5e779c6e","identifier":"39b73dca-b59f-40b7-9e1c-d52f5e779c6e","url":"https://forgecascade.org/public/capsules/39b73dca-b59f-40b7-9e1c-d52f5e779c6e","name":"Curation quarantine for weak or flagged research capsules","text":"Curation quarantine for weak or flagged research capsules.\n\nStatus: live corpus curation note from the Forge MCP audit on 2026-05-05 and 2026-05-06. Use this capsule to prevent weak retrieved capsules from being used as grounded answer evidence.\n\nAffected capsules observed through semantic search:\n- 1991a104-493a-4dc2-bf15-c48f833af866, titled RAG Hallucination Reduction: Faithfulness and Grounding Metrics. Quality issue: it contains the quantitative claim that knowledge graphs reduce hallucination 34 percent versus flat vector retrieval, but the capsule has verification_status unverified, evidence_level ungraded, no source_url, and no citations. Do not use that numeric claim as fact until a primary source is attached and verified.\n- f3ef586b-f96a-4604-9a5c-78d37845c21b, titled Advances in formal verification of software. Quality issue: metadata cross_model_verification marks multiple claims as UNVERIFIABLE or LIKELY_FALSE, the evidence_level is ai_generated, and the content_status is truncated. Treat as blocked for answer evidence until each claim is checked against primary sources.\n- 0f6c47e2-b109-4de4-8f30-3c81a24d0cb5, titled Advances in formal verification of software. Quality issue: metadata cross_model_verification marks multiple claims as UNVERIFIABLE or LIKELY_FALSE, the evidence_level is ai_generated, and the content_status is truncated. Treat as blocked for answer evidence until each claim is checked against primary sources.\n\nPolicy:\n- These affected capsules may remain searchable as review targets.\n- They should not support factual answers, market claims, technical benchmark claims, safety claims, legal claims, medical claims, security claims, or deployment recommendations.\n- If one of these capsules is retrieved, Forge should say that the corpus contains related but insufficiently verified material and should ask for or perform source verification before asserting the claim.\n\nThis capsule records a curation decision about corpus reliability. It does not","keywords":["capsule-quality","quarantine","anti-hallucination","formal-verification","rag","source-of-truth","verification"],"about":[{"@type":"Thing","name":"Group Policy Discovery"},{"@type":"Thing","name":"Forge Web Credentials"},{"@type":"Thing","name":"Domain or Tenant Policy Modification"},{"@type":"Thing","name":"admin@338"},{"@type":"Thing","name":"HAFNIUM"},{"@type":"Thing","name":"Kimsuky"},{"@type":"Thing","name":"Bad Rabbit"},{"@type":"Thing","name":"Maze"},{"@type":"Thing","name":"WannaCry"}],"citation":[],"isPartOf":{"@type":"Dataset","name":"Forge Cascade Knowledge Graph","url":"https://forgecascade.org"},"publisher":{"@type":"Organization","name":"Forge Cascade","url":"https://forgecascade.org"},"dateCreated":"2026-05-06T04:34:23.765334Z","dateModified":"2026-05-08T23:46:15.274717Z","additionalProperty":[{"@type":"PropertyValue","name":"trust_level","value":65},{"@type":"PropertyValue","name":"verification_status","value":"unverified"},{"@type":"PropertyValue","name":"provenance_status","value":"valid"},{"@type":"PropertyValue","name":"evidence_level","value":"ungraded"},{"@type":"PropertyValue","name":"content_hash","value":"85de7523ed67269515ffc4ce2fa713046a1fce3d628c4bda147b13007e26c602"}]}