Triple

T8264008
Position Surface form Disambiguated ID Type / Status
Subject Special Fraud Alerts E193257 entity
Predicate medium P166 FINISHED
Object HHS OIG website publications
HHS OIG website publications are official online releases from the U.S. Department of Health and Human Services Office of Inspector General that provide guidance, reports, and alerts on healthcare fraud, waste, and abuse.
E722074 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: HHS OIG website publications | Statement: [Special Fraud Alerts, medium, HHS OIG website publications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HHS OIG website publications
Context triple: [Special Fraud Alerts, medium, HHS OIG website publications]
  • A. DOI OIG
    DOI OIG is the independent oversight office that conducts audits, investigations, and reviews to prevent fraud, waste, and abuse within the U.S. Department of the Interior.
  • B. Office of Evaluation and Inspections, HHS OIG
    The Office of Evaluation and Inspections (OEI) is a division of the HHS Office of Inspector General that conducts national evaluations to assess the effectiveness, efficiency, and integrity of U.S. Department of Health and Human Services programs.
  • C. Office of Audit Services, HHS OIG
    The Office of Audit Services (OAS) is the division of the HHS Office of Inspector General responsible for conducting independent audits of U.S. Department of Health and Human Services programs and operations to promote efficiency, effectiveness, and integrity.
  • D. Government Publishing Office Inspector General
    The Government Publishing Office Inspector General is an independent oversight office that conducts audits, investigations, and reviews to prevent waste, fraud, and abuse within the U.S. Government Publishing Office and its programs.
  • E. Catalog of U.S. Government Publications
    The Catalog of U.S. Government Publications is an online index and search tool that provides public access to bibliographic records and links for publications produced by the U.S. federal government.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: HHS OIG website publications
Triple: [Special Fraud Alerts, medium, HHS OIG website publications]
Generated description
HHS OIG website publications are official online releases from the U.S. Department of Health and Human Services Office of Inspector General that provide guidance, reports, and alerts on healthcare fraud, waste, and abuse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HHS OIG website publications
Target entity description: HHS OIG website publications are official online releases from the U.S. Department of Health and Human Services Office of Inspector General that provide guidance, reports, and alerts on healthcare fraud, waste, and abuse.
  • A. DOI OIG
    DOI OIG is the independent oversight office that conducts audits, investigations, and reviews to prevent fraud, waste, and abuse within the U.S. Department of the Interior.
  • B. Office of Evaluation and Inspections, HHS OIG
    The Office of Evaluation and Inspections (OEI) is a division of the HHS Office of Inspector General that conducts national evaluations to assess the effectiveness, efficiency, and integrity of U.S. Department of Health and Human Services programs.
  • C. Office of Audit Services, HHS OIG
    The Office of Audit Services (OAS) is the division of the HHS Office of Inspector General responsible for conducting independent audits of U.S. Department of Health and Human Services programs and operations to promote efficiency, effectiveness, and integrity.
  • D. Government Publishing Office Inspector General
    The Government Publishing Office Inspector General is an independent oversight office that conducts audits, investigations, and reviews to prevent waste, fraud, and abuse within the U.S. Government Publishing Office and its programs.
  • E. Catalog of U.S. Government Publications
    The Catalog of U.S. Government Publications is an online index and search tool that provides public access to bibliographic records and links for publications produced by the U.S. federal government.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca82e081d48190986beaa51f498ab9 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb793aa8f08190b20b3616ceb9bec7 completed March 31, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd357b0ae081909fdaeab31624e6f1 completed April 1, 2026, 3:10 p.m.
NEDg Description generation batch_69cd4e5e9a2c819099a65053a12c8fde completed April 1, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69cd507ce2a881909da6871a9f6df119 completed April 1, 2026, 5:06 p.m.
Created at: March 30, 2026, 5:49 p.m.