Triple

T8264018
Position Surface form Disambiguated ID Type / Status
Subject Special Fraud Alerts E193257 entity
Predicate relatedDocumentType P24327 FINISHED
Object OIG Special Advisory Bulletins
OIG Special Advisory Bulletins are guidance documents issued by the U.S. Department of Health and Human Services Office of Inspector General that explain how certain healthcare business practices may implicate federal fraud and abuse laws and outline compliance expectations.
E37875 NE FINISHED

How this triple was built (5 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: OIG Special Advisory Bulletins | Statement: [Special Fraud Alerts, relatedDocumentType, OIG Special Advisory Bulletins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OIG Special Advisory Bulletins
Context triple: [Special Fraud Alerts, relatedDocumentType, OIG Special Advisory Bulletins]
  • 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 the Inspector General
    The Office of the Inspector General is an independent oversight office within the U.S. Department of Health and Human Services responsible for preventing and detecting fraud, waste, and abuse in the department’s programs and operations.
  • C. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the U.S. Department of Transportation that conducts audits and investigations to prevent waste, fraud, and abuse and to promote efficiency and integrity in the department’s programs and operations.
  • D. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the U.S. Department of Labor responsible for auditing, investigating, and preventing fraud, waste, and abuse in the department’s programs and operations.
  • E. Office of Inspector General
    The Office of Inspector General is an independent oversight body within NASA responsible for auditing, investigating, and preventing fraud, waste, and abuse in the agency’s programs and operations.
  • 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: OIG Special Advisory Bulletins
Triple: [Special Fraud Alerts, relatedDocumentType, OIG Special Advisory Bulletins]
Generated description
OIG Special Advisory Bulletins are guidance documents issued by the U.S. Department of Health and Human Services Office of Inspector General that explain how certain healthcare business practices may implicate federal fraud and abuse laws and outline compliance expectations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OIG Special Advisory Bulletins
Target entity description: OIG Special Advisory Bulletins are guidance documents issued by the U.S. Department of Health and Human Services Office of Inspector General that explain how certain healthcare business practices may implicate federal fraud and abuse laws and outline compliance expectations.
  • 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 the Inspector General chosen
    The Office of the Inspector General is an independent oversight office within the U.S. Department of Health and Human Services responsible for preventing and detecting fraud, waste, and abuse in the department’s programs and operations.
  • C. Office of Inspector General
    The Office of Inspector General is an independent oversight body within NASA responsible for auditing, investigating, and preventing fraud, waste, and abuse in the agency’s programs and operations.
  • D. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the U.S. Department of Transportation that conducts audits and investigations to prevent waste, fraud, and abuse and to promote efficiency and integrity in the department’s programs and operations.
  • E. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the U.S. Department of Labor responsible for auditing, investigating, and preventing fraud, waste, and abuse in the department’s programs and operations.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: relatedDocumentType
Context triple: [Special Fraud Alerts, relatedDocumentType, OIG Special Advisory Bulletins]
  • A. relatedType
    Indicates that one entity is connected to another through a specified type or category of relationship.
  • B. linkedDocument
    Indicates that one document is associated with or references another document in a meaningful way.
  • C. documentationType
    Indicates the specific category or kind of documentation associated with or required for an entity or process.
  • D. relatedForm
    Indicates that one entity is an alternative or variant form of another, such as a different spelling, inflection, or closely related lexical form.
  • E. documentTypeUsed chosen
    Indicates that a particular type or category of document is employed or applied in a given context or activity.
  • F. None of above.

Provenance (6 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.
PD Predicate disambiguation batch_69cb36b8707881909aca349230495a5a completed March 31, 2026, 2:51 a.m.
Created at: March 30, 2026, 5:49 p.m.