Triple

T1733844
Position Surface form Disambiguated ID Type / Status
Subject Office of Inspector General, U.S. Department of Health and Human Services E37875 entity
Predicate publishes P80 FINISHED
Object Compliance Program Guidance
Compliance Program Guidance is a series of advisory documents that outline recommended standards and best practices for healthcare organizations to prevent, detect, and address fraud, waste, and abuse in federal health care programs.
E193258 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: Compliance Program Guidance | Statement: [Office of Inspector General, U.S. Department of Health and Human Services, publishes, Compliance Program Guidance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Compliance Program Guidance
Context triple: [Office of Inspector General, U.S. Department of Health and Human Services, publishes, Compliance Program Guidance]
  • A. Enforcement and Compliance
    Enforcement and Compliance is a unit within the U.S. International Trade Administration responsible for enforcing trade laws, monitoring unfair trade practices, and ensuring compliance with trade agreements and regulations.
  • B. GAC Principles and Guidelines
    GAC Principles and Guidelines are a set of policy frameworks and best-practice recommendations developed to guide governments’ participation and advice on public policy issues related to the global Domain Name System within ICANN.
  • C. Office of Defense Trade Controls Compliance
    The Office of Defense Trade Controls Compliance is a U.S. State Department office responsible for ensuring adherence to defense export control laws and regulations, including enforcement of the International Traffic in Arms Regulations (ITAR).
  • D. Revenue, Reporting, and Compliance Management
    Revenue, Reporting, and Compliance Management is a division within the U.S. Office of Natural Resources Revenue responsible for overseeing the collection, reporting, and regulatory compliance of revenues derived from federal and tribal natural resources.
  • E. Standards and Recommended Practices
    Standards and Recommended Practices are internationally agreed technical and operational specifications issued by the International Civil Aviation Organization to harmonize and enhance the safety, efficiency, and regularity of global civil aviation.
  • 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: Compliance Program Guidance
Triple: [Office of Inspector General, U.S. Department of Health and Human Services, publishes, Compliance Program Guidance]
Generated description
Compliance Program Guidance is a series of advisory documents that outline recommended standards and best practices for healthcare organizations to prevent, detect, and address fraud, waste, and abuse in federal health care programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Compliance Program Guidance
Target entity description: Compliance Program Guidance is a series of advisory documents that outline recommended standards and best practices for healthcare organizations to prevent, detect, and address fraud, waste, and abuse in federal health care programs.
  • A. Enforcement and Compliance
    Enforcement and Compliance is a unit within the U.S. International Trade Administration responsible for enforcing trade laws, monitoring unfair trade practices, and ensuring compliance with trade agreements and regulations.
  • B. GAC Principles and Guidelines
    GAC Principles and Guidelines are a set of policy frameworks and best-practice recommendations developed to guide governments’ participation and advice on public policy issues related to the global Domain Name System within ICANN.
  • C. Office of Defense Trade Controls Compliance
    The Office of Defense Trade Controls Compliance is a U.S. State Department office responsible for ensuring adherence to defense export control laws and regulations, including enforcement of the International Traffic in Arms Regulations (ITAR).
  • D. Revenue, Reporting, and Compliance Management
    Revenue, Reporting, and Compliance Management is a division within the U.S. Office of Natural Resources Revenue responsible for overseeing the collection, reporting, and regulatory compliance of revenues derived from federal and tribal natural resources.
  • E. Standards and Recommended Practices
    Standards and Recommended Practices are internationally agreed technical and operational specifications issued by the International Civil Aviation Organization to harmonize and enhance the safety, efficiency, and regularity of global civil aviation.
  • 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_69a8861cc6ac8190ac0b2e31ccf62851 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63a0308c81909145dec7069bd06e completed March 6, 2026, 5:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8afd15a881909a5d55dd960799d1 completed March 8, 2026, 2:43 p.m.
NEDg Description generation batch_69ad957e9a6c81909d52bf2def797526 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97b6c03881909f278594e800c0f5 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.