Triple

T5325340
Position Surface form Disambiguated ID Type / Status
Subject HUD Real Estate Assessment Center E121770 entity
Predicate dataUsedBy P7412 FINISHED
Object HUD enforcement offices
HUD enforcement offices are divisions within the U.S. Department of Housing and Urban Development responsible for investigating and addressing violations of federal housing laws, regulations, and program requirements.
E511907 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: HUD enforcement offices | Statement: [HUD Real Estate Assessment Center, dataUsedBy, HUD enforcement offices]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HUD enforcement offices
Context triple: [HUD Real Estate Assessment Center, dataUsedBy, HUD enforcement offices]
  • A. Office of Enforcement Operations
    The Office of Enforcement Operations is a component of the U.S. Department of Justice that oversees and supports complex criminal investigations and prosecutions, particularly those involving sensitive law enforcement techniques and national security matters.
  • B. Office of Enforcement
    The Office of Enforcement is a division within the U.S. Bureau of Safety and Environmental Enforcement responsible for ensuring compliance with offshore energy safety and environmental regulations through inspections, investigations, and enforcement actions.
  • C. Enforcement Division
    The Enforcement Division is a specialized branch of the Supreme People's Court of China responsible for overseeing and directing the implementation and execution of court judgments nationwide.
  • D. Division of Enforcement
    The Division of Enforcement is the branch of the U.S. Securities and Exchange Commission responsible for investigating potential securities law violations and pursuing civil enforcement actions.
  • E. Office of Housing
    The Office of Housing is a major division within the U.S. Department of Housing and Urban Development responsible for federal housing programs, including mortgage insurance, multifamily housing, and regulatory oversight of housing-related activities.
  • 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: HUD enforcement offices
Triple: [HUD Real Estate Assessment Center, dataUsedBy, HUD enforcement offices]
Generated description
HUD enforcement offices are divisions within the U.S. Department of Housing and Urban Development responsible for investigating and addressing violations of federal housing laws, regulations, and program requirements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HUD enforcement offices
Target entity description: HUD enforcement offices are divisions within the U.S. Department of Housing and Urban Development responsible for investigating and addressing violations of federal housing laws, regulations, and program requirements.
  • A. Office of Enforcement Operations
    The Office of Enforcement Operations is a component of the U.S. Department of Justice that oversees and supports complex criminal investigations and prosecutions, particularly those involving sensitive law enforcement techniques and national security matters.
  • B. Office of Enforcement
    The Office of Enforcement is a division within the U.S. Bureau of Safety and Environmental Enforcement responsible for ensuring compliance with offshore energy safety and environmental regulations through inspections, investigations, and enforcement actions.
  • C. Enforcement Division
    The Enforcement Division is a specialized branch of the Supreme People's Court of China responsible for overseeing and directing the implementation and execution of court judgments nationwide.
  • D. Division of Enforcement
    The Division of Enforcement is the branch of the U.S. Securities and Exchange Commission responsible for investigating potential securities law violations and pursuing civil enforcement actions.
  • E. Office of Housing
    The Office of Housing is a major division within the U.S. Department of Housing and Urban Development responsible for federal housing programs, including mortgage insurance, multifamily housing, and regulatory oversight of housing-related activities.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18abdcc48190bca5c7fc354c2471 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19a73b888190a903124a9da5e172 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf19fc79148190a02c4ddf2f6abdf7 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:59 p.m.