Triple

T5014664
Position Surface form Disambiguated ID Type / Status
Subject Regulation X E112710 entity
Predicate previousCFRCitation P60846 FINISHED
Object 24 CFR Part 3500
24 CFR Part 3500 is a federal regulation that implemented the Real Estate Settlement Procedures Act (RESPA), governing disclosures and practices in residential real estate settlement and mortgage transactions.
E486583 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: 24 CFR Part 3500 | Statement: [Regulation X, previousCFRCitation, 24 CFR Part 3500]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 24 CFR Part 3500
Context triple: [Regulation X, previousCFRCitation, 24 CFR Part 3500]
  • A. HUD 4000.1 Single Family Housing Policy Handbook
    The HUD 4000.1 Single Family Housing Policy Handbook is the U.S. Department of Housing and Urban Development’s comprehensive, consolidated guide outlining policies and requirements for FHA single-family mortgage insurance programs.
  • B. 12 CFR Part 204
    12 CFR Part 204 is a U.S. Federal Reserve regulation that governs reserve requirements for depository institutions, including how they must hold reserves against certain types of deposits.
  • C. Cranston-Gonzalez National Affordable Housing Act
    The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
  • D. Section 8 Housing Choice Voucher Program
    The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
  • E. Section 202 Supportive Housing for the Elderly Program
    Section 202 Supportive Housing for the Elderly Program is a federal initiative that funds the development and rental assistance of affordable, supportive housing for very low-income older adults in the United States.
  • 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: 24 CFR Part 3500
Triple: [Regulation X, previousCFRCitation, 24 CFR Part 3500]
Generated description
24 CFR Part 3500 is a federal regulation that implemented the Real Estate Settlement Procedures Act (RESPA), governing disclosures and practices in residential real estate settlement and mortgage transactions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 24 CFR Part 3500
Target entity description: 24 CFR Part 3500 is a federal regulation that implemented the Real Estate Settlement Procedures Act (RESPA), governing disclosures and practices in residential real estate settlement and mortgage transactions.
  • A. HUD 4000.1 Single Family Housing Policy Handbook
    The HUD 4000.1 Single Family Housing Policy Handbook is the U.S. Department of Housing and Urban Development’s comprehensive, consolidated guide outlining policies and requirements for FHA single-family mortgage insurance programs.
  • B. 12 CFR Part 204
    12 CFR Part 204 is a U.S. Federal Reserve regulation that governs reserve requirements for depository institutions, including how they must hold reserves against certain types of deposits.
  • C. Cranston-Gonzalez National Affordable Housing Act
    The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
  • D. Section 8 Housing Choice Voucher Program
    The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
  • E. Section 202 Supportive Housing for the Elderly Program
    Section 202 Supportive Housing for the Elderly Program is a federal initiative that funds the development and rental assistance of affordable, supportive housing for very low-income older adults in the United States.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: previousCFRCitation
Context triple: [Regulation X, previousCFRCitation, 24 CFR Part 3500]
  • A. subsequentCitationIn
    Indicates that one work cites or references another work that appears later in a specified source or sequence.
  • B. subsequentCitationBy
    Indicates that one work is cited by another work that was produced or published at a later time.
  • C. citationBy
    Indicates that one work is cited or referenced by another work.
  • D. laterCitationForm
    Indicates that one citation form is a subsequent or later version of another citation form for the same referenced work.
  • E. citesAs
    Indicates that one entity references or acknowledges another as a source of information, authority, or evidence.
  • F. None of above. chosen

Provenance (7 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_69bd4434acb8819086679dbeccc2fe54 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd732e0b848190858407920e7aefd0 completed March 20, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69be927500ec8190b4d87ef86469777d completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be942dac9c8190a5861ca0aaa44c90 completed March 21, 2026, 12:50 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
PD Predicate disambiguation batch_69bd714cbc448190aa53a8a83d768b64 completed March 20, 2026, 4:09 p.m.
PDg Predicate description generation batch_69bd73089f548190834103366e24ab40 completed March 20, 2026, 4:17 p.m.
Created at: March 20, 2026, 1:35 p.m.