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.