Triple
T11861251
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HUD 4000.1 Single Family Housing Policy Handbook |
E282162
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object | HUD Handbook 4000.1 |
E282162
|
NE FINISHED |
How this triple was built (2 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 Handbook 4000.1 | Statement: [HUD 4000.1 Single Family Housing Policy Handbook, shortName, HUD Handbook 4000.1]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HUD Handbook 4000.1 Context triple: [HUD 4000.1 Single Family Housing Policy Handbook, shortName, HUD Handbook 4000.1]
-
A.
HUD 4000.1 Single Family Housing Policy Handbook
chosen
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.
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.
-
C.
DoD manuals
DoD manuals are official U.S. Department of Defense publications that provide detailed procedures, guidance, and standards for implementing defense policies and operations.
-
D.
Homeland Security Acquisition Manual
The Homeland Security Acquisition Manual is the U.S. Department of Homeland Security’s internal guidance document that details policies and procedures for planning, awarding, and managing the department’s procurements and contracts.
-
E.
Army Regulation 135-18
Army Regulation 135-18 is the U.S. Army policy document that establishes the organization, management, and personnel policies for the Active Guard and Reserve (AGR) program.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a69b16bc8190999a0c1240f9ce6a |
completed | April 10, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f281745ca88190968e1f674d0e483c |
completed | April 29, 2026, 10:08 p.m. |
Created at: April 8, 2026, 9:43 p.m.