Triple

T11861255
Position Surface form Disambiguated ID Type / Status
Subject HUD 4000.1 Single Family Housing Policy Handbook E282162 entity
Predicate issuedBy P29 FINISHED
Object Federal Housing Administration E1711 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: Federal Housing Administration | Statement: [HUD 4000.1 Single Family Housing Policy Handbook, issuedBy, Federal Housing Administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federal Housing Administration
Context triple: [HUD 4000.1 Single Family Housing Policy Handbook, issuedBy, Federal Housing Administration]
  • A. Federal Housing Administration chosen
    The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
  • B. Federal Housing Finance Board
    The Federal Housing Finance Board was an independent U.S. government agency that regulated the Federal Home Loan Bank System and oversaw its housing finance and community investment activities before being replaced by the Federal Housing Finance Agency.
  • C. Federal Housing Finance Agency
    The Federal Housing Finance Agency is a U.S. government regulator that oversees key housing finance institutions like Fannie Mae and Freddie Mac and helps ensure stability and affordability in the nation’s mortgage market.
  • D. Federal Home Loan Mortgage Corporation
    The Federal Home Loan Mortgage Corporation, commonly known as Freddie Mac, is a U.S. government-sponsored enterprise that buys and securitizes residential mortgages to promote liquidity and stability in the housing finance market.
  • E. United States Department of Housing and Urban Development
    The United States Department of Housing and Urban Development is a federal executive agency responsible for national policies and programs that address housing needs, fair housing laws, and urban development.
  • 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_69f417a954e881909fdd9626d41229e2 completed May 1, 2026, 3:02 a.m.
Created at: April 8, 2026, 9:43 p.m.