Triple

T175577
Position Surface form Disambiguated ID Type / Status
Subject United States Department of Housing and Urban Development E3566 entity
Predicate oversees P46 FINISHED
Object Government National Mortgage Association
The Government National Mortgage Association, commonly known as Ginnie Mae, is a U.S. government corporation that guarantees mortgage-backed securities to support affordable housing and liquidity in the mortgage market.
 E22435 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: Government National Mortgage Association | Statement: [United States Department of Housing and Urban Development, oversees, Government National Mortgage Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Government National Mortgage Association
Context triple: [United States Department of Housing and Urban Development, oversees, Government National Mortgage Association]
  • A. Federal Housing Administration
    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. Home Owners' Loan Corporation
    The Home Owners' Loan Corporation was a New Deal-era U.S. government agency created during the Great Depression to refinance home mortgages, prevent foreclosures, and stabilize the housing market.
  • C. Federal Home Loan Bank Board
    The Federal Home Loan Bank Board was a former U.S. government agency that regulated federal savings and loan institutions and oversaw the federal home loan banking system during much of the 20th century.
  • D. 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.
  • E. FHA 203(b) basic home mortgage program
    The FHA 203(b) basic home mortgage program is the Federal Housing Administration’s primary loan insurance program that helps homebuyers, particularly first-time and lower-income borrowers, obtain affordable, low–down payment mortgages for one- to four-family homes.
  • 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: Government National Mortgage Association
Triple: [United States Department of Housing and Urban Development, oversees, Government National Mortgage Association]
Generated description
The Government National Mortgage Association, commonly known as Ginnie Mae, is a U.S. government corporation that guarantees mortgage-backed securities to support affordable housing and liquidity in the mortgage market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Government National Mortgage Association
Target entity description: The Government National Mortgage Association, commonly known as Ginnie Mae, is a U.S. government corporation that guarantees mortgage-backed securities to support affordable housing and liquidity in the mortgage market.
  • A. Federal Housing Administration
    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. Home Owners' Loan Corporation
    The Home Owners' Loan Corporation was a New Deal-era U.S. government agency created during the Great Depression to refinance home mortgages, prevent foreclosures, and stabilize the housing market.
  • C. Federal Home Loan Bank Board
    The Federal Home Loan Bank Board was a former U.S. government agency that regulated federal savings and loan institutions and oversaw the federal home loan banking system during much of the 20th century.
  • D. 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.
  • E. FHA 203(b) basic home mortgage program
    The FHA 203(b) basic home mortgage program is the Federal Housing Administration’s primary loan insurance program that helps homebuyers, particularly first-time and lower-income borrowers, obtain affordable, low–down payment mortgages for one- to four-family homes.
  • 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_69a25374990081909766d30c79a18e0e completed Feb. 28, 2026, 2:31 a.m.
NER Named-entity recognition batch_69a258e497788190aeb61d981efb4d1d completed Feb. 28, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2ee8962a88190b6821e55f435c8b7 completed Feb. 28, 2026, 1:32 p.m.
NEDg Description generation batch_69a2ef062c6c8190b50d1c1102161259 completed Feb. 28, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69a2ef8234bc81909449654ee2f4c000 completed Feb. 28, 2026, 1:37 p.m.
Created at: Feb. 28, 2026, 2:39 a.m.