Triple

T527069
Position Surface form Disambiguated ID Type / Status
Subject Housing and Economic Recovery Act of 2008 E10942 entity
Predicate establishesProgram P10634 FINISHED
Object HOPE for Homeowners program
The HOPE for Homeowners program was a federal initiative designed to help struggling U.S. homeowners avoid foreclosure by refinancing into more affordable, government-insured mortgages.
E65829 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: HOPE for Homeowners program | Statement: [Housing and Economic Recovery Act of 2008, establishesProgram, HOPE for Homeowners program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HOPE for Homeowners program
Context triple: [Housing and Economic Recovery Act of 2008, establishesProgram, HOPE for Homeowners program]
  • A. FHA 203(k) rehabilitation mortgage insurance program
    The FHA 203(k) rehabilitation mortgage insurance program is a U.S. government-backed loan option that allows homebuyers and homeowners to finance both the purchase (or refinance) of a property and the cost of its repairs or renovations into a single mortgage.
  • B. 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.
  • C. Home Equity Conversion Mortgage program
    The Home Equity Conversion Mortgage program is the U.S. government–insured reverse mortgage initiative that allows eligible older homeowners to convert part of their home equity into cash.
  • D. Disaster Loan Program
    The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
  • E. Housing Opportunities for Persons With AIDS program
    The Housing Opportunities for Persons With AIDS program is a federal initiative that provides housing assistance and related support services to low-income people living with HIV/AIDS and their families 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: HOPE for Homeowners program
Triple: [Housing and Economic Recovery Act of 2008, establishesProgram, HOPE for Homeowners program]
Generated description
The HOPE for Homeowners program was a federal initiative designed to help struggling U.S. homeowners avoid foreclosure by refinancing into more affordable, government-insured mortgages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HOPE for Homeowners program
Target entity description: The HOPE for Homeowners program was a federal initiative designed to help struggling U.S. homeowners avoid foreclosure by refinancing into more affordable, government-insured mortgages.
  • A. FHA 203(k) rehabilitation mortgage insurance program
    The FHA 203(k) rehabilitation mortgage insurance program is a U.S. government-backed loan option that allows homebuyers and homeowners to finance both the purchase (or refinance) of a property and the cost of its repairs or renovations into a single mortgage.
  • B. 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.
  • C. Home Equity Conversion Mortgage program
    The Home Equity Conversion Mortgage program is the U.S. government–insured reverse mortgage initiative that allows eligible older homeowners to convert part of their home equity into cash.
  • D. Disaster Loan Program
    The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
  • E. Housing Opportunities for Persons With AIDS program
    The Housing Opportunities for Persons With AIDS program is a federal initiative that provides housing assistance and related support services to low-income people living with HIV/AIDS and their families in the United States.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: establishesProgram
Context triple: [Housing and Economic Recovery Act of 2008, establishesProgram, HOPE for Homeowners program]
  • A. establishedProgram chosen
    Indicates that an entity has created and put into operation a formal program that is now in an active, ongoing state.
  • B. createdProgram
    Indicates that an entity authored, developed, or produced a particular program (such as software or a coded application).
  • C. implementedProgram
    Indicates that an entity has created, developed, or put into operation a particular program or software system.
  • D. foundedAsProgram
    Indicates that an entity was originally established or created in the form of a program (such as a project, initiative, or organizational program).
  • E. hasEducationalProgram
    Indicates that an entity offers, runs, or is associated with a specific educational program.
  • F. None of above.

Provenance (6 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1d0d22081908aad915482d39e74 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b24157608190b4c7df2cae453a1f completed March 1, 2026, 9:40 p.m.
NEDg Description generation batch_69a4b4117f60819093b6eed4e9eb4630 completed March 1, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69a4b476ecc881909ff7efbb3299ace3 completed March 1, 2026, 9:49 p.m.
PD Predicate disambiguation batch_69a2f0198ecc8190883849e5a8245963 completed Feb. 28, 2026, 1:39 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.