Triple

T5421926
Position Surface form Disambiguated ID Type / Status
Subject Loan Guaranty Service E121271 entity
Predicate offersProgram P178 FINISHED
Object Specially Adapted Housing grants
Specially Adapted Housing grants are VA benefits that provide funds to help severely disabled veterans and service members modify or purchase homes to accommodate their service-connected disabilities.
E519658 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: Specially Adapted Housing grants | Statement: [Loan Guaranty Service, offersProgram, Specially Adapted Housing grants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Specially Adapted Housing grants
Context triple: [Loan Guaranty Service, offersProgram, Specially Adapted Housing grants]
  • A. Home Affordable Modification Program
    The Home Affordable Modification Program was a U.S. government initiative launched after the 2008 financial crisis to help struggling homeowners avoid foreclosure by modifying their mortgage loans to more affordable terms.
  • B. Section 811 Supportive Housing for Persons with Disabilities Program
    The Section 811 Supportive Housing for Persons with Disabilities Program is a federal initiative that provides affordable, community-based rental housing and supportive services to very low-income adults with disabilities in the United States.
  • C. Centers for Independent Living programs
    Centers for Independent Living programs are community-based, consumer-controlled organizations that provide services and advocacy to help people with disabilities live independently and fully participate in society.
  • D. HUD Office of Special Needs Assistance Programs
    The HUD Office of Special Needs Assistance Programs is a division of the U.S. Department of Housing and Urban Development that oversees federal homeless assistance initiatives and funding to support housing and services for people experiencing homelessness and other special needs.
  • E. Disability Living Allowance
    Disability Living Allowance is a UK social security benefit that provided financial support to disabled people with care and mobility needs, largely replaced for working-age adults by Personal Independence Payment.
  • 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: Specially Adapted Housing grants
Triple: [Loan Guaranty Service, offersProgram, Specially Adapted Housing grants]
Generated description
Specially Adapted Housing grants are VA benefits that provide funds to help severely disabled veterans and service members modify or purchase homes to accommodate their service-connected disabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Specially Adapted Housing grants
Target entity description: Specially Adapted Housing grants are VA benefits that provide funds to help severely disabled veterans and service members modify or purchase homes to accommodate their service-connected disabilities.
  • A. Home Affordable Modification Program
    The Home Affordable Modification Program was a U.S. government initiative launched after the 2008 financial crisis to help struggling homeowners avoid foreclosure by modifying their mortgage loans to more affordable terms.
  • B. Section 811 Supportive Housing for Persons with Disabilities Program
    The Section 811 Supportive Housing for Persons with Disabilities Program is a federal initiative that provides affordable, community-based rental housing and supportive services to very low-income adults with disabilities in the United States.
  • C. Centers for Independent Living programs
    Centers for Independent Living programs are community-based, consumer-controlled organizations that provide services and advocacy to help people with disabilities live independently and fully participate in society.
  • D. HUD Office of Special Needs Assistance Programs
    The HUD Office of Special Needs Assistance Programs is a division of the U.S. Department of Housing and Urban Development that oversees federal homeless assistance initiatives and funding to support housing and services for people experiencing homelessness and other special needs.
  • E. Disability Living Allowance
    Disability Living Allowance is a UK social security benefit that provided financial support to disabled people with care and mobility needs, largely replaced for working-age adults by Personal Independence Payment.
  • 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_69bd463b58d88190b258261573de9e91 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87ec45c48190a8a25bf582b02440 completed March 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3ab7f6b481908fead172fbdafe36 completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3bc4b1e08190a7574b3ec67823e4 completed March 22, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69bf3c4530288190924b4c38d7b1fb70 completed March 22, 2026, 12:48 a.m.
Created at: March 20, 2026, 2:06 p.m.