Triple

T15835945
Position Surface form Disambiguated ID Type / Status
Subject Home Affordable Modification Program E383983 entity
Predicate hasComponent P35 FINISHED
Object Home Affordable Unemployment Program
The Home Affordable Unemployment Program was a U.S. federal initiative that provided temporary mortgage payment relief to unemployed homeowners as part of broader post-2008 foreclosure prevention efforts.
E1180499 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: Home Affordable Unemployment Program | Statement: [Home Affordable Modification Program, hasComponent, Home Affordable Unemployment Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Home Affordable Unemployment Program
Context triple: [Home Affordable Modification Program, hasComponent, Home Affordable Unemployment Program]
  • A. Unemployment Insurance
    Unemployment Insurance is a government program that provides temporary financial assistance to eligible workers who lose their jobs through no fault of their own while they search for new employment.
  • B. Arbeitslosengeld II
    Arbeitslosengeld II is a German social welfare benefit that provided basic income support for long-term unemployed and low-income individuals under the former Hartz IV system.
  • C. Affordable Housing Program
    The Affordable Housing Program is a federal initiative that provides grants and subsidized loans through the Federal Home Loan Bank System to support the development and preservation of affordable housing for low- and moderate-income households.
  • D. Refugee Cash Assistance program
    The Refugee Cash Assistance program is a public assistance initiative that provides temporary financial support to eligible refugees and certain other humanitarian immigrants who are not yet eligible for mainstream cash aid programs.
  • E. Extra Help program
    The Extra Help program is a federal assistance initiative that helps low-income Medicare beneficiaries pay for their Medicare Part D prescription drug costs, including premiums, deductibles, and copayments.
  • 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: Home Affordable Unemployment Program
Triple: [Home Affordable Modification Program, hasComponent, Home Affordable Unemployment Program]
Generated description
The Home Affordable Unemployment Program was a U.S. federal initiative that provided temporary mortgage payment relief to unemployed homeowners as part of broader post-2008 foreclosure prevention efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Home Affordable Unemployment Program
Target entity description: The Home Affordable Unemployment Program was a U.S. federal initiative that provided temporary mortgage payment relief to unemployed homeowners as part of broader post-2008 foreclosure prevention efforts.
  • A. Unemployment Insurance
    Unemployment Insurance is a government program that provides temporary financial assistance to eligible workers who lose their jobs through no fault of their own while they search for new employment.
  • B. Arbeitslosengeld II
    Arbeitslosengeld II is a German social welfare benefit that provided basic income support for long-term unemployed and low-income individuals under the former Hartz IV system.
  • C. Affordable Housing Program
    The Affordable Housing Program is a federal initiative that provides grants and subsidized loans through the Federal Home Loan Bank System to support the development and preservation of affordable housing for low- and moderate-income households.
  • D. Refugee Cash Assistance program
    The Refugee Cash Assistance program is a public assistance initiative that provides temporary financial support to eligible refugees and certain other humanitarian immigrants who are not yet eligible for mainstream cash aid programs.
  • E. Extra Help program
    The Extra Help program is a federal assistance initiative that helps low-income Medicare beneficiaries pay for their Medicare Part D prescription drug costs, including premiums, deductibles, and copayments.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142e0e1cc8190851b30b03cf9c9b8 completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa137be2c81909c8f04b5cc1a5b21 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa527af048190b1f87d85e50bf254 completed May 9, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5df00e481909e203e78940395ed completed May 9, 2026, 9:23 p.m.
Created at: April 10, 2026, 4:49 a.m.