Triple

T7338861
Position Surface form Disambiguated ID Type / Status
Subject Low Income Home Energy Assistance Program E169196 entity
Predicate relatedTo P37 FINISHED
Object Weatherization Assistance Program
The Weatherization Assistance Program is a U.S. federal initiative that helps low-income households reduce energy costs and improve home safety by funding energy-efficiency upgrades and repairs.
E656699 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: Weatherization Assistance Program | Statement: [Low Income Home Energy Assistance Program, relatedTo, Weatherization Assistance Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Weatherization Assistance Program
Context triple: [Low Income Home Energy Assistance Program, relatedTo, Weatherization Assistance Program]
  • A. Low Income Home Energy Assistance Program
    The Low Income Home Energy Assistance Program is a U.S. federal program that helps low-income households afford home heating and cooling costs, including crisis assistance and weatherization support.
  • B. Warm Home Discount
    Warm Home Discount is a UK government-backed scheme that provides eligible low-income and vulnerable households with a one-off rebate on their electricity bills during the winter.
  • C. Housing Program
    The Housing Program is a Saudi government initiative under Vision 2030 aimed at increasing homeownership, improving housing quality, and developing a sustainable, accessible residential real estate sector.
  • D. Energy Star program
    The Energy Star program is a U.S. government-backed initiative that identifies and promotes energy-efficient products and practices to help consumers and businesses save energy and reduce greenhouse gas emissions.
  • E. 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.
  • 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: Weatherization Assistance Program
Triple: [Low Income Home Energy Assistance Program, relatedTo, Weatherization Assistance Program]
Generated description
The Weatherization Assistance Program is a U.S. federal initiative that helps low-income households reduce energy costs and improve home safety by funding energy-efficiency upgrades and repairs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Weatherization Assistance Program
Target entity description: The Weatherization Assistance Program is a U.S. federal initiative that helps low-income households reduce energy costs and improve home safety by funding energy-efficiency upgrades and repairs.
  • A. Low Income Home Energy Assistance Program
    The Low Income Home Energy Assistance Program is a U.S. federal program that helps low-income households afford home heating and cooling costs, including crisis assistance and weatherization support.
  • B. Warm Home Discount
    Warm Home Discount is a UK government-backed scheme that provides eligible low-income and vulnerable households with a one-off rebate on their electricity bills during the winter.
  • C. Housing Program
    The Housing Program is a Saudi government initiative under Vision 2030 aimed at increasing homeownership, improving housing quality, and developing a sustainable, accessible residential real estate sector.
  • D. Energy Star program
    The Energy Star program is a U.S. government-backed initiative that identifies and promotes energy-efficient products and practices to help consumers and businesses save energy and reduce greenhouse gas emissions.
  • E. 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.
  • 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_69c68a57710481909f0c1f3c6ebdb6f2 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0d702108190a00a3681ff6e67d4 completed March 27, 2026, 9:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef266fd0819096cf3ece3fff6b90 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7efa4f5148190842f30988cbea94c completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f0092bac819080ded1863f99290a completed March 28, 2026, 3:13 p.m.
Created at: March 27, 2026, 3:04 p.m.