Triple

T7338830
Position Surface form Disambiguated ID Type / Status
Subject Low Income Home Energy Assistance Program E169196 entity
Predicate acronym P43 FINISHED
Object LIHEAP
LIHEAP is a U.S. federal program that helps low-income households afford home heating and cooling costs.
 E656698 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: LIHEAP | Statement: [Low Income Home Energy Assistance Program, acronym, LIHEAP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LIHEAP
Context triple: [Low Income Home Energy Assistance Program, acronym, LIHEAP]
  • A. Medicaid
    Medicaid is a U.S. government health insurance program that provides medical coverage to low-income individuals and families, jointly funded by federal and state governments.
  • B. Temporary Assistance for Needy Families
    Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
  • C. HOPWA
    HOPWA is a federal housing assistance program in the United States that provides housing and related support services to low-income individuals and families living with HIV/AIDS.
  • D. Aid to Dependent Children
    Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
  • E. Health Care for the Homeless programs
    Health Care for the Homeless programs are federally supported community health initiatives that provide comprehensive primary and supportive health services to people experiencing homelessness 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: LIHEAP
Triple: [Low Income Home Energy Assistance Program, acronym, LIHEAP]
Generated description
LIHEAP is a U.S. federal program that helps low-income households afford home heating and cooling costs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LIHEAP
Target entity description: LIHEAP is a U.S. federal program that helps low-income households afford home heating and cooling costs.
  • A. Medicaid
    Medicaid is a U.S. government health insurance program that provides medical coverage to low-income individuals and families, jointly funded by federal and state governments.
  • B. Temporary Assistance for Needy Families
    Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
  • C. HOPWA
    HOPWA is a federal housing assistance program in the United States that provides housing and related support services to low-income individuals and families living with HIV/AIDS.
  • D. Aid to Dependent Children
    Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
  • E. Health Care for the Homeless programs
    Health Care for the Homeless programs are federally supported community health initiatives that provide comprehensive primary and supportive health services to people experiencing homelessness in the United States.
  • 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.