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.