Triple
T7339167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of Community Services |
E169203
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object | Low Income Home Energy Assistance Program |
E169196
|
NE FINISHED |
How this triple was built (2 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: Low Income Home Energy Assistance Program | Statement: [Office of Community Services, administers, Low Income Home Energy Assistance Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Low Income Home Energy Assistance Program Context triple: [Office of Community Services, administers, Low Income Home Energy Assistance Program]
-
A.
Low Income Home Energy Assistance Program
chosen
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.
Low Income Home Energy Assistance Act provisions
The Low Income Home Energy Assistance Act provisions are federal statutory rules that govern the LIHEAP program, which provides financial assistance to help low-income households meet their home energy needs.
-
C.
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.
-
D.
HOPE for Homeowners program
The HOPE for Homeowners program was a federal initiative designed to help struggling U.S. homeowners avoid foreclosure by refinancing into more affordable, government-insured mortgages.
-
E.
LIHEAP
LIHEAP is a U.S. federal program that helps low-income households afford home heating and cooling costs.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c7fa82498c8190b1898a8c27cec71d |
completed | March 28, 2026, 3:57 p.m. |
Created at: March 27, 2026, 3:04 p.m.