Triple
T18302492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universal Service Fund |
E438389
|
entity |
| Predicate | hasComponentProgram |
P17453
|
FINISHED |
| Object | Lifeline program |
—
|
NE NERFINISHED |
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: Lifeline program | Statement: [Universal Service Fund, hasComponentProgram, Lifeline program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lifeline program Context triple: [Universal Service Fund, hasComponentProgram, Lifeline program]
-
A.
Lifeline program
chosen
The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
-
B.
Jan Saviya poverty alleviation program
The Jan Saviya poverty alleviation program was a major Sri Lankan government initiative aimed at reducing poverty and improving living standards for low-income families.
-
C.
Legacy Loans Program
The Legacy Loans Program is a U.S. Treasury initiative created during the financial crisis to help remove troubled real estate loans from bank balance sheets by attracting private capital through government-backed investment partnerships.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b915e3e881909125d760c15d0c29 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50180ac48819090e9a8f11ba10c3d |
completed | April 19, 2026, 4:23 p.m. |
Created at: April 10, 2026, 10:35 a.m.