Triple
T2678477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Durham County Social Services |
E56516
|
entity |
| Predicate | responsibleFor |
P636
|
FINISHED |
| Object | Work First Family Assistance |
E8045
|
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: Work First Family Assistance | Statement: [Durham County Social Services, responsibleFor, Work First Family Assistance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Work First Family Assistance Context triple: [Durham County Social Services, responsibleFor, Work First Family Assistance]
-
A.
Temporary Assistance for Needy Families
chosen
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.
-
B.
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.
-
C.
Working Tax Credit
Working Tax Credit was a UK government benefit that provided financial support to low-income workers before being largely superseded by Universal Credit.
-
D.
Day 1 Families Fund
The Day 1 Families Fund is a philanthropic initiative focused on addressing family homelessness in the United States, created and funded by Amazon founder Jeff Bezos.
-
E.
Public Assistance programs
Public Assistance programs are federally funded disaster relief initiatives that provide financial and technical support to state, local, tribal, and territorial governments, as well as certain nonprofits, to repair, restore, and protect public infrastructure and facilities after major emergencies.
- 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_69ab4a4b13fc81909dfdb3f23da46832 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9b697fc8190a5ec8b75ee2ad238 |
completed | March 7, 2026, 7:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa0681f3c8190898e58f3138b16fa |
completed | March 10, 2026, 4:39 a.m. |
Created at: March 6, 2026, 9:54 p.m.