Triple
T16149080
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alabama Department of Human Resources |
E391864
|
entity |
| Predicate | responsibleFor |
P636
|
FINISHED |
| Object | Temporary Assistance for Needy Families |
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: Temporary Assistance for Needy Families | Statement: [Alabama Department of Human Resources, responsibleFor, Temporary Assistance for Needy Families]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Temporary Assistance for Needy Families Context triple: [Alabama Department of Human Resources, responsibleFor, Temporary Assistance for Needy Families]
-
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.
Transitional Aid to Families with Dependent Children
Transitional Aid to Families with Dependent Children is a Massachusetts cash assistance program that provides financial support to low-income families with children to help meet basic living expenses.
-
C.
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.
-
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.
TAFDC
TAFDC (Transitional Aid to Families with Dependent Children) is a Massachusetts cash assistance program that provides financial support and related services to low-income families with children.
- 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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21d960c088190a0fe2673f60d106b |
completed | April 17, 2026, 11:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7a9ebf08190aa21cdff051f4ba2 |
completed | May 10, 2026, 3:12 a.m. |
Created at: April 10, 2026, 5:01 a.m.