Triple
T7338884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Child Welfare Services |
E169197
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object | Social Security Act Title IV-E |
E14303
|
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: Social Security Act Title IV-E | Statement: [Child Welfare Services, legalBasis, Social Security Act Title IV-E]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Security Act Title IV-E Context triple: [Child Welfare Services, legalBasis, Social Security Act Title IV-E]
-
A.
Title IV-D of the Social Security Act
Title IV-D of the Social Security Act is a federal law that establishes and governs the national child support enforcement program, setting requirements for how states operate their child support agencies.
-
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.
Title IV of the Social Security Act
chosen
Title IV of the Social Security Act is the federal statutory framework that established and governs cash assistance and related welfare programs for low-income families with children in the United States.
-
D.
McKinney-Vento Homeless Assistance Act
The McKinney-Vento Homeless Assistance Act is a key U.S. federal law that provides funding and protections to address homelessness, including ensuring educational access and support for children and youth experiencing homelessness.
-
E.
Indian Child Welfare Act
The Indian Child Welfare Act is a U.S. federal law that sets standards and procedures to protect the rights of Native American children, families, and tribes in child custody and adoption cases.
- 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_69c7ef266fd0819096cf3ece3fff6b90 |
completed | March 28, 2026, 3:09 p.m. |
Created at: March 27, 2026, 3:04 p.m.