Triple
T22178363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Local Technical Assistance program |
E548103
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object | Public Works and Economic Development Act of 1965 |
—
|
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: Public Works and Economic Development Act of 1965 | Statement: [Local Technical Assistance program, legalBasis, Public Works and Economic Development Act of 1965]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Works and Economic Development Act of 1965 Context triple: [Local Technical Assistance program, legalBasis, Public Works and Economic Development Act of 1965]
-
A.
Public Works and Economic Development Act of 1965
chosen
The Public Works and Economic Development Act of 1965 is a U.S. federal law that established a framework for promoting economic growth and job creation in distressed communities through grants and assistance for public works and development projects.
-
B.
Housing and Urban Development Act of 1965
The Housing and Urban Development Act of 1965 was a landmark U.S. federal law that greatly expanded funding and programs for urban renewal, public housing, and community development as part of President Lyndon B. Johnson’s Great Society agenda.
-
C.
Economic Opportunity Act of 1964
The Economic Opportunity Act of 1964 was a landmark U.S. federal law that launched key anti-poverty programs such as Job Corps, Head Start, and community action agencies as part of President Lyndon B. Johnson’s War on Poverty.
-
D.
Housing and Community Development Act of 1977
The Housing and Community Development Act of 1977 is a U.S. federal law that expanded and reformed housing assistance and community development programs, including amendments to public housing and urban development initiatives.
-
E.
Housing and Urban Development Act of 1968
The Housing and Urban Development Act of 1968 is a landmark U.S. federal law that greatly expanded housing assistance and homeownership programs, particularly for low- and moderate-income families, and significantly shaped modern federal housing policy.
- 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_69e11e3d53f88190a2b690e3f25bb062 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12a6dd5a081908035e81c068d8d5a |
completed | April 28, 2026, 9:45 p.m. |
Created at: April 16, 2026, 8:34 p.m.