Triple
T1093718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johnson administration |
E24223
|
entity |
| Predicate | notablePolicy |
P172
|
FINISHED |
| Object | Higher Education Act of 1965 |
E28654
|
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: Higher Education Act of 1965 | Statement: [Johnson administration, notablePolicy, Higher Education Act of 1965]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Higher Education Act of 1965 Context triple: [Johnson administration, notablePolicy, Higher Education Act of 1965]
-
A.
Higher Education Act of 1965
chosen
The Higher Education Act of 1965 is a landmark U.S. federal law that expanded access to college through financial aid programs such as grants, loans, and work-study, forming a core part of President Lyndon B. Johnson’s education reforms.
-
B.
Elementary and Secondary Education Act of 1965
The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
-
C.
Education Amendments of 1972
The Education Amendments of 1972 is a U.S. federal law package best known for introducing Title IX, which prohibits sex-based discrimination in federally funded education programs and activities.
-
D.
Manpower Development and Training Act of 1962
The Manpower Development and Training Act of 1962 was a U.S. federal law that created programs to retrain and upgrade the skills of unemployed and underemployed workers in response to technological change and job displacement.
-
E.
National Foundation on the Arts and the Humanities Act of 1965
The National Foundation on the Arts and the Humanities Act of 1965 is a landmark U.S. law that created the National Endowment for the Arts and the National Endowment for the Humanities to federally support and promote culture, arts, and scholarly research.
- 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_69a4940542308190ac2a0b1f730b7cfc |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4b99d1e8c81909cf1178d68d38885 |
completed | March 1, 2026, 10:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c2c6b048190b603e9562dde65d0 |
completed | March 7, 2026, 4:02 p.m. |
Created at: March 1, 2026, 7:42 p.m.