Triple
T23018974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Strengthening Tribal Colleges and Universities programs |
E573110
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object | Title III of the Higher Education Act |
—
|
NE NERFINISHED |
How this triple was built (3 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: Title III of the Higher Education Act | Statement: [Strengthening Tribal Colleges and Universities programs, legalBasis, Title III of the Higher Education Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title III of the Higher Education Act Context triple: [Strengthening Tribal Colleges and Universities programs, legalBasis, Title III of the Higher Education Act]
-
A.
Title VII of the Higher Education Act
Title VII of the Higher Education Act is a section of U.S. federal law that authorizes and governs various innovative and improvement-focused higher education programs, including those funded through the Fund for the Improvement of Postsecondary Education (FIPSE).
-
B.
Higher Education Act of 1965
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.
-
C.
Title IV of the Elementary and Secondary Education Act
Title IV of the Elementary and Secondary Education Act is a section of U.S. federal education law that funds and governs programs aimed at improving student support services, academic enrichment, and community-based educational initiatives.
-
D.
Donahoe Higher Education Act
The Donahoe Higher Education Act is a landmark California law that restructured the state's public higher education system and established the modern governance framework for institutions including the California State University.
-
E.
Higher Education Amendments of 1998
The Higher Education Amendments of 1998 were a major U.S. federal law package that reauthorized and significantly revised higher education policy, including financial aid programs, accountability measures, and student loan regulations.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title III of the Higher Education Act Target entity description: Title III of the Higher Education Act is a federal law provision that provides funding and support to strengthen and expand capacity at minority-serving institutions, including Tribal Colleges and Universities.
-
A.
Title VII of the Higher Education Act
Title VII of the Higher Education Act is a section of U.S. federal law that authorizes and governs various innovative and improvement-focused higher education programs, including those funded through the Fund for the Improvement of Postsecondary Education (FIPSE).
-
B.
Higher Education Act of 1965
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.
-
C.
Title IV of the Elementary and Secondary Education Act
Title IV of the Elementary and Secondary Education Act is a section of U.S. federal education law that funds and governs programs aimed at improving student support services, academic enrichment, and community-based educational initiatives.
-
D.
Donahoe Higher Education Act
The Donahoe Higher Education Act is a landmark California law that restructured the state's public higher education system and established the modern governance framework for institutions including the California State University.
-
E.
Higher Education Amendments of 1998
The Higher Education Amendments of 1998 were a major U.S. federal law package that reauthorized and significantly revised higher education policy, including financial aid programs, accountability measures, and student loan regulations.
- F. None of above. chosen
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_69e245b764cc8190a51be76f1d9611e1 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f183e777cc81908c0b0bfd9d5a717c |
completed | April 29, 2026, 4:07 a.m. |
Created at: April 17, 2026, 3:52 p.m.