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.