Triple

T23018692
Position Surface form Disambiguated ID Type / Status
Subject Title V Developing Hispanic-Serving Institutions Program E573104 entity
Predicate partOf P40 FINISHED
Object Title V of the Higher Education 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: Title V of the Higher Education Act of 1965 | Statement: [Title V Developing Hispanic-Serving Institutions Program, partOf, Title V of the Higher Education Act of 1965]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Title V of the Higher Education Act of 1965
Context triple: [Title V Developing Hispanic-Serving Institutions Program, partOf, Title V of the 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. Higher Education Amendments of 1968
    The Higher Education Amendments of 1968 were U.S. federal legislation that expanded and strengthened the Higher Education Act by increasing financial aid and support programs to improve college access and affordability.
  • C. Higher Education Amendments of 1972
    The Higher Education Amendments of 1972 are a major U.S. federal law that reshaped higher education policy, most notably by introducing Title IX’s landmark protections against sex discrimination in education programs receiving federal funds.
  • 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. 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.
  • 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_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.