Triple

T10097914
Position Surface form Disambiguated ID Type / Status
Subject Hispanic-Serving Institution E215920 entity
Predicate legalBasis P125 FINISHED
Object Title V of the 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: Title V of the Higher Education Act of 1965 | Statement: [Hispanic-Serving Institution, legalBasis, 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: [Hispanic-Serving Institution, legalBasis, 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 (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_69ca83a4947c8190823a7495dc5d96ed completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd07c0e248190b4ab450e0b83ea0c completed April 2, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b6c218b08190853b0979296e2f83 completed April 5, 2026, 7:23 p.m.
Created at: March 30, 2026, 9:02 p.m.