Triple

T23018953
Position Surface form Disambiguated ID Type / Status
Subject Strengthening Predominantly Black Institutions programs E573109 entity
Predicate relatedTo P37 FINISHED
Object Historically Black Colleges and Universities programs — 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: Historically Black Colleges and Universities programs | Statement: [Strengthening Predominantly Black Institutions programs, relatedTo, Historically Black Colleges and Universities programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Historically Black Colleges and Universities programs
Context triple: [Strengthening Predominantly Black Institutions programs, relatedTo, Historically Black Colleges and Universities programs]
  • A. Strengthening Predominantly Black Institutions programs
    Strengthening Predominantly Black Institutions programs are U.S. federal initiatives that provide financial and capacity-building support to colleges and universities with predominantly Black student populations to enhance educational quality and student success.
  • B. HBCUs chosen
    HBCUs (Historically Black Colleges and Universities) are institutions of higher education in the United States established primarily to serve African American students and preserve Black academic and cultural heritage.
  • C. United Negro College Fund
    The United Negro College Fund is a philanthropic organization that provides scholarships and financial support to historically Black colleges and universities and their students in the United States.
  • D. Thurgood Marshall College Fund
    The Thurgood Marshall College Fund is a nonprofit organization that supports and advocates for publicly supported historically Black colleges and universities (HBCUs) and their students through scholarships, programs, and partnerships.
  • E. HBCU GO
    HBCU GO is a media platform dedicated to showcasing sports, culture, and programming from Historically Black Colleges and Universities (HBCUs).
  • 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.