Triple

T324992
Position Surface form Disambiguated ID Type / Status
Subject Thurgood Marshall College Fund E6494 entity
Predicate partnersWith P282 FINISHED
Object HBCUs
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.
 E45449 NE FINISHED

How this triple was built (4 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: HBCUs | Statement: [Thurgood Marshall College Fund, partnersWith, HBCUs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HBCUs
Context triple: [Thurgood Marshall College Fund, partnersWith, HBCUs]
  • A. 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.
  • B. Howard University
    Howard University is a renowned historically Black private research university known for its significant contributions to African American education, culture, and leadership.
  • C. North Carolina Central University
    North Carolina Central University is a public historically Black university known for its strong liberal arts, law, and business programs.
  • D. Morehouse College
    Morehouse College is a historically Black, all-male liberal arts college in Atlanta, Georgia, renowned for producing prominent African American leaders including Martin Luther King Jr.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: HBCUs
Triple: [Thurgood Marshall College Fund, partnersWith, HBCUs]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HBCUs
Target entity description: 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.
  • A. 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.
  • B. Howard University
    Howard University is a renowned historically Black private research university known for its significant contributions to African American education, culture, and leadership.
  • C. North Carolina Central University
    North Carolina Central University is a public historically Black university known for its strong liberal arts, law, and business programs.
  • D. Morehouse College
    Morehouse College is a historically Black, all-male liberal arts college in Atlanta, Georgia, renowned for producing prominent African American leaders including Martin Luther King Jr.
  • E. 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.
  • F. None of above. chosen

Provenance (5 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ee028c488190ad0109510de2956d completed Feb. 28, 2026, 1:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e011b4f08190a859bde5bdd40f21 completed March 1, 2026, 6:43 a.m.
NEDg Description generation batch_69a3e0ab4a388190abd65cdcf1478d56 completed March 1, 2026, 6:46 a.m.
NED2 Entity disambiguation (via description) batch_69a3e10a4ec48190bb9e62c29054193a completed March 1, 2026, 6:47 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.