Triple

T6037700
Position Surface form Disambiguated ID Type / Status
Subject Texas A&M University–Commerce E134462 entity
Predicate hasCollege P113 FINISHED
Object College of Humanities, Social Sciences and Arts
The College of Humanities, Social Sciences and Arts is an academic division of Texas A&M University–Commerce that offers programs in disciplines such as the liberal arts, social sciences, and fine arts.
E563667 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: College of Humanities, Social Sciences and Arts | Statement: [Texas A&M University–Commerce, hasCollege, College of Humanities, Social Sciences and Arts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Humanities, Social Sciences and Arts
Context triple: [Texas A&M University–Commerce, hasCollege, College of Humanities, Social Sciences and Arts]
  • A. College of Humanities, Arts and Social Sciences
    The College of Humanities, Arts and Social Sciences is a major academic division of Flinders University that encompasses disciplines such as the humanities, creative arts, and social sciences.
  • B. College of Humanities, Arts, and Social Sciences
    The College of Humanities, Arts, and Social Sciences is a major academic division of UC Riverside that offers a wide range of programs in the liberal arts, social sciences, and creative disciplines.
  • C. College of Humanities, Arts, and Social Sciences
    The College of Humanities, Arts, and Social Sciences is a major academic division of Nanyang Technological University that focuses on disciplines such as literature, history, media, communication, social sciences, and the arts.
  • D. College of Arts, Humanities and Social Sciences
    The College of Arts, Humanities and Social Sciences is an academic division of South Dakota State University that offers a broad range of programs in the liberal arts, creative disciplines, and social sciences.
  • E. College of Arts, Humanities and Social Sciences
    The College of Arts, Humanities and Social Sciences is an academic division of Eastern Oregon University that offers programs in disciplines such as literature, history, social sciences, and related liberal arts fields.
  • 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: College of Humanities, Social Sciences and Arts
Triple: [Texas A&M University–Commerce, hasCollege, College of Humanities, Social Sciences and Arts]
Generated description
The College of Humanities, Social Sciences and Arts is an academic division of Texas A&M University–Commerce that offers programs in disciplines such as the liberal arts, social sciences, and fine arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Humanities, Social Sciences and Arts
Target entity description: The College of Humanities, Social Sciences and Arts is an academic division of Texas A&M University–Commerce that offers programs in disciplines such as the liberal arts, social sciences, and fine arts.
  • A. College of Humanities, Arts and Social Sciences
    The College of Humanities, Arts and Social Sciences is a major academic division of Flinders University that encompasses disciplines such as the humanities, creative arts, and social sciences.
  • B. College of Humanities, Arts, and Social Sciences
    The College of Humanities, Arts, and Social Sciences is a major academic division of UC Riverside that offers a wide range of programs in the liberal arts, social sciences, and creative disciplines.
  • C. College of Humanities, Arts, and Social Sciences
    The College of Humanities, Arts, and Social Sciences is a major academic division of Nanyang Technological University that focuses on disciplines such as literature, history, media, communication, social sciences, and the arts.
  • D. College of Arts, Humanities and Social Sciences
    The College of Arts, Humanities and Social Sciences is an academic division of South Dakota State University that offers a broad range of programs in the liberal arts, creative disciplines, and social sciences.
  • E. College of Arts, Humanities and Social Sciences
    The College of Arts, Humanities and Social Sciences is a major academic division of the University of Denver that offers interdisciplinary programs in the liberal arts, creative disciplines, and social sciences.
  • 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_69c00875db5c819099dd5bb833ec43c2 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056ccac948190a27547878d4db8e4 completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1139031248190b796a655bf07a4bc completed March 23, 2026, 10:18 a.m.
NEDg Description generation batch_69c11400ddf08190b99943ada6ff2703 completed March 23, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_69c1147e55fc81909225e1fe9e3eeec4 completed March 23, 2026, 10:22 a.m.
Created at: March 22, 2026, 4:08 p.m.