Triple

T3878171
Position Surface form Disambiguated ID Type / Status
Subject University of North Texas E92554 entity
Predicate hasAcademicDivision P50 FINISHED
Object College of Liberal Arts and Social Sciences
The College of Liberal Arts and Social Sciences is an academic division that offers a broad range of humanities and social science programs, emphasizing critical thinking, cultural understanding, and interdisciplinary scholarship.
E73440 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 Liberal Arts and Social Sciences | Statement: [University of North Texas, hasAcademicDivision, College of Liberal Arts and Social Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Liberal Arts and Social Sciences
Context triple: [University of North Texas, hasAcademicDivision, College of Liberal Arts and Social Sciences]
  • A. College of Liberal Arts and Social Sciences
    The College of Liberal Arts and Social Sciences is a major academic division of DePaul University offering a wide range of humanities and social science programs grounded in liberal arts education.
  • B. College of Humanities & Social Sciences
    The College of Humanities & Social Sciences is an academic division of Louisiana State University that offers programs in disciplines such as languages, literature, history, philosophy, and the social sciences.
  • C. College of Humanities & Social Sciences
    The College of Humanities & Social Sciences is an academic division of Rowan University that offers programs in disciplines such as history, literature, languages, philosophy, and the social sciences.
  • D. College of Liberal Arts & Sciences
    The College of Liberal Arts & Sciences is a major academic division of UNC Charlotte that offers a wide range of programs in the humanities, social sciences, and natural sciences.
  • E. College of Humanities and Social Sciences
    The College of Humanities and Social Sciences is a major academic division of George Mason University that offers a wide range of programs in the liberal arts, social sciences, and related interdisciplinary 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 Liberal Arts and Social Sciences
Triple: [University of North Texas, hasAcademicDivision, College of Liberal Arts and Social Sciences]
Generated description
The College of Liberal Arts and Social Sciences is an academic division that offers a broad range of humanities and social science programs, emphasizing critical thinking, cultural understanding, and interdisciplinary scholarship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Liberal Arts and Social Sciences
Target entity description: The College of Liberal Arts and Social Sciences is an academic division that offers a broad range of humanities and social science programs, emphasizing critical thinking, cultural understanding, and interdisciplinary scholarship.
  • A. College of Liberal Arts and Social Sciences chosen
    The College of Liberal Arts and Social Sciences is a major academic division of DePaul University offering a wide range of humanities and social science programs grounded in liberal arts education.
  • B. College of Humanities & Social Sciences
    The College of Humanities & Social Sciences is an academic division of Louisiana State University that offers programs in disciplines such as languages, literature, history, philosophy, and the social sciences.
  • C. College of Humanities & Social Sciences
    The College of Humanities & Social Sciences is an academic division of Rowan University that offers programs in disciplines such as history, literature, languages, philosophy, and the social sciences.
  • D. College of Liberal Arts & Sciences
    The College of Liberal Arts & Sciences is a major academic division of UNC Charlotte that offers a wide range of programs in the humanities, social sciences, and natural sciences.
  • E. College of Humanities and Social Sciences
    The College of Humanities and Social Sciences is a major academic division of George Mason University that offers a wide range of programs in the liberal arts, social sciences, and related interdisciplinary fields.
  • F. None of above.

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_69aed967448c819086c4b358d37b25aa completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec72fa7c81909c73b3cf90597e9a completed March 9, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51253da2081908689f06975fb4db1 completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b5132715888190bc5ba6182965e813 completed March 14, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69b513b11dcc8190a2c2e3f27b4cf25e completed March 14, 2026, 7:52 a.m.
Created at: March 9, 2026, 3:20 p.m.