Triple

T17161641
Position Surface form Disambiguated ID Type / Status
Subject Toulouse Graduate School E416492 entity
Predicate affiliatedWith P254 FINISHED
Object UNT College of Liberal Arts and Social Sciences
The UNT College of Liberal Arts and Social Sciences is a major academic division of the University of North Texas that offers a wide range of undergraduate and graduate programs in the humanities, social sciences, and related interdisciplinary fields.
 E1254869 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: UNT College of Liberal Arts and Social Sciences | Statement: [Toulouse Graduate School, affiliatedWith, UNT College of Liberal Arts and Social Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UNT College of Liberal Arts and Social Sciences
Context triple: [Toulouse Graduate School, affiliatedWith, UNT College of Liberal Arts and Social Sciences]
  • A. UNC College of Arts and Sciences
    UNC College of Arts and Sciences is the largest academic unit of the University of North Carolina at Chapel Hill, encompassing a broad range of undergraduate and graduate programs in the liberal arts and sciences.
  • B. UK College of Arts and Sciences
    The UK College of Arts and Sciences is the University of Kentucky’s largest and most academically diverse college, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
  • C. UC College of Arts and Sciences
    UC College of Arts and Sciences is the University of Cincinnati’s largest and most diverse academic college, offering a broad range of undergraduate and graduate programs in the liberal arts and sciences.
  • D. Pamplin College of Arts, Humanities, and Social Sciences
    Pamplin College of Arts, Humanities, and Social Sciences is a college within Augusta University that offers undergraduate and graduate programs across disciplines such as the arts, humanities, and social sciences.
  • E. UP College of Arts and Sciences
    UP College of Arts and Sciences is the liberal arts and science college of the University of the Philippines Manila, offering foundational undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
  • 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: UNT College of Liberal Arts and Social Sciences
Triple: [Toulouse Graduate School, affiliatedWith, UNT College of Liberal Arts and Social Sciences]
Generated description
The UNT College of Liberal Arts and Social Sciences is a major academic division of the University of North Texas that offers a wide range of undergraduate and graduate programs in the humanities, social sciences, and related interdisciplinary fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UNT College of Liberal Arts and Social Sciences
Target entity description: The UNT College of Liberal Arts and Social Sciences is a major academic division of the University of North Texas that offers a wide range of undergraduate and graduate programs in the humanities, social sciences, and related interdisciplinary fields.
  • A. UNC College of Arts and Sciences
    UNC College of Arts and Sciences is the largest academic unit of the University of North Carolina at Chapel Hill, encompassing a broad range of undergraduate and graduate programs in the liberal arts and sciences.
  • B. UK College of Arts and Sciences
    The UK College of Arts and Sciences is the University of Kentucky’s largest and most academically diverse college, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
  • C. UC College of Arts and Sciences
    UC College of Arts and Sciences is the University of Cincinnati’s largest and most diverse academic college, offering a broad range of undergraduate and graduate programs in the liberal arts and sciences.
  • D. Pamplin College of Arts, Humanities, and Social Sciences
    Pamplin College of Arts, Humanities, and Social Sciences is a college within Augusta University that offers undergraduate and graduate programs across disciplines such as the arts, humanities, and social sciences.
  • E. UP College of Arts and Sciences
    UP College of Arts and Sciences is the liberal arts and science college of the University of the Philippines Manila, offering foundational undergraduate and graduate programs in the humanities, social sciences, and natural 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f91258648190a40396067ba5ecd3 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0148376bc081908372366203a27fa8 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014b5691a881908fdad49f7dadc76c completed May 11, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_6a014bbc921081909c39cd6d11400b56 completed May 11, 2026, 3:23 a.m.
Created at: April 10, 2026, 5:37 a.m.