Triple

T996373
Position Surface form Disambiguated ID Type / Status
Subject University of South Florida E21503 entity
Predicate hasCollege P113 FINISHED
Object College of Arts and Sciences
The College of Arts and Sciences at the University of South Florida is the university’s largest academic unit, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
E118219 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 Arts and Sciences | Statement: [University of South Florida, hasCollege, College of Arts and Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Arts and Sciences
Context triple: [University of South Florida, hasCollege, College of Arts and Sciences]
  • A. College of Arts and Sciences
    The College of Arts and Sciences is the University of Miami’s largest and most comprehensive academic division, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
  • B. College of Arts and Sciences
    The College of Arts and Sciences is American University's primary liberal arts division, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, arts, and natural sciences.
  • C. College of Arts and Sciences
    The College of Arts and Sciences is the University of Alabama’s largest and most comprehensive academic division, encompassing a wide range of humanities, social sciences, and natural sciences programs.
  • D. College of Arts and Sciences
    The College of Arts and Sciences is the University of Portland’s primary academic division for liberal arts, humanities, natural sciences, and social sciences education and research.
  • E. College of Arts and Sciences
    The College of Arts and Sciences is Santa Clara University's primary liberal arts division, offering a broad range of undergraduate and graduate programs in the humanities, social sciences, natural sciences, and fine arts.
  • 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 Arts and Sciences
Triple: [University of South Florida, hasCollege, College of Arts and Sciences]
Generated description
The College of Arts and Sciences at the University of South Florida is the university’s largest academic unit, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Arts and Sciences
Target entity description: The College of Arts and Sciences at the University of South Florida is the university’s largest academic unit, offering a wide range of undergraduate and graduate programs across the humanities, social sciences, and natural sciences.
  • A. College of Arts and Sciences
    The College of Arts and Sciences is the University of Miami’s largest and most comprehensive academic division, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences.
  • B. College of Arts and Sciences
    The College of Arts and Sciences is the University of Alabama’s largest and most comprehensive academic division, encompassing a wide range of humanities, social sciences, and natural sciences programs.
  • C. College of Arts and Sciences
    The College of Arts and Sciences is American University's primary liberal arts division, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, arts, and natural sciences.
  • D. College of Arts and Sciences
    The College of Arts and Sciences is an academic division that offers a broad range of liberal arts, humanities, social sciences, and natural sciences programs within a university.
  • E. College of Arts and Sciences
    The College of Arts and Sciences is the University of Tennessee, Knoxville’s largest and most comprehensive academic division, encompassing a wide range of disciplines in the humanities, social sciences, natural sciences, and fine arts.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4df6dcc819084a7c0a50637a2c2 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a18db488190bf7d604fe6a33b9e completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2ab3df188190a70c46b276b562fe completed March 7, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_69ac2b28e9dc8190bdf5642def2399c5 completed March 7, 2026, 1:42 p.m.
Created at: March 1, 2026, 7:41 p.m.