Triple

T16439
Position Surface form Disambiguated ID Type / Status
Subject Noam Chomsky E327 entity
Predicate employer P7 FINISHED
Object University of Arizona
The University of Arizona is a major public research university in Tucson, Arizona, known for its strong programs across the sciences, humanities, and professional fields.
 E23725 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: University of Arizona | Statement: [Noam Chomsky, employer, University of Arizona]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Arizona
Context triple: [Noam Chomsky, employer, University of Arizona]
  • A. University of Florida
    The University of Florida is a major public research university in Gainesville, Florida, known for its strong academic programs, extensive research activity, and prominent athletic teams, the Florida Gators.
  • B. University of Arizona athletic department
    The University of Arizona athletic department is the administrative body that oversees and manages the university’s intercollegiate sports programs, including the Arizona Wildcats football team.
  • C. University of Michigan
    The University of Michigan is a major public research university in Ann Arbor, Michigan, renowned for its strong academic programs, extensive research output, and prominent athletic tradition.
  • D. Oregon State University
    Oregon State University is a public research university in Corvallis, Oregon, known for its strong programs in engineering, forestry, and agricultural sciences.
  • E. Colorado State University Pueblo
    Colorado State University Pueblo is a regional public university in southern Colorado known for its career-focused undergraduate and graduate programs and its role in serving a diverse, largely first-generation student population.
  • 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: University of Arizona
Triple: [Noam Chomsky, employer, University of Arizona]
Generated description
The University of Arizona is a major public research university in Tucson, Arizona, known for its strong programs across the sciences, humanities, and professional fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Arizona
Target entity description: The University of Arizona is a major public research university in Tucson, Arizona, known for its strong programs across the sciences, humanities, and professional fields.
  • A. University of Florida
    The University of Florida is a major public research university in Gainesville, Florida, known for its strong academic programs, extensive research activity, and prominent athletic teams, the Florida Gators.
  • B. University of Arizona athletic department
    The University of Arizona athletic department is the administrative body that oversees and manages the university’s intercollegiate sports programs, including the Arizona Wildcats football team.
  • C. University of Michigan
    The University of Michigan is a major public research university in Ann Arbor, Michigan, renowned for its strong academic programs, extensive research output, and prominent athletic tradition.
  • D. Oregon State University
    Oregon State University is a public research university in Corvallis, Oregon, known for its strong programs in engineering, forestry, and agricultural sciences.
  • E. Colorado State University Pueblo
    Colorado State University Pueblo is a regional public university in southern Colorado known for its career-focused undergraduate and graduate programs and its role in serving a diverse, largely first-generation student population.
  • 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_69a23d7ad88c8190bffe8ab091d86642 completed Feb. 28, 2026, 12:57 a.m.
NER Named-entity recognition batch_69a24003aca48190b98c2df43d65e496 completed Feb. 28, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a302803f50819081a480c33f08b68a completed Feb. 28, 2026, 2:58 p.m.
NEDg Description generation batch_69a30336ab2881908899f75c76b0d010 completed Feb. 28, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69a303c507e08190b60abbb1740721b8 completed Feb. 28, 2026, 3:03 p.m.
Created at: Feb. 28, 2026, 1:02 a.m.