Triple

T15236986
Position Surface form Disambiguated ID Type / Status
Subject Illinois Fighting Illini gymnastics programs E364150 entity
Predicate campus P269 FINISHED
Object Urbana–Champaign, Illinois
Urbana–Champaign, Illinois is a twin-city metropolitan area in central Illinois best known as the home of the University of Illinois’ flagship campus.
E1157507 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: Urbana–Champaign, Illinois | Statement: [Illinois Fighting Illini gymnastics programs, campus, Urbana–Champaign, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Urbana–Champaign, Illinois
Context triple: [Illinois Fighting Illini gymnastics programs, campus, Urbana–Champaign, Illinois]
  • A. Urbana
    Urbana is a city in central Illinois best known as one of the twin cities forming the home of the University of Illinois at Urbana-Champaign.
  • B. Urbana, Illinois, United States
    Urbana, Illinois, United States is a Midwestern college town best known as home to the University of Illinois at Urbana-Champaign and its major research community.
  • C. Champaign, Illinois, United States
    Champaign is a central Illinois city known for forming the Champaign–Urbana metropolitan area and hosting the main campus of the University of Illinois.
  • D. University Park, Illinois
    University Park, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities and proximity to Governors State University.
  • E. City of Champaign
    The City of Champaign is a major urban center in east-central Illinois, known for hosting part of the University of Illinois at Urbana-Champaign and serving as a regional hub for education, technology, and commerce.
  • 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: Urbana–Champaign, Illinois
Triple: [Illinois Fighting Illini gymnastics programs, campus, Urbana–Champaign, Illinois]
Generated description
Urbana–Champaign, Illinois is a twin-city metropolitan area in central Illinois best known as the home of the University of Illinois’ flagship campus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Urbana–Champaign, Illinois
Target entity description: Urbana–Champaign, Illinois is a twin-city metropolitan area in central Illinois best known as the home of the University of Illinois’ flagship campus.
  • A. Urbana
    Urbana is a city in central Illinois best known as one of the twin cities forming the home of the University of Illinois at Urbana-Champaign.
  • B. Urbana, Illinois, United States
    Urbana, Illinois, United States is a Midwestern college town best known as home to the University of Illinois at Urbana-Champaign and its major research community.
  • C. Champaign, Illinois, United States
    Champaign is a central Illinois city known for forming the Champaign–Urbana metropolitan area and hosting the main campus of the University of Illinois.
  • D. University Park, Illinois
    University Park, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities and proximity to Governors State University.
  • E. City of Champaign
    The City of Champaign is a major urban center in east-central Illinois, known for hosting part of the University of Illinois at Urbana-Champaign and serving as a regional hub for education, technology, and commerce.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007da7e988190925a9b67b8070bc7 completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff219294d48190a4b6754aa107b155 completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff2238fdd481909d958880e27d164c completed May 9, 2026, 12:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff22ac9b888190bd3e7078fd23f500 completed May 9, 2026, 12:03 p.m.
Created at: April 10, 2026, 3:12 a.m.