Triple

T12803379
Position Surface form Disambiguated ID Type / Status
Subject Campustown E306080 entity
Predicate primaryCityAssociation P3940 FINISHED
Object Champaign E862592 NE FINISHED

How this triple was built (3 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: Champaign | Statement: [Campustown, primaryCityAssociation, Champaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Champaign
Context triple: [Campustown, primaryCityAssociation, Champaign]
  • 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. City of Champaign chosen
    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.
  • C. Bloomington, Illinois
    Bloomington, Illinois is a central Illinois city known as a regional hub for education, insurance, and transportation, and for being home to Illinois State University (in adjacent Normal) and major corporate offices.
  • D. Carbondale
    Carbondale is a small historic city in northeastern Pennsylvania known for its early role in the American coal industry and rail transportation.
  • E. Berkeley, Illinois
    Berkeley, Illinois is a small suburban village in Cook County, west of Chicago, known for its residential character and proximity to major transportation routes.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: primaryCityAssociation
Context triple: [Campustown, primaryCityAssociation, Champaign]
  • A. cityAssociatedWith
    Indicates that there is a notable connection or relationship between a city and another entity, such as relevance, involvement, or contextual association.
  • B. primaryCity chosen
    Indicates that one city serves as the main or most important city associated with a given region, entity, or context.
  • C. principalCityOf
    Indicates that a city serves as the main or most important city (often administrative, economic, or cultural center) of a specified region or area.
  • D. primaryCityDocumented
    Indicates that a city is recorded or designated as the main or principal city associated with a given entity or context.
  • E. capitalCityAssociation
    Indicates a relationship where one entity serves as the capital city of another entity, such as a country, state, or region.
  • F. None of above.

Provenance (4 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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e7e3be48190ba9159c9f1ac2ccd completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d5ed774881909d2df630820e5f21 completed May 3, 2026, 4:58 a.m.
PD Predicate disambiguation batch_69d9640ed7448190b276e7fab649f7d2 completed April 10, 2026, 8:56 p.m.
Created at: April 9, 2026, 5:30 p.m.