Triple

T20094204
Position Surface form Disambiguated ID Type / Status
Subject Manawatū District E496354 entity
Predicate containsTown P847 FINISHED
Object Cheltenham NE NERFINISHED

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: Cheltenham | Statement: [Manawatū District, containsTown, Cheltenham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cheltenham
Context triple: [Manawatū District, containsTown, Cheltenham]
  • A. Cheltenham
    Cheltenham is a spa town in Gloucestershire, England, known for its Regency architecture, cultural festivals, and the prestigious Cheltenham Racecourse.
  • B. Cheltenham
    Cheltenham is a residential suburb in the western suburbs of Adelaide, South Australia, known for its mix of housing, local parks, and proximity to major transport routes.
  • C. Cheltenham
    Cheltenham is a residential and commercial suburb in Melbourne, Victoria, known for its shopping precincts and proximity to Port Phillip Bay.
  • D. Cheltenham Racecourse
    Cheltenham Racecourse is a premier British horse racing venue in Gloucestershire, best known for hosting the prestigious Cheltenham Festival and its flagship Cheltenham Gold Cup steeplechase.
  • E. Cheltenham, Gloucestershire, England
    Cheltenham, Gloucestershire, England is a historic spa and Regency town in southwest England known for its elegant architecture, cultural festivals, and horse racing.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cheltenham
Target entity description: Cheltenham is a small rural township located in New Zealand’s Manawatū District on the North Island.
  • A. Cheltenham
    Cheltenham is a spa town in Gloucestershire, England, known for its Regency architecture, cultural festivals, and the prestigious Cheltenham Racecourse.
  • B. Cheltenham
    Cheltenham is a residential and commercial suburb in Melbourne, Victoria, known for its shopping precincts and proximity to Port Phillip Bay.
  • C. Cheltenham
    Cheltenham is a residential suburb in the western suburbs of Adelaide, South Australia, known for its mix of housing, local parks, and proximity to major transport routes.
  • D. Cheltenham Racecourse
    Cheltenham Racecourse is a premier British horse racing venue in Gloucestershire, best known for hosting the prestigious Cheltenham Festival and its flagship Cheltenham Gold Cup steeplechase.
  • E. Cheltenham, Gloucestershire, England
    Cheltenham, Gloucestershire, England is a historic spa and Regency town in southwest England known for its elegant architecture, cultural festivals, and horse racing.
  • F. None of above. chosen

Provenance (2 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6666a7a94819080ebabfba9762f97 completed April 20, 2026, 5:46 p.m.
Created at: April 11, 2026, 11:23 p.m.