Triple

T12404247
Position Surface form Disambiguated ID Type / Status
Subject Southwestern Oklahoma E296339 entity
Predicate hasCity P316 FINISHED
Object Chickasha, Oklahoma E620642 NE FINISHED

How this triple was built (2 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: Chickasha, Oklahoma | Statement: [Southwestern Oklahoma, hasCity, Chickasha, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chickasha, Oklahoma
Context triple: [Southwestern Oklahoma, hasCity, Chickasha, Oklahoma]
  • A. Chickasha chosen
    Chickasha is a small city in Grady County, Oklahoma, known historically as a regional agricultural and railroad hub and now home to the University of Science and Arts of Oklahoma.
  • B. Concho, Oklahoma
    Concho, Oklahoma is an unincorporated community in Canadian County best known as the headquarters of the Cheyenne and Arapaho Tribes.
  • C. Chouteau, Oklahoma
    Chouteau, Oklahoma is a small town in Mayes County known for its agricultural roots and proximity to major industrial facilities in northeastern Oklahoma.
  • D. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • E. Ketchum, Oklahoma
    Ketchum, Oklahoma is a small town in northeastern Oklahoma known for its proximity to Grand Lake O’ the Cherokees and its rural community character.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d48f1908190918551c794f98fe3 completed April 10, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f726570a2481909f417be6e38d283a completed May 3, 2026, 10:41 a.m.
Created at: April 8, 2026, 9:55 p.m.