Triple

T7410190
Position Surface form Disambiguated ID Type / Status
Subject Comanche County, Oklahoma E170980 entity
Predicate contains P35 FINISHED
Object Fletcher, Oklahoma
Fletcher, Oklahoma is a small rural town in southwestern Oklahoma that is part of the Lawton metropolitan area.
E664015 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: Fletcher, Oklahoma | Statement: [Comanche County, Oklahoma, contains, Fletcher, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fletcher, Oklahoma
Context triple: [Comanche County, Oklahoma, contains, Fletcher, Oklahoma]
  • A. Foster, Oklahoma
    Foster, Oklahoma is a small rural town located in southern Oklahoma within Stephens County.
  • B. 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.
  • C. Fairland, Oklahoma
    Fairland, Oklahoma is a small town in northeastern Oklahoma known for its rural community character and location within Ottawa County.
  • D. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • E. Fairview, Oklahoma
    Fairview, Oklahoma is a small city that serves as the county seat of Major County in northwestern Oklahoma, known for its agricultural economy and proximity to the Gloss Mountains.
  • 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: Fletcher, Oklahoma
Triple: [Comanche County, Oklahoma, contains, Fletcher, Oklahoma]
Generated description
Fletcher, Oklahoma is a small rural town in southwestern Oklahoma that is part of the Lawton metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fletcher, Oklahoma
Target entity description: Fletcher, Oklahoma is a small rural town in southwestern Oklahoma that is part of the Lawton metropolitan area.
  • A. Foster, Oklahoma
    Foster, Oklahoma is a small rural town located in southern Oklahoma within Stephens County.
  • B. 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.
  • C. Fairland, Oklahoma
    Fairland, Oklahoma is a small town in northeastern Oklahoma known for its rural community character and location within Ottawa County.
  • D. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • E. Fairview, Oklahoma
    Fairview, Oklahoma is a small city that serves as the county seat of Major County in northwestern Oklahoma, known for its agricultural economy and proximity to the Gloss Mountains.
  • 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_69c68a618bdc81908d8018edadecd1a4 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f29d77848190a6170eb25483224f completed March 27, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81edbbe6481908904d1a1f7cfb20a completed March 28, 2026, 6:32 p.m.
NEDg Description generation batch_69c8218838b48190a71dfa44a52ba30c completed March 28, 2026, 6:44 p.m.
NED2 Entity disambiguation (via description) batch_69c8230e2b3481909a6460a38be2a478 completed March 28, 2026, 6:50 p.m.
Created at: March 27, 2026, 3:10 p.m.