Triple

T12212779
Position Surface form Disambiguated ID Type / Status
Subject Garvin County, Oklahoma E291005 entity
Predicate hasTown P847 FINISHED
Object Stratford, Oklahoma
Stratford, Oklahoma is a small rural town in south-central Oklahoma known for its agriculture and tight-knit community.
 E977013 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: Stratford, Oklahoma | Statement: [Garvin County, Oklahoma, hasTown, Stratford, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stratford, Oklahoma
Context triple: [Garvin County, Oklahoma, hasTown, Stratford, Oklahoma]
  • A. Stroud, Oklahoma
    Stroud, Oklahoma is a small city in Lincoln County known as a historic Route 66 community and the headquarters of the Sac and Fox Nation.
  • B. Kingston, Oklahoma
    Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
  • C. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • D. Sterling, Oklahoma
    Sterling, Oklahoma is a small rural town in southwestern Oklahoma known for its close-knit community and agricultural surroundings.
  • E. Oswalt, Oklahoma
    Oswalt, Oklahoma is a small unincorporated rural community located in southern Oklahoma within Love County.
  • 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: Stratford, Oklahoma
Triple: [Garvin County, Oklahoma, hasTown, Stratford, Oklahoma]
Generated description
Stratford, Oklahoma is a small rural town in south-central Oklahoma known for its agriculture and tight-knit community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stratford, Oklahoma
Target entity description: Stratford, Oklahoma is a small rural town in south-central Oklahoma known for its agriculture and tight-knit community.
  • A. Stroud, Oklahoma
    Stroud, Oklahoma is a small city in Lincoln County known as a historic Route 66 community and the headquarters of the Sac and Fox Nation.
  • B. Kingston, Oklahoma
    Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
  • C. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • D. Sterling, Oklahoma
    Sterling, Oklahoma is a small rural town in southwestern Oklahoma known for its close-knit community and agricultural surroundings.
  • E. Oswalt, Oklahoma
    Oswalt, Oklahoma is a small unincorporated rural community located in southern Oklahoma within Love County.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c915f548190b34a743f0a3bb51a completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a8c69308190bffae7b38cc5620b completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62be354a88190aaf5e8439b33120b completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f62c8194d881909db3d320a21f2052 completed May 2, 2026, 4:55 p.m.
Created at: April 8, 2026, 9:51 p.m.