Triple

T9821831
Position Surface form Disambiguated ID Type / Status
Subject Carter County, Oklahoma E238549 entity
Predicate hasCity P316 FINISHED
Object Healdton, Oklahoma
Healdton, Oklahoma is a small city in southern Oklahoma historically known for its role in the early 20th-century oil boom.
 E822722 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: Healdton, Oklahoma | Statement: [Carter County, Oklahoma, hasCity, Healdton, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Healdton, Oklahoma
Context triple: [Carter County, Oklahoma, hasCity, Healdton, Oklahoma]
  • A. Hinton, Oklahoma
    Hinton, Oklahoma is a small town in Caddo County known for its proximity to Red Rock Canyon Adventure Park and its location along major regional highways.
  • 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. Bennington, Oklahoma
    Bennington, Oklahoma is a small rural town in southeastern Oklahoma known for its agricultural community and location within Bryan County.
  • D. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • E. 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.
  • 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: Healdton, Oklahoma
Triple: [Carter County, Oklahoma, hasCity, Healdton, Oklahoma]
Generated description
Healdton, Oklahoma is a small city in southern Oklahoma historically known for its role in the early 20th-century oil boom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Healdton, Oklahoma
Target entity description: Healdton, Oklahoma is a small city in southern Oklahoma historically known for its role in the early 20th-century oil boom.
  • A. Hinton, Oklahoma
    Hinton, Oklahoma is a small town in Caddo County known for its proximity to Red Rock Canyon Adventure Park and its location along major regional highways.
  • 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. Bennington, Oklahoma
    Bennington, Oklahoma is a small rural town in southeastern Oklahoma known for its agricultural community and location within Bryan County.
  • D. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • E. 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.
  • 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_69ca84dfde1481909f47c286d715f892 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3147ecc81908cfca84c05a367d9 completed April 2, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc7ce1908190a5131ef238541f0d completed April 5, 2026, 2:44 a.m.
NEDg Description generation batch_69d1cd0376708190bc68b5f74f476339 completed April 5, 2026, 2:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1cd70aa5481908b67afef279c38af completed April 5, 2026, 2:48 a.m.
Created at: March 30, 2026, 8:31 p.m.