Triple

T6156864
Position Surface form Disambiguated ID Type / Status
Subject Marshall County, Oklahoma E137342 entity
Predicate contains P35 FINISHED
Object Cumberland, Oklahoma
Cumberland, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma, near Lake Texoma.
 E573449 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: Cumberland, Oklahoma | Statement: [Marshall County, Oklahoma, contains, Cumberland, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cumberland, Oklahoma
Context triple: [Marshall County, Oklahoma, contains, Cumberland, Oklahoma]
  • A. Corum, Oklahoma
    Corum, Oklahoma is a small unincorporated rural community located in southern Oklahoma within Stephens County.
  • 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. Arkoma, Oklahoma
    Arkoma, Oklahoma is a small town in Le Flore County that functions as a residential community adjacent to Fort Smith, Arkansas, within the Fort Smith metropolitan area.
  • D. Bennington, Oklahoma
    Bennington, Oklahoma is a small rural town in southeastern Oklahoma known for its agricultural community and location within Bryan County.
  • E. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • 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: Cumberland, Oklahoma
Triple: [Marshall County, Oklahoma, contains, Cumberland, Oklahoma]
Generated description
Cumberland, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma, near Lake Texoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cumberland, Oklahoma
Target entity description: Cumberland, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma, near Lake Texoma.
  • A. Corum, Oklahoma
    Corum, Oklahoma is a small unincorporated rural community located in southern Oklahoma within Stephens County.
  • 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. Arkoma, Oklahoma
    Arkoma, Oklahoma is a small town in Le Flore County that functions as a residential community adjacent to Fort Smith, Arkansas, within the Fort Smith metropolitan area.
  • D. Bennington, Oklahoma
    Bennington, Oklahoma is a small rural town in southeastern Oklahoma known for its agricultural community and location within Bryan County.
  • E. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • 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_69c008a45d008190832a9e19f5d63406 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d3177588190970a45af0d43b04c completed March 22, 2026, 9:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141867fac819093a3093aa8251eac completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c14794c3488190874b0a4d2c00514d completed March 23, 2026, 2 p.m.
NED2 Entity disambiguation (via description) batch_69c1480b10f08190891bfc8488bbaf16 completed March 23, 2026, 2:02 p.m.
Created at: March 22, 2026, 4:17 p.m.