Triple

T6156859
Position Surface form Disambiguated ID Type / Status
Subject Marshall County, Oklahoma E137342 entity
Predicate contains P35 FINISHED
Object Little City, Oklahoma
Little City, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma.
 E594725 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: Little City, Oklahoma | Statement: [Marshall County, Oklahoma, contains, Little City, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Little City, Oklahoma
Context triple: [Marshall County, Oklahoma, contains, Little City, Oklahoma]
  • A. Kingston, Oklahoma
    Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
  • B. Empire City, Oklahoma
    Empire City is a small town in Stephens County in southern Oklahoma, known for its rural character and close-knit community.
  • C. Kaw City, Oklahoma
    Kaw City, Oklahoma is a small town in north-central Oklahoma that serves as the governmental headquarters of the Kaw Nation.
  • D. Madill, Oklahoma
    Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
  • 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: Little City, Oklahoma
Triple: [Marshall County, Oklahoma, contains, Little City, Oklahoma]
Generated description
Little City, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Little City, Oklahoma
Target entity description: Little City, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma.
  • A. Kingston, Oklahoma
    Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
  • B. Empire City, Oklahoma
    Empire City is a small town in Stephens County in southern Oklahoma, known for its rural character and close-knit community.
  • C. Kaw City, Oklahoma
    Kaw City, Oklahoma is a small town in north-central Oklahoma that serves as the governmental headquarters of the Kaw Nation.
  • D. Madill, Oklahoma
    Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
  • 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_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_69c64b9dc6d08190919aa58e05c25635 completed March 27, 2026, 9:19 a.m.
NEDg Description generation batch_69c64deef8b4819087f91573b83ffbb4 completed March 27, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_69c64e93ff088190bed68f7a5c774c19 completed March 27, 2026, 9:32 a.m.
Created at: March 22, 2026, 4:17 p.m.