Triple

T3452001
Position Surface form Disambiguated ID Type / Status
Subject Stephens County, Oklahoma E72812 entity
Predicate contains P35 FINISHED
Object Pernell, Oklahoma
Pernell, Oklahoma is a small unincorporated rural community located in south-central Oklahoma.
 E358417 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: Pernell, Oklahoma | Statement: [Stephens County, Oklahoma, contains, Pernell, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pernell, Oklahoma
Context triple: [Stephens County, Oklahoma, contains, Pernell, Oklahoma]
  • A. Arnett, Oklahoma
    Arnett, Oklahoma is a small town in western Oklahoma that serves as the administrative and commercial hub of rural Ellis County.
  • B. Poteau, Oklahoma
    Poteau, Oklahoma is a small city in Le Flore County known as a regional hub in eastern Oklahoma near the Arkansas border, close to Fort Smith.
  • C. Tahlequah, Oklahoma
    Tahlequah, Oklahoma is a small city in northeastern Oklahoma that serves as the governmental and cultural center of the Cherokee Nation.
  • D. Muldrow, Oklahoma
    Muldrow, Oklahoma is a small town in Sequoyah County that forms part of the Oklahoma portion of the Fort Smith metropolitan area.
  • 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: Pernell, Oklahoma
Triple: [Stephens County, Oklahoma, contains, Pernell, Oklahoma]
Generated description
Pernell, Oklahoma is a small unincorporated rural community located in south-central Oklahoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pernell, Oklahoma
Target entity description: Pernell, Oklahoma is a small unincorporated rural community located in south-central Oklahoma.
  • A. Arnett, Oklahoma
    Arnett, Oklahoma is a small town in western Oklahoma that serves as the administrative and commercial hub of rural Ellis County.
  • B. Poteau, Oklahoma
    Poteau, Oklahoma is a small city in Le Flore County known as a regional hub in eastern Oklahoma near the Arkansas border, close to Fort Smith.
  • C. Tahlequah, Oklahoma
    Tahlequah, Oklahoma is a small city in northeastern Oklahoma that serves as the governmental and cultural center of the Cherokee Nation.
  • D. Muldrow, Oklahoma
    Muldrow, Oklahoma is a small town in Sequoyah County that forms part of the Oklahoma portion of the Fort Smith metropolitan area.
  • 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_69ad85b12a908190a1d10a6b03b4f8ae completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbaa2f5ec81909ced93c01e8fe38b completed March 8, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69b360ef69308190a11f37ddbf3bbc7b completed March 13, 2026, 12:57 a.m.
NEDg Description generation batch_69b361958fd88190bd4a8d9837af6610 completed March 13, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b362310884819082a59ab92fe05fdd completed March 13, 2026, 1:02 a.m.
Created at: March 8, 2026, 3:16 p.m.