Triple

T1923969
Position Surface form Disambiguated ID Type / Status
Subject Norman, Oklahoma E40186 entity
Predicate county P75 FINISHED
Object Cleveland County, Oklahoma
Cleveland County, Oklahoma is a county in central Oklahoma that includes the city of Norman and is part of the Oklahoma City metropolitan area.
 E214952 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: Cleveland County, Oklahoma | Statement: [Norman, Oklahoma, county, Cleveland County, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cleveland County, Oklahoma
Context triple: [Norman, Oklahoma, county, Cleveland County, Oklahoma]
  • A. Ellis County, Oklahoma
    Ellis County, Oklahoma is a sparsely populated county in western Oklahoma known for its agricultural economy and small rural communities.
  • B. Bryan County, Oklahoma
    Bryan County, Oklahoma is a county in southern Oklahoma known for its county seat of Durant and its location along the Texas border.
  • C. Stephens County, Oklahoma
    Stephens County, Oklahoma is a county in southern Oklahoma whose seat and largest city is Duncan, known historically for its role in the oil industry and agriculture.
  • D. Marshall County, Oklahoma
    Marshall County, Oklahoma is a rural county in southern Oklahoma known for its location along the Red River and Lake Texoma, with a local economy centered on agriculture, recreation, and small communities.
  • E. Craig County, Oklahoma
    Craig County, Oklahoma is a rural county in northeastern Oklahoma known for its agricultural landscape and small communities, including its county seat, Vinita.
  • 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: Cleveland County, Oklahoma
Triple: [Norman, Oklahoma, county, Cleveland County, Oklahoma]
Generated description
Cleveland County, Oklahoma is a county in central Oklahoma that includes the city of Norman and is part of the Oklahoma City metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cleveland County, Oklahoma
Target entity description: Cleveland County, Oklahoma is a county in central Oklahoma that includes the city of Norman and is part of the Oklahoma City metropolitan area.
  • A. Ellis County, Oklahoma
    Ellis County, Oklahoma is a sparsely populated county in western Oklahoma known for its agricultural economy and small rural communities.
  • B. Bryan County, Oklahoma
    Bryan County, Oklahoma is a county in southern Oklahoma known for its county seat of Durant and its location along the Texas border.
  • C. Stephens County, Oklahoma
    Stephens County, Oklahoma is a county in southern Oklahoma whose seat and largest city is Duncan, known historically for its role in the oil industry and agriculture.
  • D. Marshall County, Oklahoma
    Marshall County, Oklahoma is a rural county in southern Oklahoma known for its location along the Red River and Lake Texoma, with a local economy centered on agriculture, recreation, and small communities.
  • E. Craig County, Oklahoma
    Craig County, Oklahoma is a rural county in northeastern Oklahoma known for its agricultural landscape and small communities, including its county seat, Vinita.
  • 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_69a8864298748190a2f2fd34f7ef8d77 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb2359ca0819082b514a34c469b21 completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3e6678881908d72de7e0f19a648 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf472aca881908d99cf5bfcae3094 completed March 8, 2026, 10:13 p.m.
NED2 Entity disambiguation (via description) batch_69adf50d93c88190aa1cbf96526558b6 completed March 8, 2026, 10:15 p.m.
Created at: March 4, 2026, 7:35 p.m.