Triple

T9550867
Position Surface form Disambiguated ID Type / Status
Subject Ada, Oklahoma E230417 entity
Predicate county P75 FINISHED
Object Pontotoc County, Oklahoma
Pontotoc County, Oklahoma is a county in south-central Oklahoma whose county seat and largest city is Ada.
 E806628 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: Pontotoc County, Oklahoma | Statement: [Ada, Oklahoma, county, Pontotoc County, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pontotoc County, Oklahoma
Context triple: [Ada, Oklahoma, county, Pontotoc County, Oklahoma]
  • A. Choctaw County, Oklahoma
    Choctaw County, Oklahoma is a rural county in southeastern Oklahoma known for its location along the Red River and its historic ties to the Choctaw Nation.
  • B. Payne County, Oklahoma
    Payne County, Oklahoma is a centrally located county in the U.S. state of Oklahoma known for its agricultural economy, the presence of Oklahoma State University in Stillwater, and distinctive local geology.
  • C. Nowata County, Oklahoma
    Nowata County, Oklahoma is a rural county in northeastern Oklahoma known for its agricultural landscape, small communities, and location near the Kansas state line.
  • D. 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.
  • E. Okfuskee County, Oklahoma
    Okfuskee County, Oklahoma is a rural county in east-central Oklahoma known for its county seat of Okemah and its historical ties to Native American nations and early statehood.
  • 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: Pontotoc County, Oklahoma
Triple: [Ada, Oklahoma, county, Pontotoc County, Oklahoma]
Generated description
Pontotoc County, Oklahoma is a county in south-central Oklahoma whose county seat and largest city is Ada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pontotoc County, Oklahoma
Target entity description: Pontotoc County, Oklahoma is a county in south-central Oklahoma whose county seat and largest city is Ada.
  • A. Choctaw County, Oklahoma
    Choctaw County, Oklahoma is a rural county in southeastern Oklahoma known for its location along the Red River and its historic ties to the Choctaw Nation.
  • B. Payne County, Oklahoma
    Payne County, Oklahoma is a centrally located county in the U.S. state of Oklahoma known for its agricultural economy, the presence of Oklahoma State University in Stillwater, and distinctive local geology.
  • C. Nowata County, Oklahoma
    Nowata County, Oklahoma is a rural county in northeastern Oklahoma known for its agricultural landscape, small communities, and location near the Kansas state line.
  • D. 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.
  • E. Okfuskee County, Oklahoma
    Okfuskee County, Oklahoma is a rural county in east-central Oklahoma known for its county seat of Okemah and its historical ties to Native American nations and early statehood.
  • 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_69ca847d3be8819099c9dad2a7e786f1 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd991df7308190a56d95f195627513 completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1528068a481908d5c8037b4591db5 completed April 4, 2026, 6:03 p.m.
NEDg Description generation batch_69d153c26b8481908298b32918666562 completed April 4, 2026, 6:09 p.m.
NED2 Entity disambiguation (via description) batch_69d15445e7a88190accd19c53a6170bb completed April 4, 2026, 6:11 p.m.
Created at: March 30, 2026, 8:02 p.m.