Triple

T16141804
Position Surface form Disambiguated ID Type / Status
Subject Lincoln County, Oklahoma E391674 entity
Predicate containsSettlement P847 FINISHED
Object Agra, Oklahoma
Agra, Oklahoma is a small rural town in Lincoln County known for its agricultural community and small-town character.
E1225596 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: Agra, Oklahoma | Statement: [Lincoln County, Oklahoma, containsSettlement, Agra, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agra, Oklahoma
Context triple: [Lincoln County, Oklahoma, containsSettlement, Agra, Oklahoma]
  • A. Muskogee, Oklahoma
    Muskogee, Oklahoma is a city in eastern Oklahoma known historically as a regional commercial and transportation hub and for its role in Native American and frontier history.
  • B. Hartshorne, Oklahoma
    Hartshorne, Oklahoma is a small city in southeastern Oklahoma known historically as a coal-mining community within Pittsburg County.
  • C. Mustang, Oklahoma
    Mustang, Oklahoma is a rapidly growing suburban city in the Oklahoma City metropolitan area known for its family-friendly community and annual Western-themed celebrations.
  • D. Stillwater, Oklahoma
    Stillwater, Oklahoma is a mid-sized city in north-central Oklahoma best known as the home of Oklahoma State University and a regional center for education, agriculture, and industry.
  • E. Vinita, Oklahoma
    Vinita, Oklahoma is a small northeastern Oklahoma city known historically as a railroad and cattle town and for its location along major transportation routes including highways and rail lines.
  • 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: Agra, Oklahoma
Triple: [Lincoln County, Oklahoma, containsSettlement, Agra, Oklahoma]
Generated description
Agra, Oklahoma is a small rural town in Lincoln County known for its agricultural community and small-town character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agra, Oklahoma
Target entity description: Agra, Oklahoma is a small rural town in Lincoln County known for its agricultural community and small-town character.
  • A. Muskogee, Oklahoma
    Muskogee, Oklahoma is a city in eastern Oklahoma known historically as a regional commercial and transportation hub and for its role in Native American and frontier history.
  • B. Hartshorne, Oklahoma
    Hartshorne, Oklahoma is a small city in southeastern Oklahoma known historically as a coal-mining community within Pittsburg County.
  • C. Mustang, Oklahoma
    Mustang, Oklahoma is a rapidly growing suburban city in the Oklahoma City metropolitan area known for its family-friendly community and annual Western-themed celebrations.
  • D. Stillwater, Oklahoma
    Stillwater, Oklahoma is a mid-sized city in north-central Oklahoma best known as the home of Oklahoma State University and a regional center for education, agriculture, and industry.
  • E. Vinita, Oklahoma
    Vinita, Oklahoma is a small northeastern Oklahoma city known historically as a railroad and cattle town and for its location along major transportation routes including highways and rail lines.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21d9082588190bc7e6ff491f0d94e completed April 17, 2026, 11:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0084a6d6308190ad57a51b380171a2 completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a00851cc9a08190a587bd5951e4d5e0 completed May 10, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_6a0085e4b6ec81908383085ff08f0dce completed May 10, 2026, 1:19 p.m.
Created at: April 10, 2026, 5:01 a.m.