Triple

T13668281
Position Surface form Disambiguated ID Type / Status
Subject Cherokee County, Oklahoma E327679 entity
Predicate hasTown P847 FINISHED
Object Keys, Oklahoma
Keys, Oklahoma is a small unincorporated community and census-designated place in northeastern Oklahoma known for its rural setting and proximity to the city of Tahlequah.
 E1052708 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: Keys, Oklahoma | Statement: [Cherokee County, Oklahoma, hasTown, Keys, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keys, Oklahoma
Context triple: [Cherokee County, Oklahoma, hasTown, Keys, Oklahoma]
  • A. Kemp, Oklahoma
    Kemp, Oklahoma is a small rural town located in Bryan County in the southern part of the state near the Texas border.
  • B. 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.
  • C. Okarche, Oklahoma
    Okarche, Oklahoma is a small town in central Oklahoma known for its German-Catholic heritage and popular fried chicken restaurants.
  • D. Wilson, Oklahoma
    Wilson, Oklahoma is a small rural city in southern Oklahoma known for its tight-knit community and location within Carter County.
  • E. Ruby, Oklahoma
    Ruby, Oklahoma is the fictional all-Black town in Toni Morrison’s novel "Paradise," serving as the central setting where the story’s complex social, historical, and spiritual conflicts unfold.
  • 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: Keys, Oklahoma
Triple: [Cherokee County, Oklahoma, hasTown, Keys, Oklahoma]
Generated description
Keys, Oklahoma is a small unincorporated community and census-designated place in northeastern Oklahoma known for its rural setting and proximity to the city of Tahlequah.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keys, Oklahoma
Target entity description: Keys, Oklahoma is a small unincorporated community and census-designated place in northeastern Oklahoma known for its rural setting and proximity to the city of Tahlequah.
  • A. Kemp, Oklahoma
    Kemp, Oklahoma is a small rural town located in Bryan County in the southern part of the state near the Texas border.
  • B. 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.
  • C. Okarche, Oklahoma
    Okarche, Oklahoma is a small town in central Oklahoma known for its German-Catholic heritage and popular fried chicken restaurants.
  • D. Wilson, Oklahoma
    Wilson, Oklahoma is a small rural city in southern Oklahoma known for its tight-knit community and location within Carter County.
  • E. Ruby, Oklahoma
    Ruby, Oklahoma is the fictional all-Black town in Toni Morrison’s novel "Paradise," serving as the central setting where the story’s complex social, historical, and spiritual conflicts unfold.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc65832688190aea688fee0a7cbdb completed April 12, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b0cfe0c8190b0fe50931e9788cf completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78bd727048190a57a75294a9ab53d completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c94da6c8190b9bc1d04cee19c3c completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:52 p.m.