Triple

T18081231
Position Surface form Disambiguated ID Type / Status
Subject Wes Studi E432693 entity
Predicate placeOfBirth P1 FINISHED
Object Nofire Hollow, Oklahoma, United States
Nofire Hollow, Oklahoma, United States, is a rural community best known as the birthplace of acclaimed Cherokee actor and activist Wes Studi.
E1305759 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: Nofire Hollow, Oklahoma, United States | Statement: [Wes Studi, placeOfBirth, Nofire Hollow, Oklahoma, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nofire Hollow, Oklahoma, United States
Context triple: [Wes Studi, placeOfBirth, Nofire Hollow, Oklahoma, United States]
  • A. Lone Wolf, Oklahoma, United States
    Lone Wolf, Oklahoma, United States is a small rural town in Kiowa County known for its agricultural community and location near the Quartz Mountain area.
  • B. Weatherford, Oklahoma, United States
    Weatherford, Oklahoma, United States, is a small city in western Oklahoma known as the hometown of astronaut Thomas P. Stafford and for its strong ties to aerospace and Route 66 heritage.
  • C. Sand Springs, Oklahoma, United States
    Sand Springs is a small city in northeastern Oklahoma, United States, located just west of Tulsa and known historically as a planned community and suburb within the Tulsa metropolitan area.
  • D. Wynnewood, Oklahoma, United States
    Wynnewood, Oklahoma, United States, is a small town in south-central Oklahoma best known as the birthplace of retired U.S. Army General Tommy Franks.
  • E. Foraker, Oklahoma, United States
    Foraker, Oklahoma, United States is a small rural town in Osage County best known as the birthplace of actor and rodeo champion Ben Johnson.
  • 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: Nofire Hollow, Oklahoma, United States
Triple: [Wes Studi, placeOfBirth, Nofire Hollow, Oklahoma, United States]
Generated description
Nofire Hollow, Oklahoma, United States, is a rural community best known as the birthplace of acclaimed Cherokee actor and activist Wes Studi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nofire Hollow, Oklahoma, United States
Target entity description: Nofire Hollow, Oklahoma, United States, is a rural community best known as the birthplace of acclaimed Cherokee actor and activist Wes Studi.
  • A. Lone Wolf, Oklahoma, United States
    Lone Wolf, Oklahoma, United States is a small rural town in Kiowa County known for its agricultural community and location near the Quartz Mountain area.
  • B. Weatherford, Oklahoma, United States
    Weatherford, Oklahoma, United States, is a small city in western Oklahoma known as the hometown of astronaut Thomas P. Stafford and for its strong ties to aerospace and Route 66 heritage.
  • C. Sand Springs, Oklahoma, United States
    Sand Springs is a small city in northeastern Oklahoma, United States, located just west of Tulsa and known historically as a planned community and suburb within the Tulsa metropolitan area.
  • D. Wynnewood, Oklahoma, United States
    Wynnewood, Oklahoma, United States, is a small town in south-central Oklahoma best known as the birthplace of retired U.S. Army General Tommy Franks.
  • E. Foraker, Oklahoma, United States
    Foraker, Oklahoma, United States is a small rural town in Osage County best known as the birthplace of actor and rodeo champion Ben Johnson.
  • 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_69d8b907d05c819083cc3bd6021089e6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4d9fa080081909e1a05e98185a026 completed April 19, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a035d8d4ab881909b2ebe0b933e3b97 completed May 12, 2026, 5:04 p.m.
NEDg Description generation batch_6a0360cc5d648190bd7d7d756f662046 completed May 12, 2026, 5:18 p.m.
NED2 Entity disambiguation (via description) batch_6a03616317548190a09b0df1c9d6d303 completed May 12, 2026, 5:20 p.m.
Created at: April 10, 2026, 10:27 a.m.