Triple

T10055077
Position Surface form Disambiguated ID Type / Status
Subject Western Oklahoma E208839 entity
Predicate hasCity P316 FINISHED
Object Elk City
Elk City is a small city in western Oklahoma known historically for its role as a stop along U.S. Route 66 and its regional oil and gas industry.
 E838566 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: Elk City | Statement: [Western Oklahoma, hasCity, Elk City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elk City
Context triple: [Western Oklahoma, hasCity, Elk City]
  • A. Pauls Valley
    Pauls Valley is a small city in Garvin County known as a regional hub in southern Oklahoma with a historic downtown and ties to agriculture and transportation.
  • B. Chickasha
    Chickasha is a small city in Grady County, Oklahoma, known historically as a regional agricultural and railroad hub and now home to the University of Science and Arts of Oklahoma.
  • C. Tucumcari
    Tucumcari is a small city in eastern New Mexico known for its historic Route 66 landmarks and role as a regional service and tourism hub.
  • D. Falls City
    Falls City is a small city in southeastern Nebraska that serves as the county seat of Richardson County and a regional hub near the Kansas and Missouri borders.
  • E. Pawhuska, Oklahoma
    Pawhuska, Oklahoma is a small city in northeastern Oklahoma that serves as the governmental and cultural center of the Osage Nation.
  • 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: Elk City
Triple: [Western Oklahoma, hasCity, Elk City]
Generated description
Elk City is a small city in western Oklahoma known historically for its role as a stop along U.S. Route 66 and its regional oil and gas industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elk City
Target entity description: Elk City is a small city in western Oklahoma known historically for its role as a stop along U.S. Route 66 and its regional oil and gas industry.
  • A. Pauls Valley
    Pauls Valley is a small city in Garvin County known as a regional hub in southern Oklahoma with a historic downtown and ties to agriculture and transportation.
  • B. Chickasha
    Chickasha is a small city in Grady County, Oklahoma, known historically as a regional agricultural and railroad hub and now home to the University of Science and Arts of Oklahoma.
  • C. Tucumcari
    Tucumcari is a small city in eastern New Mexico known for its historic Route 66 landmarks and role as a regional service and tourism hub.
  • D. Falls City
    Falls City is a small city in southeastern Nebraska that serves as the county seat of Richardson County and a regional hub near the Kansas and Missouri borders.
  • E. Pawhuska, Oklahoma
    Pawhuska, Oklahoma is a small city in northeastern Oklahoma that serves as the governmental and cultural center of the Osage Nation.
  • 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_69ca836094408190a36a1ea7e9a86fcd completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcfacacd08190abe66f8bb17b92c7 completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29a49cb208190b56d991a523efbac completed April 5, 2026, 5:22 p.m.
NEDg Description generation batch_69d29b7430248190b8965eaf1286dd7c completed April 5, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_69d29c7ba9f081908f4614098d6c954b completed April 5, 2026, 5:31 p.m.
Created at: March 30, 2026, 8:57 p.m.