Triple

T13164487
Position Surface form Disambiguated ID Type / Status
Subject Kingfisher County, Oklahoma E312813 entity
Predicate contains P35 FINISHED
Object Loyal, Oklahoma
Loyal, Oklahoma is a small rural town located in north-central Oklahoma within Kingfisher County.
 E1023650 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: Loyal, Oklahoma | Statement: [Kingfisher County, Oklahoma, contains, Loyal, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loyal, Oklahoma
Context triple: [Kingfisher County, Oklahoma, contains, Loyal, Oklahoma]
  • A. Noble, Oklahoma
    Noble, Oklahoma is a small city in Cleveland County known as the "Rose Rock Capital of the World" for its abundant barite rose rock formations.
  • B. Morrison, Oklahoma
    Morrison, Oklahoma is a small rural town in north-central Oklahoma known for its agricultural community and strong local school sports traditions.
  • C. Oologah, Oklahoma
    Oologah, Oklahoma is a small town in northeastern Oklahoma best known as the boyhood home of humorist Will Rogers and its proximity to Oologah Lake.
  • D. Hinton, Oklahoma
    Hinton, Oklahoma is a small town in Caddo County known for its proximity to Red Rock Canyon Adventure Park and its location along major regional highways.
  • E. Roland, Oklahoma
    Roland, Oklahoma is a small town in Sequoyah County located just west of Fort Smith, Arkansas, serving as a suburban community within the regional cross-state urban area.
  • 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: Loyal, Oklahoma
Triple: [Kingfisher County, Oklahoma, contains, Loyal, Oklahoma]
Generated description
Loyal, Oklahoma is a small rural town located in north-central Oklahoma within Kingfisher County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loyal, Oklahoma
Target entity description: Loyal, Oklahoma is a small rural town located in north-central Oklahoma within Kingfisher County.
  • A. Noble, Oklahoma
    Noble, Oklahoma is a small city in Cleveland County known as the "Rose Rock Capital of the World" for its abundant barite rose rock formations.
  • B. Morrison, Oklahoma
    Morrison, Oklahoma is a small rural town in north-central Oklahoma known for its agricultural community and strong local school sports traditions.
  • C. Oologah, Oklahoma
    Oologah, Oklahoma is a small town in northeastern Oklahoma best known as the boyhood home of humorist Will Rogers and its proximity to Oologah Lake.
  • D. Hinton, Oklahoma
    Hinton, Oklahoma is a small town in Caddo County known for its proximity to Red Rock Canyon Adventure Park and its location along major regional highways.
  • E. Roland, Oklahoma
    Roland, Oklahoma is a small town in Sequoyah County located just west of Fort Smith, Arkansas, serving as a suburban community within the regional cross-state urban area.
  • 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_69d806ac3ee081909b2fd27d060aa974 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c0bf5a48190bf245dceee24b579 completed April 10, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eaf6c9ec8190bc0097d62e57e52a completed May 3, 2026, 6:28 a.m.
NEDg Description generation batch_69f6ee07aa988190ad8bb3bc3ecf7890 completed May 3, 2026, 6:41 a.m.
NED2 Entity disambiguation (via description) batch_69f6eef335b481908dbe6fb93c9d56f2 completed May 3, 2026, 6:45 a.m.
Created at: April 9, 2026, 9:13 p.m.