Triple

T2757984
Position Surface form Disambiguated ID Type / Status
Subject Lawton E61150 entity
Predicate regionServed P82 FINISHED
Object southwestern Oklahoma
Southwestern Oklahoma is a region of the U.S. state of Oklahoma characterized by its mix of prairie and rugged terrain, agricultural communities, and the presence of the Wichita Mountains.
 E296339 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: southwestern Oklahoma | Statement: [Lawton, regionServed, southwestern Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: southwestern Oklahoma
Context triple: [Lawton, regionServed, southwestern Oklahoma]
  • A. Southern Oklahoma
    Southern Oklahoma is a region of the U.S. state of Oklahoma known for its lakes, rolling plains, and recreational areas along the Texas border.
  • B. northwestern Oklahoma
    Northwestern Oklahoma is a sparsely populated region of the state characterized by its High Plains landscape, agriculture, and small rural communities.
  • C. eastern Oklahoma
    Eastern Oklahoma is a region of the U.S. state of Oklahoma known for its humid climate, rolling hills and forests, and frequent severe thunderstorms and tornadoes.
  • D. Western Oklahoma
    Western Oklahoma is a region of Oklahoma characterized by its expansive plains, agricultural and energy production, and a largely rural, sparsely populated landscape.
  • E. Western District of Oklahoma
    The Western District of Oklahoma is a federal judicial district of the United States that handles federal cases arising in the western portion of the state of Oklahoma.
  • 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: southwestern Oklahoma
Triple: [Lawton, regionServed, southwestern Oklahoma]
Generated description
Southwestern Oklahoma is a region of the U.S. state of Oklahoma characterized by its mix of prairie and rugged terrain, agricultural communities, and the presence of the Wichita Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: southwestern Oklahoma
Target entity description: Southwestern Oklahoma is a region of the U.S. state of Oklahoma characterized by its mix of prairie and rugged terrain, agricultural communities, and the presence of the Wichita Mountains.
  • A. Southern Oklahoma
    Southern Oklahoma is a region of the U.S. state of Oklahoma known for its lakes, rolling plains, and recreational areas along the Texas border.
  • B. northwestern Oklahoma
    Northwestern Oklahoma is a sparsely populated region of the state characterized by its High Plains landscape, agriculture, and small rural communities.
  • C. eastern Oklahoma
    Eastern Oklahoma is a region of the U.S. state of Oklahoma known for its humid climate, rolling hills and forests, and frequent severe thunderstorms and tornadoes.
  • D. Western Oklahoma
    Western Oklahoma is a region of Oklahoma characterized by its expansive plains, agricultural and energy production, and a largely rural, sparsely populated landscape.
  • E. Western District of Oklahoma
    The Western District of Oklahoma is a federal judicial district of the United States that handles federal cases arising in the western portion of the state of Oklahoma.
  • 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_69ab4b7a85bc819094a349b84beb1f2c completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb8ba4688190b401b6eb5b734ac6 completed March 7, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc040c5f08190898e81938afe6884 completed March 10, 2026, 6:54 a.m.
NEDg Description generation batch_69afc0c3db88819094cb835ce9401f03 completed March 10, 2026, 6:57 a.m.
NED2 Entity disambiguation (via description) batch_69afc1213c008190beb7e65eadc97ed5 completed March 10, 2026, 6:58 a.m.
Created at: March 6, 2026, 9:57 p.m.