Triple

T3300831
Position Surface form Disambiguated ID Type / Status
Subject Commerce, Oklahoma E69326 entity
Predicate hasCoordinateRegion P285 FINISHED
Object Northern Oklahoma
Northern Oklahoma is the region encompassing the northern portion of the U.S. state of Oklahoma, characterized by its mix of agricultural land, small towns, and energy-related industries.
 E351351 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: Northern Oklahoma | Statement: [Commerce, Oklahoma, hasCoordinateRegion, Northern Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northern Oklahoma
Context triple: [Commerce, Oklahoma, hasCoordinateRegion, Northern Oklahoma]
  • A. 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.
  • 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. Northeastern Oklahoma
    Northeastern Oklahoma is a region of Oklahoma known for its rolling green hills, lakes, and a mix of small cities and rural communities in the state's corner bordering Kansas, Missouri, and Arkansas.
  • D. 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.
  • E. 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.
  • 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: Northern Oklahoma
Triple: [Commerce, Oklahoma, hasCoordinateRegion, Northern Oklahoma]
Generated description
Northern Oklahoma is the region encompassing the northern portion of the U.S. state of Oklahoma, characterized by its mix of agricultural land, small towns, and energy-related industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northern Oklahoma
Target entity description: Northern Oklahoma is the region encompassing the northern portion of the U.S. state of Oklahoma, characterized by its mix of agricultural land, small towns, and energy-related industries.
  • A. 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.
  • 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. Northeastern Oklahoma
    Northeastern Oklahoma is a region of Oklahoma known for its rolling green hills, lakes, and a mix of small cities and rural communities in the state's corner bordering Kansas, Missouri, and Arkansas.
  • D. 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.
  • E. 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.
  • 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_69ad859e529c8190a404273f53cb487d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0a7d224819080d9a638e08bb8a8 completed March 8, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b325033aa88190a6b54b767f83fa24 completed March 12, 2026, 8:41 p.m.
NEDg Description generation batch_69b328cb09fc81908922b28a162b860a completed March 12, 2026, 8:57 p.m.
NED2 Entity disambiguation (via description) batch_69b3292d6fa88190a8ca95d9095a69ce completed March 12, 2026, 8:59 p.m.
Created at: March 8, 2026, 3:11 p.m.