Triple

T497799
Position Surface form Disambiguated ID Type / Status
Subject eastern Oklahoma E10332 entity
Predicate hasCulturalRegion P1968 FINISHED
Object Choctaw Country (tourism region, portion)
Choctaw Country is a tourism region in southeastern Oklahoma known for its Native American heritage, forested hills, lakes, and outdoor recreation.
E61982 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: Choctaw Country (tourism region, portion) | Statement: [eastern Oklahoma, hasCulturalRegion, Choctaw Country (tourism region, portion)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Choctaw Country (tourism region, portion)
Context triple: [eastern Oklahoma, hasCulturalRegion, Choctaw Country (tourism region, portion)]
  • A. Choctaw Nation
    The Choctaw Nation is a Native American tribe originally from the southeastern United States, known for being among the first tribes forcibly relocated along the Trail of Tears to Indian Territory (present-day Oklahoma).
  • B. Chickasaw Nation
    The Chickasaw Nation is a federally recognized Native American tribe originally from the Southeastern United States, known for its forced relocation along the Trail of Tears and its contemporary self-governance and cultural preservation efforts in Oklahoma.
  • C. Ozarks region (partly)
    The Ozarks region is a highland area of the central United States known for its forested mountains, plateaus, and recreational lakes spanning parts of Missouri, Arkansas, Oklahoma, and Kansas.
  • D. Cross Timbers
    Cross Timbers is a transitional ecoregion of mixed woodland and prairie that stretches across parts of Oklahoma, Texas, and Kansas, forming a natural boundary between the eastern forests and the Great Plains.
  • E. Cherokee Nation (historical)
    The historical Cherokee Nation was a sovereign Native American nation in the southeastern United States whose ancestral lands, rich in resources like gold, became the focus of intense settler encroachment and ultimately led to forced removal along the Trail of Tears.
  • 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: Choctaw Country (tourism region, portion)
Triple: [eastern Oklahoma, hasCulturalRegion, Choctaw Country (tourism region, portion)]
Generated description
Choctaw Country is a tourism region in southeastern Oklahoma known for its Native American heritage, forested hills, lakes, and outdoor recreation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Choctaw Country (tourism region, portion)
Target entity description: Choctaw Country is a tourism region in southeastern Oklahoma known for its Native American heritage, forested hills, lakes, and outdoor recreation.
  • A. Choctaw Nation
    The Choctaw Nation is a Native American tribe originally from the southeastern United States, known for being among the first tribes forcibly relocated along the Trail of Tears to Indian Territory (present-day Oklahoma).
  • B. Chickasaw Nation
    The Chickasaw Nation is a federally recognized Native American tribe originally from the Southeastern United States, known for its forced relocation along the Trail of Tears and its contemporary self-governance and cultural preservation efforts in Oklahoma.
  • C. Ozarks region (partly)
    The Ozarks region is a highland area of the central United States known for its forested mountains, plateaus, and recreational lakes spanning parts of Missouri, Arkansas, Oklahoma, and Kansas.
  • D. Cross Timbers
    Cross Timbers is a transitional ecoregion of mixed woodland and prairie that stretches across parts of Oklahoma, Texas, and Kansas, forming a natural boundary between the eastern forests and the Great Plains.
  • E. Cherokee Nation (historical)
    The historical Cherokee Nation was a sovereign Native American nation in the southeastern United States whose ancestral lands, rich in resources like gold, became the focus of intense settler encroachment and ultimately led to forced removal along the Trail of Tears.
  • 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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1183e988190bce70932a9678134 completed Feb. 28, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a481efc3a881909575c5981e13a16b completed March 1, 2026, 6:14 p.m.
NEDg Description generation batch_69a48352d91481909fb2119752595927 completed March 1, 2026, 6:20 p.m.
NED2 Entity disambiguation (via description) batch_69a483bb51c48190a0c2d9a3198e0ae2 completed March 1, 2026, 6:21 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.