Triple

T2793455
Position Surface form Disambiguated ID Type / Status
Subject Fort Smith metropolitan area (Oklahoma portion) E61980 entity
Predicate containsAdministrativeTerritorialEntity P747 FINISHED
Object Le Flore County, Oklahoma
Le Flore County, Oklahoma is a largely rural county in eastern Oklahoma known for its mountainous terrain, outdoor recreation areas, and inclusion in the Fort Smith metropolitan region.
E298940 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: Le Flore County, Oklahoma | Statement: [Fort Smith metropolitan area (Oklahoma portion), containsAdministrativeTerritorialEntity, Le Flore County, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Le Flore County, Oklahoma
Context triple: [Fort Smith metropolitan area (Oklahoma portion), containsAdministrativeTerritorialEntity, Le Flore County, Oklahoma]
  • A. Love County, Oklahoma
    Love County, Oklahoma is a rural county in southern Oklahoma along the Texas border, known for its location near Lake Texoma and its mix of agriculture, small communities, and recreational tourism.
  • B. Ellis County, Oklahoma
    Ellis County, Oklahoma is a sparsely populated county in western Oklahoma known for its agricultural economy and small rural communities.
  • C. Bryan County, Oklahoma
    Bryan County, Oklahoma is a county in southern Oklahoma known for its county seat of Durant and its location along the Texas border.
  • D. Craig County, Oklahoma
    Craig County, Oklahoma is a rural county in northeastern Oklahoma known for its agricultural landscape and small communities, including its county seat, Vinita.
  • E. Stephens County, Oklahoma
    Stephens County, Oklahoma is a county in southern Oklahoma whose seat and largest city is Duncan, known historically for its role in the oil industry and agriculture.
  • 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: Le Flore County, Oklahoma
Triple: [Fort Smith metropolitan area (Oklahoma portion), containsAdministrativeTerritorialEntity, Le Flore County, Oklahoma]
Generated description
Le Flore County, Oklahoma is a largely rural county in eastern Oklahoma known for its mountainous terrain, outdoor recreation areas, and inclusion in the Fort Smith metropolitan region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Le Flore County, Oklahoma
Target entity description: Le Flore County, Oklahoma is a largely rural county in eastern Oklahoma known for its mountainous terrain, outdoor recreation areas, and inclusion in the Fort Smith metropolitan region.
  • A. Love County, Oklahoma
    Love County, Oklahoma is a rural county in southern Oklahoma along the Texas border, known for its location near Lake Texoma and its mix of agriculture, small communities, and recreational tourism.
  • B. Ellis County, Oklahoma
    Ellis County, Oklahoma is a sparsely populated county in western Oklahoma known for its agricultural economy and small rural communities.
  • C. Bryan County, Oklahoma
    Bryan County, Oklahoma is a county in southern Oklahoma known for its county seat of Durant and its location along the Texas border.
  • D. Craig County, Oklahoma
    Craig County, Oklahoma is a rural county in northeastern Oklahoma known for its agricultural landscape and small communities, including its county seat, Vinita.
  • E. Stephens County, Oklahoma
    Stephens County, Oklahoma is a county in southern Oklahoma whose seat and largest city is Duncan, known historically for its role in the oil industry and agriculture.
  • 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_69ab4b7f51d881908768300ebd2fbdae completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abddd33610819085ac7c5bec0e6af0 completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc6618fb88190a653ae0d15e1a0d4 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc6d485d88190b281abec460ff24d completed March 10, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_69afc750fee08190bf3c112f6f204af4 completed March 10, 2026, 7:25 a.m.
Created at: March 6, 2026, 9:58 p.m.