Triple

T12505658
Position Surface form Disambiguated ID Type / Status
Subject Le Flore County, Oklahoma E298940 entity
Predicate contains P35 FINISHED
Object Smithville, Oklahoma
Smithville, Oklahoma is a small rural town located in southeastern Oklahoma near the Ouachita Mountains and close to the Arkansas state border.
 E986741 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: Smithville, Oklahoma | Statement: [Le Flore County, Oklahoma, contains, Smithville, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Smithville, Oklahoma
Context triple: [Le Flore County, Oklahoma, contains, Smithville, Oklahoma]
  • A. Kingston, Oklahoma
    Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
  • B. Madill, Oklahoma
    Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
  • C. Ketchum, Oklahoma
    Ketchum, Oklahoma is a small town in northeastern Oklahoma known for its proximity to Grand Lake O’ the Cherokees and its rural community character.
  • 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. Muskogee, Oklahoma
    Muskogee, Oklahoma is a city in eastern Oklahoma known historically as a regional commercial and transportation hub and for its role in Native American and frontier history.
  • 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: Smithville, Oklahoma
Triple: [Le Flore County, Oklahoma, contains, Smithville, Oklahoma]
Generated description
Smithville, Oklahoma is a small rural town located in southeastern Oklahoma near the Ouachita Mountains and close to the Arkansas state border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Smithville, Oklahoma
Target entity description: Smithville, Oklahoma is a small rural town located in southeastern Oklahoma near the Ouachita Mountains and close to the Arkansas state border.
  • A. Kingston, Oklahoma
    Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
  • B. Madill, Oklahoma
    Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
  • C. Ketchum, Oklahoma
    Ketchum, Oklahoma is a small town in northeastern Oklahoma known for its proximity to Grand Lake O’ the Cherokees and its rural community character.
  • 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. Muskogee, Oklahoma
    Muskogee, Oklahoma is a city in eastern Oklahoma known historically as a regional commercial and transportation hub and for its role in Native American and frontier history.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dfddf38819099263b8b1e804736 completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bb5af708190b3786da334c3bf23 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64ce1b0ec8190bcbd245255e548b5 completed May 2, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f64da735f48190b051ce173c13e5b2 completed May 2, 2026, 7:16 p.m.
Created at: April 8, 2026, 9:57 p.m.