Triple

T12505665
Position Surface form Disambiguated ID Type / Status
Subject Le Flore County, Oklahoma E298940 entity
Predicate borders P224 FINISHED
Object Sebastian County, Arkansas
Sebastian County, Arkansas is a county in western Arkansas that includes the city of Fort Smith and serves as an important regional economic and transportation hub along the Oklahoma border.
E986743 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: Sebastian County, Arkansas | Statement: [Le Flore County, Oklahoma, borders, Sebastian County, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sebastian County, Arkansas
Context triple: [Le Flore County, Oklahoma, borders, Sebastian County, Arkansas]
  • A. Saline County, Arkansas
    Saline County, Arkansas is a central Arkansas county in the Little Rock metropolitan area, known for its suburban communities, growing population, and mix of residential, commercial, and rural landscapes.
  • B. Madison County, Arkansas
    Madison County, Arkansas is a rural county in the Ozark Mountains of northwest Arkansas known for its rugged landscape, small communities, and historical ties to former governor Orval Faubus.
  • C. Marion County, Arkansas
    Marion County, Arkansas is a rural county in the Ozark Mountains known for its outdoor recreation, including access to Bull Shoals Lake and the White River.
  • D. Baxter County, Arkansas
    Baxter County, Arkansas is a rural county in north-central Arkansas known for its Ozark Mountain scenery, outdoor recreation on Norfork and Bull Shoals Lakes, and county seat of Mountain Home.
  • E. Conway County, Arkansas
    Conway County, Arkansas is a centrally located county in the U.S. state of Arkansas, known for its county seat of Morrilton and its position along the Arkansas River.
  • 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: Sebastian County, Arkansas
Triple: [Le Flore County, Oklahoma, borders, Sebastian County, Arkansas]
Generated description
Sebastian County, Arkansas is a county in western Arkansas that includes the city of Fort Smith and serves as an important regional economic and transportation hub along the Oklahoma border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sebastian County, Arkansas
Target entity description: Sebastian County, Arkansas is a county in western Arkansas that includes the city of Fort Smith and serves as an important regional economic and transportation hub along the Oklahoma border.
  • A. Saline County, Arkansas
    Saline County, Arkansas is a central Arkansas county in the Little Rock metropolitan area, known for its suburban communities, growing population, and mix of residential, commercial, and rural landscapes.
  • B. Madison County, Arkansas
    Madison County, Arkansas is a rural county in the Ozark Mountains of northwest Arkansas known for its rugged landscape, small communities, and historical ties to former governor Orval Faubus.
  • C. Marion County, Arkansas
    Marion County, Arkansas is a rural county in the Ozark Mountains known for its outdoor recreation, including access to Bull Shoals Lake and the White River.
  • D. Baxter County, Arkansas
    Baxter County, Arkansas is a rural county in north-central Arkansas known for its Ozark Mountain scenery, outdoor recreation on Norfork and Bull Shoals Lakes, and county seat of Mountain Home.
  • E. Conway County, Arkansas
    Conway County, Arkansas is a centrally located county in the U.S. state of Arkansas, known for its county seat of Morrilton and its position along the Arkansas River.
  • 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.