Triple

T12016438
Position Surface form Disambiguated ID Type / Status
Subject Caddo Parish, Louisiana E286036 entity
Predicate hasAdjacentCounty P6346 FINISHED
Object Columbia County, Arkansas
Columbia County, Arkansas is a rural county in southern Arkansas known for its timber and agricultural industries, with Magnolia as its county seat.
E963166 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: Columbia County, Arkansas | Statement: [Caddo Parish, Louisiana, hasAdjacentCounty, Columbia County, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Columbia County, Arkansas
Context triple: [Caddo Parish, Louisiana, hasAdjacentCounty, Columbia County, Arkansas]
  • A. Carroll County, Arkansas
    Carroll County, Arkansas is a rural county in the Ozark Mountains of northern Arkansas, known for its historic towns like Eureka Springs and Berryville and its scenic natural landscapes.
  • B. Newton County, Arkansas
    Newton County, Arkansas is a rural, mountainous county in northern Arkansas known for its scenic Ozark National Forest landscapes and outdoor recreation opportunities.
  • C. 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.
  • D. Crawford County, Arkansas
    Crawford County, Arkansas is a county in western Arkansas known for its county seat of Van Buren and its location along the Arkansas River near the Oklahoma border.
  • E. Pike County, Arkansas
    Pike County, Arkansas is a rural county in southwestern Arkansas known for its natural resources, outdoor recreation, and the Crater of Diamonds State Park where visitors can search for real diamonds.
  • 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: Columbia County, Arkansas
Triple: [Caddo Parish, Louisiana, hasAdjacentCounty, Columbia County, Arkansas]
Generated description
Columbia County, Arkansas is a rural county in southern Arkansas known for its timber and agricultural industries, with Magnolia as its county seat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Columbia County, Arkansas
Target entity description: Columbia County, Arkansas is a rural county in southern Arkansas known for its timber and agricultural industries, with Magnolia as its county seat.
  • A. Carroll County, Arkansas
    Carroll County, Arkansas is a rural county in the Ozark Mountains of northern Arkansas, known for its historic towns like Eureka Springs and Berryville and its scenic natural landscapes.
  • B. Newton County, Arkansas
    Newton County, Arkansas is a rural, mountainous county in northern Arkansas known for its scenic Ozark National Forest landscapes and outdoor recreation opportunities.
  • C. 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.
  • D. Crawford County, Arkansas
    Crawford County, Arkansas is a county in western Arkansas known for its county seat of Van Buren and its location along the Arkansas River near the Oklahoma border.
  • E. Pike County, Arkansas
    Pike County, Arkansas is a rural county in southwestern Arkansas known for its natural resources, outdoor recreation, and the Crater of Diamonds State Park where visitors can search for real diamonds.
  • 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_69d6ab45a368819084fce08bf0dc3705 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903d9b17881908894be80d7c1b64e completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f64464a48190a2b96e39ab411115 completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fde880f4819094b2170bf4e82138 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5ffc2cfd08190b87eccd3a73afc77 completed May 2, 2026, 1:44 p.m.
Created at: April 8, 2026, 9:47 p.m.