Triple

T14950935
Position Surface form Disambiguated ID Type / Status
Subject White County, Arkansas E372790 entity
Predicate borders P224 FINISHED
Object Independence County, Arkansas
Independence County, Arkansas is a largely rural county in north-central Arkansas known for its county seat of Batesville and its role as a regional center for commerce and education.
E1130310 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: Independence County, Arkansas | Statement: [White County, Arkansas, borders, Independence County, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Independence County, Arkansas
Context triple: [White County, Arkansas, borders, Independence County, Arkansas]
  • A. 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.
  • B. Franklin County, Arkansas
    Franklin County, Arkansas is a rural county in western Arkansas known for its Ozark Mountain landscapes, small communities, and agricultural and outdoor recreation-based economy.
  • 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. Jefferson County, Arkansas
    Jefferson County, Arkansas is a county in the southeastern part of the state known for its county seat of Pine Bluff and its location along the Arkansas River.
  • E. Scott County, Arkansas
    Scott County, Arkansas is a rural county in western Arkansas known for its mountainous terrain, outdoor recreation areas, and location within the Ouachita National Forest region.
  • 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: Independence County, Arkansas
Triple: [White County, Arkansas, borders, Independence County, Arkansas]
Generated description
Independence County, Arkansas is a largely rural county in north-central Arkansas known for its county seat of Batesville and its role as a regional center for commerce and education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Independence County, Arkansas
Target entity description: Independence County, Arkansas is a largely rural county in north-central Arkansas known for its county seat of Batesville and its role as a regional center for commerce and education.
  • A. 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.
  • B. Franklin County, Arkansas
    Franklin County, Arkansas is a rural county in western Arkansas known for its Ozark Mountain landscapes, small communities, and agricultural and outdoor recreation-based economy.
  • 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. Jefferson County, Arkansas
    Jefferson County, Arkansas is a county in the southeastern part of the state known for its county seat of Pine Bluff and its location along the Arkansas River.
  • E. Scott County, Arkansas
    Scott County, Arkansas is a rural county in western Arkansas known for its mountainous terrain, outdoor recreation areas, and location within the Ouachita National Forest region.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded690f2e08190ad9dad6dc05a164a completed April 15, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8bda691481909c2d89a362782ed8 completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe8fcc19e08190a0d11c8310b8625f completed May 9, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69fe91a86ae881908b492a4f255866b9 completed May 9, 2026, 1:45 a.m.
Created at: April 10, 2026, 2:39 a.m.