Triple

T6881415
Position Surface form Disambiguated ID Type / Status
Subject Madison County, Arkansas E158805 entity
Predicate borderedBy P224 FINISHED
Object 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.
E630182 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: Franklin County, Arkansas | Statement: [Madison County, Arkansas, borderedBy, Franklin County, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franklin County, Arkansas
Context triple: [Madison County, Arkansas, borderedBy, Franklin 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. 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.
  • C. 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.
  • D. Washington County, Arkansas
    Washington County, Arkansas is a county in the northwest part of the state that includes the city of Fayetteville and is part of the rapidly growing Northwest Arkansas region.
  • E. 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.
  • 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: Franklin County, Arkansas
Triple: [Madison County, Arkansas, borderedBy, Franklin County, Arkansas]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franklin County, Arkansas
Target entity description: 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.
  • 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. 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.
  • C. 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.
  • D. Washington County, Arkansas
    Washington County, Arkansas is a county in the northwest part of the state that includes the city of Fayetteville and is part of the rapidly growing Northwest Arkansas region.
  • E. 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.
  • 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_69c688342f6c8190ad7eea6ba262db99 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8e798c08190b1f494a2c1445514 completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7584189008190b908f530a4525885 completed March 28, 2026, 4:25 a.m.
NEDg Description generation batch_69c758db4240819083880efae7af6e11 completed March 28, 2026, 4:28 a.m.
NED2 Entity disambiguation (via description) batch_69c759299b5481908181160055f5757b completed March 28, 2026, 4:29 a.m.
Created at: March 27, 2026, 2:23 p.m.