Triple

T12544301
Position Surface form Disambiguated ID Type / Status
Subject Hempstead County, Arkansas E299920 entity
Predicate borderedBy P224 FINISHED
Object Nevada County, Arkansas
Nevada County, Arkansas is a rural county in southwestern Arkansas known for its timber industry, agriculture, and small communities such as its county seat, Prescott.
E994254 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: Nevada County, Arkansas | Statement: [Hempstead County, Arkansas, borderedBy, Nevada County, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nevada County, Arkansas
Context triple: [Hempstead County, Arkansas, borderedBy, Nevada County, Arkansas]
  • A. 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.
  • 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. 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.
  • D. Boone County, Arkansas
    Boone County, Arkansas is a county in the north-central part of the state known for its Ozark Mountain landscapes and county seat, Harrison.
  • E. Pulaski County, Arkansas
    Pulaski County, Arkansas is a central Arkansas county that includes the state capital, Little Rock, and serves as a major political, economic, and population hub of the state.
  • 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: Nevada County, Arkansas
Triple: [Hempstead County, Arkansas, borderedBy, Nevada County, Arkansas]
Generated description
Nevada County, Arkansas is a rural county in southwestern Arkansas known for its timber industry, agriculture, and small communities such as its county seat, Prescott.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nevada County, Arkansas
Target entity description: Nevada County, Arkansas is a rural county in southwestern Arkansas known for its timber industry, agriculture, and small communities such as its county seat, Prescott.
  • A. 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.
  • 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. 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.
  • D. Boone County, Arkansas
    Boone County, Arkansas is a county in the north-central part of the state known for its Ozark Mountain landscapes and county seat, Harrison.
  • E. Pulaski County, Arkansas
    Pulaski County, Arkansas is a central Arkansas county that includes the state capital, Little Rock, and serves as a major political, economic, and population hub of the state.
  • 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_69d6ada707008190aaec1238117c9379 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9547f9a1c81908f54c58a116a8446 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6685f99a08190b6fe4cc10f1c8d73 completed May 2, 2026, 9:10 p.m.
NEDg Description generation batch_69f669527fe881909baeb84ccff506c8 completed May 2, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69f669fe4bc48190adba50ad58b10c45 completed May 2, 2026, 9:17 p.m.
Created at: April 8, 2026, 9:57 p.m.