Triple

T5003164
Position Surface form Disambiguated ID Type / Status
Subject Pulaski County, Arkansas E112421 entity
Predicate borders P224 FINISHED
Object Perry County, Arkansas
Perry County, Arkansas is a largely rural county in central Arkansas known for its forests, farmland, and proximity to the Little Rock metropolitan area.
E494016 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: Perry County, Arkansas | Statement: [Pulaski County, Arkansas, borders, Perry County, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Perry County, Arkansas
Context triple: [Pulaski County, Arkansas, borders, Perry 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. 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.
  • 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. 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. 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.
  • 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: Perry County, Arkansas
Triple: [Pulaski County, Arkansas, borders, Perry County, Arkansas]
Generated description
Perry County, Arkansas is a largely rural county in central Arkansas known for its forests, farmland, and proximity to the Little Rock metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Perry County, Arkansas
Target entity description: Perry County, Arkansas is a largely rural county in central Arkansas known for its forests, farmland, and proximity to the Little Rock metropolitan area.
  • 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. 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.
  • 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. 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. 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.
  • 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_69bd4433d0b08190877e83959ef40d81 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd72c062d08190b755fa7461839f52 completed March 20, 2026, 4:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba57f8fc8190a0476856fba8bb76 completed March 21, 2026, 3:33 p.m.
NEDg Description generation batch_69bebc0907fc8190904f5e0f63b6213f completed March 21, 2026, 3:40 p.m.
NED2 Entity disambiguation (via description) batch_69bebc5a79608190bad0fdd6e5a099ef completed March 21, 2026, 3:42 p.m.
Created at: March 20, 2026, 1:35 p.m.