Triple

T996884
Position Surface form Disambiguated ID Type / Status
Subject Johnston County E21514 entity
Predicate partOf P40 FINISHED
Object Wake County–Johnston County combined statistical area
The Wake County–Johnston County combined statistical area is a U.S. Census Bureau-defined region in North Carolina that groups the economically and socially linked metropolitan and micropolitan areas centered around Wake and Johnston counties.
 E117530 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: Wake County–Johnston County combined statistical area | Statement: [Johnston County, partOf, Wake County–Johnston County combined statistical area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wake County–Johnston County combined statistical area
Context triple: [Johnston County, partOf, Wake County–Johnston County combined statistical area]
  • A. Alamance County urban area
    The Alamance County urban area is a metropolitan region in central North Carolina that encompasses the primary cities and suburbs of Alamance County within the Piedmont.
  • B. Wake County, North Carolina
    Wake County, North Carolina is a populous county in the state's Piedmont region that includes the capital city of Raleigh and serves as a major center for government, education, and technology.
  • C. Alamance County, North Carolina
    Alamance County, North Carolina is a county in the central part of the state known for its mix of small cities and rural areas, historical textile industry roots, and proximity to the Research Triangle and Piedmont Triad regions.
  • D. Mecklenburg County, North Carolina
    Mecklenburg County, North Carolina is an urban county in the south-central part of the state best known as home to Charlotte, a major financial and cultural center of the southeastern United States.
  • E. Franklin County, North Carolina
    Franklin County, North Carolina is a predominantly rural county in the north-central part of the state, known for its agricultural economy, small towns, and proximity to the Raleigh-Durham metropolitan area.
  • 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: Wake County–Johnston County combined statistical area
Triple: [Johnston County, partOf, Wake County–Johnston County combined statistical area]
Generated description
The Wake County–Johnston County combined statistical area is a U.S. Census Bureau-defined region in North Carolina that groups the economically and socially linked metropolitan and micropolitan areas centered around Wake and Johnston counties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wake County–Johnston County combined statistical area
Target entity description: The Wake County–Johnston County combined statistical area is a U.S. Census Bureau-defined region in North Carolina that groups the economically and socially linked metropolitan and micropolitan areas centered around Wake and Johnston counties.
  • A. Alamance County urban area
    The Alamance County urban area is a metropolitan region in central North Carolina that encompasses the primary cities and suburbs of Alamance County within the Piedmont.
  • B. Wake County, North Carolina
    Wake County, North Carolina is a populous county in the state's Piedmont region that includes the capital city of Raleigh and serves as a major center for government, education, and technology.
  • C. Alamance County, North Carolina
    Alamance County, North Carolina is a county in the central part of the state known for its mix of small cities and rural areas, historical textile industry roots, and proximity to the Research Triangle and Piedmont Triad regions.
  • D. Mecklenburg County, North Carolina
    Mecklenburg County, North Carolina is an urban county in the south-central part of the state best known as home to Charlotte, a major financial and cultural center of the southeastern United States.
  • E. Franklin County, North Carolina
    Franklin County, North Carolina is a predominantly rural county in the north-central part of the state, known for its agricultural economy, small towns, and proximity to the Raleigh-Durham metropolitan area.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4e0f0d081908b888c246d001786 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2593a6588190b52989e9670d84e3 completed March 7, 2026, 1:18 p.m.
NEDg Description generation batch_69ac268798cc81908254b8733437c55e completed March 7, 2026, 1:22 p.m.
NED2 Entity disambiguation (via description) batch_69ac26ee09f0819098a7b1adcbb79053 completed March 7, 2026, 1:23 p.m.
Created at: March 1, 2026, 7:41 p.m.