Triple

T1025410
Position Surface form Disambiguated ID Type / Status
Subject Lawrence County E22128 entity
Predicate borderedBy P224 FINISHED
Object Butler County, Pennsylvania
Butler County, Pennsylvania is a county in western Pennsylvania known for its mix of small industrial cities, rural communities, and recreational areas such as Moraine State Park.
E166947 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: Butler County, Pennsylvania | Statement: [Lawrence County, borderedBy, Butler County, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Butler County, Pennsylvania
Context triple: [Lawrence County, borderedBy, Butler County, Pennsylvania]
  • A. Fayette County, Pennsylvania
    Fayette County, Pennsylvania is a largely rural county in the southwestern part of the state, known for its Appalachian landscape, historic industrial and coal-mining heritage, and attractions such as Fallingwater and Fort Necessity.
  • B. Washington County, Pennsylvania
    Washington County, Pennsylvania is a county in the southwestern part of the state known for its role in early American history, including the Whiskey Rebellion, and for its mix of suburban communities and rural landscapes.
  • C. Pike County, Pennsylvania
    Pike County, Pennsylvania is a largely rural county in northeastern Pennsylvania known for its scenic Delaware River landscapes, outdoor recreation, and proximity to the New York and New Jersey borders.
  • D. Greene County, Pennsylvania
    Greene County, Pennsylvania is a rural county in the southwestern corner of the state, known historically for coal mining and its location along the West Virginia border.
  • E. Franklin County, Pennsylvania
    Franklin County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its agricultural landscape, historic towns, and role in Civil War-era events.
  • 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: Butler County, Pennsylvania
Triple: [Lawrence County, borderedBy, Butler County, Pennsylvania]
Generated description
Butler County, Pennsylvania is a county in western Pennsylvania known for its mix of small industrial cities, rural communities, and recreational areas such as Moraine State Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Butler County, Pennsylvania
Target entity description: Butler County, Pennsylvania is a county in western Pennsylvania known for its mix of small industrial cities, rural communities, and recreational areas such as Moraine State Park.
  • A. Fayette County, Pennsylvania
    Fayette County, Pennsylvania is a largely rural county in the southwestern part of the state, known for its Appalachian landscape, historic industrial and coal-mining heritage, and attractions such as Fallingwater and Fort Necessity.
  • B. Washington County, Pennsylvania
    Washington County, Pennsylvania is a county in the southwestern part of the state known for its role in early American history, including the Whiskey Rebellion, and for its mix of suburban communities and rural landscapes.
  • C. Pike County, Pennsylvania
    Pike County, Pennsylvania is a largely rural county in northeastern Pennsylvania known for its scenic Delaware River landscapes, outdoor recreation, and proximity to the New York and New Jersey borders.
  • D. Greene County, Pennsylvania
    Greene County, Pennsylvania is a rural county in the southwestern corner of the state, known historically for coal mining and its location along the West Virginia border.
  • E. Franklin County, Pennsylvania
    Franklin County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its agricultural landscape, historic towns, and role in Civil War-era events.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7f4c66c8190b6098fb72c1465a3 completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e5948bc819085b3a68784e520c5 completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad0edd84e4819081a23828e69cd9a1 completed March 8, 2026, 5:53 a.m.
NED2 Entity disambiguation (via description) batch_69ad0f90cdec81908a981e12184cdd75 completed March 8, 2026, 5:56 a.m.
Created at: March 1, 2026, 7:41 p.m.