Triple

T11161778
Position Surface form Disambiguated ID Type / Status
Subject Columbia County, Pennsylvania E264053 entity
Predicate borderedBy P224 FINISHED
Object Montour County, Pennsylvania
Montour County, Pennsylvania is a small, predominantly rural county in central Pennsylvania known for its agricultural landscape and the presence of the town of Danville as its county seat.
E964129 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: Montour County, Pennsylvania | Statement: [Columbia County, Pennsylvania, borderedBy, Montour County, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Montour County, Pennsylvania
Context triple: [Columbia County, Pennsylvania, borderedBy, Montour County, Pennsylvania]
  • A. Monroe County, Pennsylvania
    Monroe County, Pennsylvania is a northeastern Pennsylvania county best known as part of the Pocono Mountains, a popular region for outdoor recreation and tourism.
  • B. Tioga County, Pennsylvania
    Tioga County, Pennsylvania is a largely rural county in north-central Pennsylvania known for its forests, outdoor recreation, and the Pennsylvania Grand Canyon in the Pine Creek Gorge.
  • C. Venango County, Pennsylvania
    Venango County, Pennsylvania is a rural county in the northwestern part of the state known for its historic role in the early American oil industry and its location along major waterways.
  • D. Warren County, Pennsylvania
    Warren County, Pennsylvania is a largely rural county in northwestern Pennsylvania known for its forests, outdoor recreation, and location along the Allegheny River.
  • E. Columbia County, Pennsylvania
    Columbia County, Pennsylvania is a largely rural county in northeastern Pennsylvania known for its county seat of Bloomsburg and its mix of small towns, farmland, and forested areas.
  • 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: Montour County, Pennsylvania
Triple: [Columbia County, Pennsylvania, borderedBy, Montour County, Pennsylvania]
Generated description
Montour County, Pennsylvania is a small, predominantly rural county in central Pennsylvania known for its agricultural landscape and the presence of the town of Danville as its county seat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Montour County, Pennsylvania
Target entity description: Montour County, Pennsylvania is a small, predominantly rural county in central Pennsylvania known for its agricultural landscape and the presence of the town of Danville as its county seat.
  • A. Monroe County, Pennsylvania
    Monroe County, Pennsylvania is a northeastern Pennsylvania county best known as part of the Pocono Mountains, a popular region for outdoor recreation and tourism.
  • B. Tioga County, Pennsylvania
    Tioga County, Pennsylvania is a largely rural county in north-central Pennsylvania known for its forests, outdoor recreation, and the Pennsylvania Grand Canyon in the Pine Creek Gorge.
  • C. Venango County, Pennsylvania
    Venango County, Pennsylvania is a rural county in the northwestern part of the state known for its historic role in the early American oil industry and its location along major waterways.
  • D. Warren County, Pennsylvania
    Warren County, Pennsylvania is a largely rural county in northwestern Pennsylvania known for its forests, outdoor recreation, and location along the Allegheny River.
  • E. Columbia County, Pennsylvania
    Columbia County, Pennsylvania is a largely rural county in northeastern Pennsylvania known for its county seat of Bloomsburg and its mix of small towns, farmland, and forested areas.
  • 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_69d6aa9ccddc8190868998c8b7beb060 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8832fe88190a74d81f9ed547baa completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f62fa15081909e7c71d8feda7391 completed May 2, 2026, 1:03 p.m.
NEDg Description generation batch_69f5ff815b748190932bfe163ea2847d completed May 2, 2026, 1:43 p.m.
NED2 Entity disambiguation (via description) batch_69f60185ce8c8190abe3b1f633aac55d completed May 2, 2026, 1:52 p.m.
Created at: April 8, 2026, 9:29 p.m.