Triple

T7480364
Position Surface form Disambiguated ID Type / Status
Subject York County, Pennsylvania E176739 entity
Predicate contains P35 FINISHED
Object Spring Garden Township, Pennsylvania
Spring Garden Township, Pennsylvania is a suburban municipality adjacent to the city of York, known for its residential neighborhoods, local parks, and mix of commercial and light industrial areas in south-central Pennsylvania.
E666652 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: Spring Garden Township, Pennsylvania | Statement: [York County, Pennsylvania, contains, Spring Garden Township, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spring Garden Township, Pennsylvania
Context triple: [York County, Pennsylvania, contains, Spring Garden Township, Pennsylvania]
  • A. Spring Township, Pennsylvania
    Spring Township, Pennsylvania is a suburban community in Berks County that serves as one of the primary residential and commercial areas within the Reading metropolitan region.
  • B. Springdale Township, Pennsylvania
    Springdale Township, Pennsylvania is a small suburban municipality in Allegheny County near Pittsburgh, known for its residential character along the Allegheny River.
  • C. Springfield Township, Pennsylvania
    Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
  • D. Scott Township, Pennsylvania
    Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
  • E. Pulaski Township, Pennsylvania
    Pulaski Township, Pennsylvania is a small residential municipality in Beaver County that forms part of the greater New Brighton area in western Pennsylvania.
  • 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: Spring Garden Township, Pennsylvania
Triple: [York County, Pennsylvania, contains, Spring Garden Township, Pennsylvania]
Generated description
Spring Garden Township, Pennsylvania is a suburban municipality adjacent to the city of York, known for its residential neighborhoods, local parks, and mix of commercial and light industrial areas in south-central Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Spring Garden Township, Pennsylvania
Target entity description: Spring Garden Township, Pennsylvania is a suburban municipality adjacent to the city of York, known for its residential neighborhoods, local parks, and mix of commercial and light industrial areas in south-central Pennsylvania.
  • A. Spring Township, Pennsylvania
    Spring Township, Pennsylvania is a suburban community in Berks County that serves as one of the primary residential and commercial areas within the Reading metropolitan region.
  • B. Springdale Township, Pennsylvania
    Springdale Township, Pennsylvania is a small suburban municipality in Allegheny County near Pittsburgh, known for its residential character along the Allegheny River.
  • C. Springfield Township, Pennsylvania
    Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
  • D. Scott Township, Pennsylvania
    Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
  • E. Pulaski Township, Pennsylvania
    Pulaski Township, Pennsylvania is a small residential municipality in Beaver County that forms part of the greater New Brighton area in western Pennsylvania.
  • 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_69c69f236ce08190a04d7679f03b29b2 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f532f4488190b6edaa96099c3b8f completed March 27, 2026, 9:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83493f0988190b8c569d34bbe2817 completed March 28, 2026, 8:05 p.m.
NEDg Description generation batch_69c835cf7a58819095ed79b84f935a84 completed March 28, 2026, 8:10 p.m.
NED2 Entity disambiguation (via description) batch_69c8366b2fcc8190bd8b07a54a848721 completed March 28, 2026, 8:13 p.m.
Created at: March 27, 2026, 3:42 p.m.