Triple

T17855956
Position Surface form Disambiguated ID Type / Status
Subject Wayne County, Pennsylvania E445936 entity
Predicate containsTownship P847 FINISHED
Object Sterling Township, Wayne County, Pennsylvania
Sterling Township is a rural municipality in northeastern Pennsylvania known for its small-community character within Wayne County.
E1291970 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: Sterling Township, Wayne County, Pennsylvania | Statement: [Wayne County, Pennsylvania, containsTownship, Sterling Township, Wayne County, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sterling Township, Wayne County, Pennsylvania
Context triple: [Wayne County, Pennsylvania, containsTownship, Sterling Township, Wayne County, Pennsylvania]
  • A. 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.
  • B. Pittston Township, Pennsylvania
    Pittston Township, Pennsylvania is a municipality in Luzerne County best known for hosting the Wilkes-Barre/Scranton International Airport, a major air travel hub for the region.
  • C. Williams Township, Pennsylvania
    Williams Township, Pennsylvania is a primarily residential township in Northampton County in the Lehigh Valley region of eastern Pennsylvania, known for its rural character and proximity to the Delaware River.
  • D. Springfield Township, Pennsylvania
    Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
  • E. Plainfield Township, Northampton County, Pennsylvania
    Plainfield Township, Northampton County, Pennsylvania is a rural municipality in eastern Pennsylvania known for its small communities, agricultural landscape, and proximity to the Lehigh Valley region.
  • 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: Sterling Township, Wayne County, Pennsylvania
Triple: [Wayne County, Pennsylvania, containsTownship, Sterling Township, Wayne County, Pennsylvania]
Generated description
Sterling Township is a rural municipality in northeastern Pennsylvania known for its small-community character within Wayne County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sterling Township, Wayne County, Pennsylvania
Target entity description: Sterling Township is a rural municipality in northeastern Pennsylvania known for its small-community character within Wayne County.
  • A. 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.
  • B. Pittston Township, Pennsylvania
    Pittston Township, Pennsylvania is a municipality in Luzerne County best known for hosting the Wilkes-Barre/Scranton International Airport, a major air travel hub for the region.
  • C. Williams Township, Pennsylvania
    Williams Township, Pennsylvania is a primarily residential township in Northampton County in the Lehigh Valley region of eastern Pennsylvania, known for its rural character and proximity to the Delaware River.
  • D. Springfield Township, Pennsylvania
    Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
  • E. Plainfield Township, Northampton County, Pennsylvania
    Plainfield Township, Northampton County, Pennsylvania is a rural municipality in eastern Pennsylvania known for its small communities, agricultural landscape, and proximity to the Lehigh Valley region.
  • 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4978bd5e081909e192f6aada5235f completed April 19, 2026, 8:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c62097c8190a52994d2806cb54a completed May 12, 2026, 11:17 a.m.
NEDg Description generation batch_6a030d0529f081908d5fd390af9d6bb7 completed May 12, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_6a030dbb23208190bb73c4f9cee76f73 completed May 12, 2026, 11:23 a.m.
Created at: April 10, 2026, 10:17 a.m.