Triple

T19657427
Position Surface form Disambiguated ID Type / Status
Subject Fulton County, Pennsylvania E471984 entity
Predicate hasMunicipality P847 FINISHED
Object Taylor Township
Taylor Township is a small rural municipality located within Fulton County in south-central Pennsylvania, United States.
E1410926 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: Taylor Township | Statement: [Fulton County, Pennsylvania, hasMunicipality, Taylor Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taylor Township
Context triple: [Fulton County, Pennsylvania, hasMunicipality, Taylor Township]
  • A. Taylor Township
    Taylor Township was the former municipal designation for the area that later became the city of Taylor, Michigan.
  • B. Scott Township
    Scott Township is a suburban municipality in Allegheny County, Pennsylvania, located just southwest of Pittsburgh.
  • C. Scott Township
    Scott Township is a small municipality in northeastern Pennsylvania, known for its rural character and proximity to the Scranton metropolitan area.
  • D. March Township
    March Township was a former rural municipality in eastern Ontario, Canada, that later became part of the city of Kanata and subsequently amalgamated into the City of Ottawa.
  • E. Grant Township
    Grant Township is a civil township in Michigan’s Keweenaw County that includes the unincorporated community and tourist destination of Copper Harbor at the tip of the Keweenaw Peninsula.
  • 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: Taylor Township
Triple: [Fulton County, Pennsylvania, hasMunicipality, Taylor Township]
Generated description
Taylor Township is a small rural municipality located within Fulton County in south-central Pennsylvania, United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taylor Township
Target entity description: Taylor Township is a small rural municipality located within Fulton County in south-central Pennsylvania, United States.
  • A. Taylor Township
    Taylor Township was the former municipal designation for the area that later became the city of Taylor, Michigan.
  • B. Scott Township
    Scott Township is a suburban municipality in Allegheny County, Pennsylvania, located just southwest of Pittsburgh.
  • C. Scott Township
    Scott Township is a small municipality in northeastern Pennsylvania, known for its rural character and proximity to the Scranton metropolitan area.
  • D. March Township
    March Township was a former rural municipality in eastern Ontario, Canada, that later became part of the city of Kanata and subsequently amalgamated into the City of Ottawa.
  • E. Grant Township
    Grant Township is a civil township in Michigan’s Keweenaw County that includes the unincorporated community and tourist destination of Copper Harbor at the tip of the Keweenaw Peninsula.
  • 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_69d8e51395348190ac1416d46dfc6db0 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e641475f408190bd42ef3f8d590719 completed April 20, 2026, 3:07 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0826f137a88190ad9961718b77d0c3 completed May 16, 2026, 8:12 a.m.
NEDg Description generation batch_6a0827c6a68c8190aed2d531b4fd2030 completed May 16, 2026, 8:16 a.m.
NED2 Entity disambiguation (via description) batch_6a08288d98fc8190a146f43a027682f0 completed May 16, 2026, 8:19 a.m.
Created at: April 10, 2026, 1:45 p.m.