Triple

T19657430
Position Surface form Disambiguated ID Type / Status
Subject Fulton County, Pennsylvania E471984 entity
Predicate hasMunicipality P847 FINISHED
Object Union Township
Union Township is a small rural municipality located in Fulton County in south-central Pennsylvania.
E1415615 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: Union Township | Statement: [Fulton County, Pennsylvania, hasMunicipality, Union Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Union Township
Context triple: [Fulton County, Pennsylvania, hasMunicipality, Union Township]
  • A. Union Township
    Union Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
  • B. Union Township
    Union Township is a rural municipality located within Lebanon County, Pennsylvania, known for its small communities and agricultural character.
  • C. Jordan Township
    Jordan Township is a civil township located within Antrim County in the U.S. state of Michigan.
  • D. Warren Township
    Warren Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
  • E. Williams Township
    Williams Township is a small, primarily residential municipality in Northampton County, Pennsylvania, known for its rural character and proximity to the Lehigh Valley metropolitan area.
  • 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: Union Township
Triple: [Fulton County, Pennsylvania, hasMunicipality, Union Township]
Generated description
Union Township is a small rural municipality located in Fulton County in south-central Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Union Township
Target entity description: Union Township is a small rural municipality located in Fulton County in south-central Pennsylvania.
  • A. Union Township
    Union Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
  • B. Union Township
    Union Township is a rural municipality located within Lebanon County, Pennsylvania, known for its small communities and agricultural character.
  • C. Jordan Township
    Jordan Township is a civil township located within Antrim County in the U.S. state of Michigan.
  • D. Warren Township
    Warren Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
  • E. Williams Township
    Williams Township is a small, primarily residential municipality in Northampton County, Pennsylvania, known for its rural character and proximity to the Lehigh Valley metropolitan area.
  • 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_6a083c5efa4c8190879fde20322590f5 completed May 16, 2026, 9:43 a.m.
NEDg Description generation batch_6a083cc663d48190883c1d255ca426e9 completed May 16, 2026, 9:45 a.m.
NED2 Entity disambiguation (via description) batch_6a083d57e2bc8190826328935e16f335 completed May 16, 2026, 9:48 a.m.
Created at: April 10, 2026, 1:45 p.m.