Triple

T19657423
Position Surface form Disambiguated ID Type / Status
Subject Fulton County, Pennsylvania E471984 entity
Predicate hasMunicipality P847 FINISHED
Object Bethel Township
Bethel Township is a rural municipality located in Fulton County in south-central Pennsylvania, known for its agricultural landscape and small-community character.
E1410692 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: Bethel Township | Statement: [Fulton County, Pennsylvania, hasMunicipality, Bethel Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bethel Township
Context triple: [Fulton County, Pennsylvania, hasMunicipality, Bethel Township]
  • A. Bethel Township
    Bethel Township is a small suburban municipality located in Delaware County, Pennsylvania, United States.
  • B. Bethel Township
    Bethel Township is a rural municipality located in Lebanon County, Pennsylvania, known for its agricultural landscape and small-community character.
  • C. Walcott Township
    Walcott Township is a small rural township located in the U.S. state of Minnesota.
  • D. Hilliard Township
    Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
  • E. Livingston Township
    Livingston Township is a suburban municipality in Essex County, New Jersey, known for its residential neighborhoods, strong public school system, and proximity to New York City.
  • 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: Bethel Township
Triple: [Fulton County, Pennsylvania, hasMunicipality, Bethel Township]
Generated description
Bethel Township is a rural municipality located in Fulton County in south-central Pennsylvania, known for its agricultural landscape and small-community character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bethel Township
Target entity description: Bethel Township is a rural municipality located in Fulton County in south-central Pennsylvania, known for its agricultural landscape and small-community character.
  • A. Bethel Township
    Bethel Township is a small suburban municipality located in Delaware County, Pennsylvania, United States.
  • B. Bethel Township
    Bethel Township is a rural municipality located in Lebanon County, Pennsylvania, known for its agricultural landscape and small-community character.
  • C. Walcott Township
    Walcott Township is a small rural township located in the U.S. state of Minnesota.
  • D. Hilliard Township
    Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
  • E. Livingston Township
    Livingston Township is a suburban municipality in Essex County, New Jersey, known for its residential neighborhoods, strong public school system, and proximity to New York City.
  • 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_6a081f1f42bc8190b89152f422a1b0e0 completed May 16, 2026, 7:39 a.m.
NEDg Description generation batch_6a08209695e881908cb1afe6e17cd97d completed May 16, 2026, 7:45 a.m.
NED2 Entity disambiguation (via description) batch_6a08245621948190a7ae6f5e25b08a10 completed May 16, 2026, 8:01 a.m.
Created at: April 10, 2026, 1:45 p.m.