Triple

T13707676
Position Surface form Disambiguated ID Type / Status
Subject Bethel Township, Delaware County, Pennsylvania E328683 entity
Predicate hasSubdivisionName P12497 FINISHED
Object Bethel Township
Bethel Township is a small suburban municipality located in Delaware County, Pennsylvania, United States.
E1080596 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: [Bethel Township, Delaware County, Pennsylvania, hasSubdivisionName, Bethel Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bethel Township
Context triple: [Bethel Township, Delaware County, Pennsylvania, hasSubdivisionName, Bethel Township]
  • A. Walcott Township
    Walcott Township is a small rural township located in the U.S. state of Minnesota.
  • B. Hilliard Township
    Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
  • C. Redford Township
    Redford Township is a suburban community in southeastern Michigan that borders the city of Detroit and functions largely as a residential area within the Detroit metropolitan region.
  • D. Riverside Township
    Riverside Township is a small New Jersey municipality in Burlington County, known historically for its industrial roots and riverside location along the Delaware River.
  • E. Riverside Township
    Riverside Township is a suburban township in Cook County, Illinois, encompassing the village of Riverside and surrounding communities just west of Chicago.
  • 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: [Bethel Township, Delaware County, Pennsylvania, hasSubdivisionName, Bethel Township]
Generated description
Bethel Township is a small suburban municipality located in Delaware County, Pennsylvania, United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bethel Township
Target entity description: Bethel Township is a small suburban municipality located in Delaware County, Pennsylvania, United States.
  • A. Walcott Township
    Walcott Township is a small rural township located in the U.S. state of Minnesota.
  • B. Hilliard Township
    Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
  • C. Redford Township
    Redford Township is a suburban community in southeastern Michigan that borders the city of Detroit and functions largely as a residential area within the Detroit metropolitan region.
  • D. Riverside Township
    Riverside Township is a small New Jersey municipality in Burlington County, known historically for its industrial roots and riverside location along the Delaware River.
  • E. Riverside Township
    Riverside Township is a suburban township in Cook County, Illinois, encompassing the village of Riverside and surrounding communities just west of Chicago.
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dcad18d48c8190a26be865c31975d6 completed April 13, 2026, 8:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69fcd08852a08190b9983e0c3058671a completed May 7, 2026, 5:48 p.m.
NEDg Description generation batch_69fcd4cc2f4c81909bd30cda58fc2393 completed May 7, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_69fcd5c128c0819081edf72e25c6bc98 completed May 7, 2026, 6:11 p.m.
Created at: April 9, 2026, 9:54 p.m.