Triple

T15934953
Position Surface form Disambiguated ID Type / Status
Subject Lebanon County E386417 entity
Predicate hasTownship P22464 FINISHED
Object Bethel Township
Bethel Township is a rural municipality located in Lebanon County, Pennsylvania, known for its agricultural landscape and small-community character.
E1193595 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: [Lebanon County, hasTownship, Bethel Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bethel Township
Context triple: [Lebanon County, hasTownship, Bethel Township]
  • A. Bethel Township
    Bethel Township is a small suburban municipality located in Delaware County, Pennsylvania, United States.
  • B. Walcott Township
    Walcott Township is a small rural township located in the U.S. state of Minnesota.
  • C. Hilliard Township
    Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
  • D. 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.
  • E. 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.
  • 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: [Lebanon County, hasTownship, Bethel Township]
Generated description
Bethel Township is a rural municipality located in Lebanon County, 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 Lebanon County, 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. Walcott Township
    Walcott Township is a small rural township located in the U.S. state of Minnesota.
  • C. Hilliard Township
    Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
  • D. 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.
  • E. 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.
  • 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156a8bbf48190ad10011e7eb0c6a9 completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffe46b06688190a02fee3700efd709 completed May 10, 2026, 1:50 a.m.
NEDg Description generation batch_69ffe87a898881909848233ef3d508d2 completed May 10, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_69ffe8b3cdec8190b29de77b4fd3ae87 completed May 10, 2026, 2:08 a.m.
Created at: April 10, 2026, 4:53 a.m.