Triple

T11284354
Position Surface form Disambiguated ID Type / Status
Subject Middlebush Volunteer Fire Department E267147 entity
Predicate township P852 FINISHED
Object Franklin Township
Franklin Township is a municipality in Somerset County, New Jersey, known for its suburban communities, local services, and proximity to major New York–New Jersey metropolitan areas.
E922620 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: Franklin Township | Statement: [Middlebush Volunteer Fire Department, township, Franklin Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franklin Township
Context triple: [Middlebush Volunteer Fire Department, township, Franklin Township]
  • A. Trenton Township
    Trenton Township was the former name of what is now Ewing Township in Mercer County, New Jersey, reflecting its historical roots in the Trenton area.
  • B. Medford Township
    Medford Township is a suburban municipality in southern New Jersey known for its residential communities, preserved woodlands, and proximity to the New Jersey Pinelands.
  • C. Hudson Township
    Hudson Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
  • D. Edison Township
    Edison Township is a populous suburban municipality in Middlesex County, New Jersey, known for its residential communities, commercial centers, and role as a regional transportation hub.
  • E. Galloway Township
    Galloway Township is a large municipality in Atlantic County, New Jersey, known for its mix of suburban communities, natural wetlands, and proximity to Atlantic 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: Franklin Township
Triple: [Middlebush Volunteer Fire Department, township, Franklin Township]
Generated description
Franklin Township is a municipality in Somerset County, New Jersey, known for its suburban communities, local services, and proximity to major New York–New Jersey metropolitan areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franklin Township
Target entity description: Franklin Township is a municipality in Somerset County, New Jersey, known for its suburban communities, local services, and proximity to major New York–New Jersey metropolitan areas.
  • A. Trenton Township
    Trenton Township was the former name of what is now Ewing Township in Mercer County, New Jersey, reflecting its historical roots in the Trenton area.
  • B. Medford Township
    Medford Township is a suburban municipality in southern New Jersey known for its residential communities, preserved woodlands, and proximity to the New Jersey Pinelands.
  • C. Hudson Township
    Hudson Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
  • D. Edison Township
    Edison Township is a populous suburban municipality in Middlesex County, New Jersey, known for its residential communities, commercial centers, and role as a regional transportation hub.
  • E. Galloway Township
    Galloway Township is a large municipality in Atlantic County, New Jersey, known for its mix of suburban communities, natural wetlands, and proximity to Atlantic 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_69d6aac8c2f48190ad0596f1f89f0470 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9855e8881909bd301718cbd8ca1 completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58b2614308190b9de143e3a80bfc0 completed April 20, 2026, 2:10 a.m.
NEDg Description generation batch_69e59323c5948190bc2c9512f7b0a54f completed April 20, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69e599c53704819097c0fdbbfbbb1e87 completed April 20, 2026, 3:13 a.m.
Created at: April 8, 2026, 9:31 p.m.