Triple

T13012261
Position Surface form Disambiguated ID Type / Status
Subject Marlboro Township, New Jersey E322447 entity
Predicate governingBody P46 FINISHED
Object Township Council
The Township Council is the elected legislative body responsible for setting local laws, policies, and budgets for Marlboro Township, New Jersey.
E1015472 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: Township Council | Statement: [Marlboro Township, New Jersey, governingBody, Township Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Township Council
Context triple: [Marlboro Township, New Jersey, governingBody, Township Council]
  • A. Township Committee
    The Township Committee is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing administration in Middle Township, New Jersey.
  • B. Board of township trustees
    The Board of township trustees is a locally elected governing body responsible for overseeing administration, services, and regulations within a township.
  • C. Union Township Committee
    The Union Township Committee is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal operations in Union Township, Union County, New Jersey.
  • D. Republic Township Board
    The Republic Township Board is the elected local governing body responsible for setting policies, budgets, and ordinances for Republic Township, Michigan.
  • E. King Township Council
    King Township Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing administration in the Township of King, Ontario, Canada.
  • 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: Township Council
Triple: [Marlboro Township, New Jersey, governingBody, Township Council]
Generated description
The Township Council is the elected legislative body responsible for setting local laws, policies, and budgets for Marlboro Township, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Township Council
Target entity description: The Township Council is the elected legislative body responsible for setting local laws, policies, and budgets for Marlboro Township, New Jersey.
  • A. Township Committee
    The Township Committee is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing administration in Middle Township, New Jersey.
  • B. Board of township trustees
    The Board of township trustees is a locally elected governing body responsible for overseeing administration, services, and regulations within a township.
  • C. Union Township Committee
    The Union Township Committee is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal operations in Union Township, Union County, New Jersey.
  • D. Republic Township Board
    The Republic Township Board is the elected local governing body responsible for setting policies, budgets, and ordinances for Republic Township, Michigan.
  • E. King Township Council
    King Township Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing administration in the Township of King, Ontario, Canada.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ecbb8f4819094d55eb07cb5ad97 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c10d5b9881909db688c1ab0e6a77 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c277e6248190870b3bf9869716a7 completed May 3, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69f6c38bc0b08190b76cb0853d99ad82 completed May 3, 2026, 3:39 a.m.
Created at: April 9, 2026, 8:49 p.m.