Triple

T12279844
Position Surface form Disambiguated ID Type / Status
Subject Union Beach, New Jersey E292688 entity
Predicate hasGoverningBody P760 FINISHED
Object Borough Council of Union Beach
The Borough Council of Union Beach is the municipal legislative body responsible for enacting local laws, policies, and budgets for the borough of Union Beach, New Jersey.
E975970 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: Borough Council of Union Beach | Statement: [Union Beach, New Jersey, hasGoverningBody, Borough Council of Union Beach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Borough Council of Union Beach
Context triple: [Union Beach, New Jersey, hasGoverningBody, Borough Council of Union Beach]
  • A. Perth Amboy City Council
    The Perth Amboy City Council is the municipal legislative body responsible for enacting local laws, setting policies, and overseeing governance for the city of Perth Amboy, New Jersey.
  • B. Point Pleasant Beach Police Department
    The Point Pleasant Beach Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services in the coastal borough of Point Pleasant Beach, New Jersey.
  • C. Point Pleasant Beach School District
    Point Pleasant Beach School District is a public school district in Point Pleasant Beach, New Jersey, that provides K–12 education to students in the local community.
  • D. Long Beach Township, New Jersey
    Long Beach Township, New Jersey is a coastal municipality on Long Beach Island known for its residential beach communities, tourism, and access to the Atlantic Ocean along the Jersey Shore.
  • E. Stone Harbor Borough Council
    Stone Harbor Borough Council is the municipal legislative body responsible for setting local policies, passing ordinances, and overseeing governance in the borough of Stone Harbor, New Jersey.
  • 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: Borough Council of Union Beach
Triple: [Union Beach, New Jersey, hasGoverningBody, Borough Council of Union Beach]
Generated description
The Borough Council of Union Beach is the municipal legislative body responsible for enacting local laws, policies, and budgets for the borough of Union Beach, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Borough Council of Union Beach
Target entity description: The Borough Council of Union Beach is the municipal legislative body responsible for enacting local laws, policies, and budgets for the borough of Union Beach, New Jersey.
  • A. Perth Amboy City Council
    The Perth Amboy City Council is the municipal legislative body responsible for enacting local laws, setting policies, and overseeing governance for the city of Perth Amboy, New Jersey.
  • B. Point Pleasant Beach Police Department
    The Point Pleasant Beach Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services in the coastal borough of Point Pleasant Beach, New Jersey.
  • C. Point Pleasant Beach School District
    Point Pleasant Beach School District is a public school district in Point Pleasant Beach, New Jersey, that provides K–12 education to students in the local community.
  • D. Long Beach Township, New Jersey
    Long Beach Township, New Jersey is a coastal municipality on Long Beach Island known for its residential beach communities, tourism, and access to the Atlantic Ocean along the Jersey Shore.
  • E. Stone Harbor Borough Council
    Stone Harbor Borough Council is the municipal legislative body responsible for setting local policies, passing ordinances, and overseeing governance in the borough of Stone Harbor, New Jersey.
  • 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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cf1ab8c8190a51f498bfda957d8 completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6f46f08190839ba07ef6fac984 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f622de74f0819096c5f5bf6f938fe7 completed May 2, 2026, 4:14 p.m.
NED2 Entity disambiguation (via description) batch_69f62379746c8190bc9da48775b86dfa completed May 2, 2026, 4:16 p.m.
Created at: April 8, 2026, 9:52 p.m.