Triple

T12134644
Position Surface form Disambiguated ID Type / Status
Subject Long Hill Township, New Jersey E289020 entity
Predicate hasEmergencyService P464 FINISHED
Object Millington Volunteer Fire Company
Millington Volunteer Fire Company is a community-based volunteer fire department that provides fire protection and emergency response services to the Millington section of Long Hill Township, New Jersey.
 E966429 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: Millington Volunteer Fire Company | Statement: [Long Hill Township, New Jersey, hasEmergencyService, Millington Volunteer Fire Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Millington Volunteer Fire Company
Context triple: [Long Hill Township, New Jersey, hasEmergencyService, Millington Volunteer Fire Company]
  • A. Moody Fire Department
    The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
  • B. Mocksville Fire Department
    The Mocksville Fire Department is the municipal fire and emergency response agency serving the town of Mocksville, North Carolina.
  • C. Milton Fire Department
    The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
  • D. Mauldin Fire Department
    The Mauldin Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Mauldin, South Carolina.
  • E. Meridian Township Fire Department
    The Meridian Township Fire Department is the municipal fire and emergency medical services agency that protects Meridian Township, including the community of Okemos, in Michigan.
  • 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: Millington Volunteer Fire Company
Triple: [Long Hill Township, New Jersey, hasEmergencyService, Millington Volunteer Fire Company]
Generated description
Millington Volunteer Fire Company is a community-based volunteer fire department that provides fire protection and emergency response services to the Millington section of Long Hill Township, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Millington Volunteer Fire Company
Target entity description: Millington Volunteer Fire Company is a community-based volunteer fire department that provides fire protection and emergency response services to the Millington section of Long Hill Township, New Jersey.
  • A. Moody Fire Department
    The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
  • B. Mocksville Fire Department
    The Mocksville Fire Department is the municipal fire and emergency response agency serving the town of Mocksville, North Carolina.
  • C. Milton Fire Department
    The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
  • D. Mauldin Fire Department
    The Mauldin Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Mauldin, South Carolina.
  • E. Meridian Township Fire Department
    The Meridian Township Fire Department is the municipal fire and emergency medical services agency that protects Meridian Township, including the community of Okemos, in Michigan.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158c59e0819094d4522a107482b2 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f68eab98819086a480a90312c3fe completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f6017f89d88190b766af7828794d87 completed May 2, 2026, 1:51 p.m.
NED2 Entity disambiguation (via description) batch_69f60232d89881909f254da6deb7f321 completed May 2, 2026, 1:54 p.m.
Created at: April 8, 2026, 9:49 p.m.