Triple

T2318677
Position Surface form Disambiguated ID Type / Status
Subject Hampden, Maine E51123 entity
Predicate hasEmergencyService P464 FINISHED
Object Hampden Public Safety Department
Hampden Public Safety Department is the municipal agency responsible for providing police, fire, and emergency medical services to the town of Hampden, Maine.
 E255634 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: Hampden Public Safety Department | Statement: [Hampden, Maine, hasEmergencyService, Hampden Public Safety Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hampden Public Safety Department
Context triple: [Hampden, Maine, hasEmergencyService, Hampden Public Safety Department]
  • A. Darien Police Department
    The Darien Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the Village of Darien.
  • B. Hartford Police Department
    The Hartford Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Hartford, Connecticut.
  • C. Bourne Police Department
    The Bourne Police Department is the municipal law enforcement agency responsible for public safety and policing services in the Town of Bourne, Massachusetts.
  • D. Milton Police Department
    The Milton Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the town of Milton, Massachusetts.
  • E. Peabody Police Department
    The Peabody Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Peabody, Massachusetts.
  • 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: Hampden Public Safety Department
Triple: [Hampden, Maine, hasEmergencyService, Hampden Public Safety Department]
Generated description
Hampden Public Safety Department is the municipal agency responsible for providing police, fire, and emergency medical services to the town of Hampden, Maine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hampden Public Safety Department
Target entity description: Hampden Public Safety Department is the municipal agency responsible for providing police, fire, and emergency medical services to the town of Hampden, Maine.
  • A. Darien Police Department
    The Darien Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the Village of Darien.
  • B. Hartford Police Department
    The Hartford Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Hartford, Connecticut.
  • C. Bourne Police Department
    The Bourne Police Department is the municipal law enforcement agency responsible for public safety and policing services in the Town of Bourne, Massachusetts.
  • D. Milton Police Department
    The Milton Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the town of Milton, Massachusetts.
  • E. Peabody Police Department
    The Peabody Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Peabody, Massachusetts.
  • 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_69a88b074b908190ae983dbca7757d88 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc62fa60c8190b4859ce296ea4177 completed March 7, 2026, 6:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae8966cc0c819092ad299645b0aa71 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8b3693c481909c3f5f28c9b55e92 completed March 9, 2026, 8:56 a.m.
NED2 Entity disambiguation (via description) batch_69ae8bab9a3c8190aac39006ac3744a9 completed March 9, 2026, 8:58 a.m.
Created at: March 4, 2026, 7:49 p.m.