Triple

T15321448
Position Surface form Disambiguated ID Type / Status
Subject New Boston, New Hampshire E366299 entity
Predicate hasEmergencyServices P464 FINISHED
Object New Boston Fire Department
The New Boston Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in the town of New Boston, New Hampshire.
E1150112 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: New Boston Fire Department | Statement: [New Boston, New Hampshire, hasEmergencyServices, New Boston Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Boston Fire Department
Context triple: [New Boston, New Hampshire, hasEmergencyServices, New Boston Fire Department]
  • A. Boston Fire Department
    The Boston Fire Department is the municipal fire and rescue agency responsible for fire protection, emergency response, and related public safety services throughout the city of Boston, Massachusetts.
  • B. Quincy Fire Department
    The Quincy Fire Department is the municipal fire and emergency response agency serving the city of Quincy, Massachusetts, including neighborhoods such as Houghs Neck.
  • C. Brockton Fire Department
    The Brockton Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in the city of Brockton, Massachusetts.
  • D. Providence Fire Department
    The Providence Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and emergency medical response throughout the city of Providence, Rhode Island.
  • E. Fitchburg Fire Department
    The Fitchburg Fire Department is a municipal fire and emergency services agency responsible for protecting the city of Fitchburg, Massachusetts and its surrounding neighborhoods.
  • 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: New Boston Fire Department
Triple: [New Boston, New Hampshire, hasEmergencyServices, New Boston Fire Department]
Generated description
The New Boston Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in the town of New Boston, New Hampshire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Boston Fire Department
Target entity description: The New Boston Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in the town of New Boston, New Hampshire.
  • A. Boston Fire Department
    The Boston Fire Department is the municipal fire and rescue agency responsible for fire protection, emergency response, and related public safety services throughout the city of Boston, Massachusetts.
  • B. Quincy Fire Department
    The Quincy Fire Department is the municipal fire and emergency response agency serving the city of Quincy, Massachusetts, including neighborhoods such as Houghs Neck.
  • C. Brockton Fire Department
    The Brockton Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in the city of Brockton, Massachusetts.
  • D. Providence Fire Department
    The Providence Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and emergency medical response throughout the city of Providence, Rhode Island.
  • E. Fitchburg Fire Department
    The Fitchburg Fire Department is a municipal fire and emergency services agency responsible for protecting the city of Fitchburg, Massachusetts and its surrounding neighborhoods.
  • 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_69d85a121520819093dcce999fdefe1a completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03dd460288190b5c41f0a0aeee949 completed April 16, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef8aaef608190bd3ec9fdd215afbb completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefa435efc81908c1e88267e745cdd completed May 9, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_69fefb2ee9108190b3d8633cc9713c7b completed May 9, 2026, 9:15 a.m.
Created at: April 10, 2026, 3:16 a.m.