Triple

T8863217
Position Surface form Disambiguated ID Type / Status
Subject Groveland, Massachusetts E210942 entity
Predicate hasPublicSafetyService P13246 FINISHED
Object Groveland Fire Department
The Groveland Fire Department is the municipal fire and emergency response agency serving the town of Groveland, Massachusetts.
E762261 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: Groveland Fire Department | Statement: [Groveland, Massachusetts, hasPublicSafetyService, Groveland Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Groveland Fire Department
Context triple: [Groveland, Massachusetts, hasPublicSafetyService, Groveland Fire Department]
  • A. Plainville Fire Department
    The Plainville Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Plainville, Massachusetts.
  • B. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • C. Gore Volunteer Fire Department
    The Gore Volunteer Fire Department is a community-based emergency services organization providing fire protection and rescue support to the Gore, Virginia area.
  • D. Glenview Fire Department
    The Glenview Fire Department is a municipal fire and emergency services agency serving the community of Glenview, Illinois, providing fire suppression, rescue, and emergency medical response.
  • E. Locust Valley Fire Department
    The Locust Valley Fire Department is a local volunteer emergency services organization providing fire protection and rescue services to the community of Locust Valley, New York.
  • 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: Groveland Fire Department
Triple: [Groveland, Massachusetts, hasPublicSafetyService, Groveland Fire Department]
Generated description
The Groveland Fire Department is the municipal fire and emergency response agency serving the town of Groveland, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Groveland Fire Department
Target entity description: The Groveland Fire Department is the municipal fire and emergency response agency serving the town of Groveland, Massachusetts.
  • A. Plainville Fire Department
    The Plainville Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Plainville, Massachusetts.
  • B. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • C. Gore Volunteer Fire Department
    The Gore Volunteer Fire Department is a community-based emergency services organization providing fire protection and rescue support to the Gore, Virginia area.
  • D. Glenview Fire Department
    The Glenview Fire Department is a municipal fire and emergency services agency serving the community of Glenview, Illinois, providing fire suppression, rescue, and emergency medical response.
  • E. Locust Valley Fire Department
    The Locust Valley Fire Department is a local volunteer emergency services organization providing fire protection and rescue services to the community of Locust Valley, New York.
  • 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_69ca838bbddc8190ab546d737e5d350f completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc610416b48190a26f0c457089ffca completed April 1, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa0caccd88190b6464f53d0239e47 completed April 3, 2026, 11:13 a.m.
NEDg Description generation batch_69cfa1abe8248190b6db4713292bdfd3 completed April 3, 2026, 11:17 a.m.
NED2 Entity disambiguation (via description) batch_69cfa24be80481909e2b575f99cd1dc4 completed April 3, 2026, 11:19 a.m.
Created at: March 30, 2026, 6:50 p.m.