Triple

T19853749
Position Surface form Disambiguated ID Type / Status
Subject Londonderry Fire Department E477075 entity
Predicate operatesUnderRegulation P12605 FINISHED
Object New Hampshire Fire Marshal’s Office
The New Hampshire Fire Marshal’s Office is the state agency responsible for fire code enforcement, fire investigations, public fire safety education, and oversight of local fire service regulations across New Hampshire.
E1397969 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 Hampshire Fire Marshal’s Office | Statement: [Londonderry Fire Department, operatesUnderRegulation, New Hampshire Fire Marshal’s Office]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Hampshire Fire Marshal’s Office
Context triple: [Londonderry Fire Department, operatesUnderRegulation, New Hampshire Fire Marshal’s Office]
  • A. Maine Office of State Fire Marshal
    The Maine Office of State Fire Marshal is the state agency responsible for fire code enforcement, fire investigations, and promoting fire safety and prevention throughout Maine.
  • B. New Hampshire Department of Justice
    The New Hampshire Department of Justice is the state's chief legal agency responsible for enforcing state law, representing the government in legal matters, and overseeing criminal justice and consumer protection activities.
  • C. New Hampshire Department of Administrative Services
    The New Hampshire Department of Administrative Services is a state government agency responsible for providing centralized administrative, financial, and operational support services to other New Hampshire state agencies and departments.
  • D. Massachusetts Department of Fire Services
    The Massachusetts Department of Fire Services is a state agency that provides training, education, prevention programs, and specialized support to fire departments and emergency responders across Massachusetts.
  • E. New Hampshire Department of Natural and Cultural Resources
    The New Hampshire Department of Natural and Cultural Resources is a state agency responsible for managing and protecting New Hampshire’s parks, historic sites, natural resources, and cultural heritage.
  • 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 Hampshire Fire Marshal’s Office
Triple: [Londonderry Fire Department, operatesUnderRegulation, New Hampshire Fire Marshal’s Office]
Generated description
The New Hampshire Fire Marshal’s Office is the state agency responsible for fire code enforcement, fire investigations, public fire safety education, and oversight of local fire service regulations across New Hampshire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Hampshire Fire Marshal’s Office
Target entity description: The New Hampshire Fire Marshal’s Office is the state agency responsible for fire code enforcement, fire investigations, public fire safety education, and oversight of local fire service regulations across New Hampshire.
  • A. Maine Office of State Fire Marshal
    The Maine Office of State Fire Marshal is the state agency responsible for fire code enforcement, fire investigations, and promoting fire safety and prevention throughout Maine.
  • B. New Hampshire Department of Justice
    The New Hampshire Department of Justice is the state's chief legal agency responsible for enforcing state law, representing the government in legal matters, and overseeing criminal justice and consumer protection activities.
  • C. New Hampshire Department of Administrative Services
    The New Hampshire Department of Administrative Services is a state government agency responsible for providing centralized administrative, financial, and operational support services to other New Hampshire state agencies and departments.
  • D. Massachusetts Department of Fire Services
    The Massachusetts Department of Fire Services is a state agency that provides training, education, prevention programs, and specialized support to fire departments and emergency responders across Massachusetts.
  • E. New Hampshire Department of Natural and Cultural Resources
    The New Hampshire Department of Natural and Cultural Resources is a state agency responsible for managing and protecting New Hampshire’s parks, historic sites, natural resources, and cultural heritage.
  • 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_69d8e51d39d081909bcfafeaaf3d2fcc completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6586aa1dc8190b6cfe051a57e338b completed April 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07d44364e8819082c2f9ac214106c9 completed May 16, 2026, 2:19 a.m.
NEDg Description generation batch_6a07d4c5097881908ac419ffb3a639da completed May 16, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_6a07d5302eb88190a838610910153459 completed May 16, 2026, 2:23 a.m.
Created at: April 10, 2026, 1:51 p.m.