Triple

T11078492
Position Surface form Disambiguated ID Type / Status
Subject San Marino, California E261926 entity
Predicate hasFireDepartment P464 FINISHED
Object San Marino Fire Department
The San Marino Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the city of San Marino, California.
 E902191 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: San Marino Fire Department | Statement: [San Marino, California, hasFireDepartment, San Marino Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: San Marino Fire Department
Context triple: [San Marino, California, hasFireDepartment, San Marino Fire Department]
  • A. Verona Fire Department
    The Verona Fire Department is the municipal fire and emergency response agency serving the township of Verona in Essex County, New Jersey.
  • B. Vatican City Fire Brigade
    The Vatican City Fire Brigade is the small professional firefighting and emergency response service responsible for protecting the buildings, residents, and visitors within Vatican City.
  • C. Firefighters Corps of Italy
    The Firefighters Corps of Italy is the national emergency service responsible for fire prevention, firefighting, and technical rescue operations across Italy.
  • D. Pala Fire Department
    The Pala Fire Department is the fire and emergency services agency serving the Pala Band of Mission Indians’ reservation and surrounding community in Southern California.
  • E. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • 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: San Marino Fire Department
Triple: [San Marino, California, hasFireDepartment, San Marino Fire Department]
Generated description
The San Marino Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the city of San Marino, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: San Marino Fire Department
Target entity description: The San Marino Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the city of San Marino, California.
  • A. Verona Fire Department
    The Verona Fire Department is the municipal fire and emergency response agency serving the township of Verona in Essex County, New Jersey.
  • B. Vatican City Fire Brigade
    The Vatican City Fire Brigade is the small professional firefighting and emergency response service responsible for protecting the buildings, residents, and visitors within Vatican City.
  • C. Firefighters Corps of Italy
    The Firefighters Corps of Italy is the national emergency service responsible for fire prevention, firefighting, and technical rescue operations across Italy.
  • D. Pala Fire Department
    The Pala Fire Department is the fire and emergency services agency serving the Pala Band of Mission Indians’ reservation and surrounding community in Southern California.
  • E. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • 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_69d6aa9983c08190b0ef61603b69feac completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d799953d58819096b645a1377e70f2 completed April 9, 2026, 12:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c8d4f22881909fa3d094a19b0a14 completed April 18, 2026, 6:09 p.m.
NEDg Description generation batch_69e3cae07b648190b4c0d2514712d6bd completed April 18, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69e3cf21fd908190b28ce93ca104fd52 completed April 18, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:27 p.m.