Triple

T3482622
Position Surface form Disambiguated ID Type / Status
Subject Sebastopol, California E73527 entity
Predicate hasPublicInstitution P8853 FINISHED
Object Sebastopol Fire Department
The Sebastopol Fire Department is the municipal fire and emergency response agency serving the city of Sebastopol in Sonoma County, California.
 E362221 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: Sebastopol Fire Department | Statement: [Sebastopol, California, hasPublicInstitution, Sebastopol Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sebastopol Fire Department
Context triple: [Sebastopol, California, hasPublicInstitution, Sebastopol Fire Department]
  • A. Sebastopol Police Department
    The Sebastopol Police Department is the municipal law enforcement agency responsible for public safety and policing services within the city of Sebastopol, California.
  • B. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • C. Seattle Fire Department
    The Seattle Fire Department is the municipal fire and emergency services agency responsible for firefighting, rescue, and medical response throughout the city of Seattle, Washington.
  • D. San Francisco Fire Department
    The San Francisco Fire Department is the municipal agency responsible for fire protection, emergency medical services, and disaster response within the city and county of San Francisco, California.
  • E. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • 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: Sebastopol Fire Department
Triple: [Sebastopol, California, hasPublicInstitution, Sebastopol Fire Department]
Generated description
The Sebastopol Fire Department is the municipal fire and emergency response agency serving the city of Sebastopol in Sonoma County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sebastopol Fire Department
Target entity description: The Sebastopol Fire Department is the municipal fire and emergency response agency serving the city of Sebastopol in Sonoma County, California.
  • A. Sebastopol Police Department
    The Sebastopol Police Department is the municipal law enforcement agency responsible for public safety and policing services within the city of Sebastopol, California.
  • B. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • C. Seattle Fire Department
    The Seattle Fire Department is the municipal fire and emergency services agency responsible for firefighting, rescue, and medical response throughout the city of Seattle, Washington.
  • D. San Francisco Fire Department
    The San Francisco Fire Department is the municipal agency responsible for fire protection, emergency medical services, and disaster response within the city and county of San Francisco, California.
  • E. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb76b5188190bf8f8a3f646a7184 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373b5086081908ee4491860597557 completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b37497edb88190bd3300e33666abde completed March 13, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b375233df88190a9bef254932bf7ee completed March 13, 2026, 2:23 a.m.
Created at: March 8, 2026, 3:17 p.m.