Triple

T20247026
Position Surface form Disambiguated ID Type / Status
Subject Moss Beach, California E498448 entity
Predicate fireServicesProvidedBy P62810 FINISHED
Object Coastside Fire Protection District
Coastside Fire Protection District is a local government fire and emergency services agency serving coastal communities in San Mateo County, California, including Moss Beach.
E1418827 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: Coastside Fire Protection District | Statement: [Moss Beach, California, fireServicesProvidedBy, Coastside Fire Protection District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Coastside Fire Protection District
Context triple: [Moss Beach, California, fireServicesProvidedBy, Coastside Fire Protection District]
  • A. Crockett-Carquinez Fire Protection District
    The Crockett-Carquinez Fire Protection District is a local fire and emergency services agency responsible for protecting the communities of Crockett, Port Costa, and surrounding areas in Contra Costa County, California.
  • B. Contra Costa County Fire Protection District
    Contra Costa County Fire Protection District is a regional fire and emergency services agency in Contra Costa County, California, providing fire protection, rescue, and medical response to multiple communities in the area.
  • C. BST&G Fire District
    BST&G Fire District is a local fire and emergency medical services agency that provides fire protection and rescue services to Sunbury, Ohio, and surrounding communities.
  • D. Stanislaus Consolidated Fire Protection District
    Stanislaus Consolidated Fire Protection District is a regional fire and emergency services agency in Stanislaus County, California, providing fire suppression, rescue, and related public safety services to multiple local communities.
  • E. Moraga-Orinda Fire District
    The Moraga-Orinda Fire District is a special district in Contra Costa County that provides fire protection, emergency medical services, and disaster response to the communities of Moraga, Orinda, and surrounding areas.
  • 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: Coastside Fire Protection District
Triple: [Moss Beach, California, fireServicesProvidedBy, Coastside Fire Protection District]
Generated description
Coastside Fire Protection District is a local government fire and emergency services agency serving coastal communities in San Mateo County, California, including Moss Beach.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Coastside Fire Protection District
Target entity description: Coastside Fire Protection District is a local government fire and emergency services agency serving coastal communities in San Mateo County, California, including Moss Beach.
  • A. Crockett-Carquinez Fire Protection District
    The Crockett-Carquinez Fire Protection District is a local fire and emergency services agency responsible for protecting the communities of Crockett, Port Costa, and surrounding areas in Contra Costa County, California.
  • B. Contra Costa County Fire Protection District
    Contra Costa County Fire Protection District is a regional fire and emergency services agency in Contra Costa County, California, providing fire protection, rescue, and medical response to multiple communities in the area.
  • C. BST&G Fire District
    BST&G Fire District is a local fire and emergency medical services agency that provides fire protection and rescue services to Sunbury, Ohio, and surrounding communities.
  • D. Stanislaus Consolidated Fire Protection District
    Stanislaus Consolidated Fire Protection District is a regional fire and emergency services agency in Stanislaus County, California, providing fire suppression, rescue, and related public safety services to multiple local communities.
  • E. Moraga-Orinda Fire District
    The Moraga-Orinda Fire District is a special district in Contra Costa County that provides fire protection, emergency medical services, and disaster response to the communities of Moraga, Orinda, and surrounding areas.
  • 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_69da6274c58c81909c646eabed6f4f30 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e673a3c61481909413e042d76cc580 completed April 20, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a084b99426881908a7ee36f2ff85ab9 completed May 16, 2026, 10:48 a.m.
NEDg Description generation batch_6a084bf1d4b48190af8d8a1d0ac9cfdc completed May 16, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_6a084c7dee808190a0883f7f0c7873a9 completed May 16, 2026, 10:52 a.m.
Created at: April 11, 2026, 11:40 p.m.