Triple

T5355097
Position Surface form Disambiguated ID Type / Status
Subject Shoreline E102669 entity
Predicate hasEmergencyServices P464 FINISHED
Object Shoreline Fire Department
Shoreline Fire Department is the municipal fire and emergency response agency serving the city of Shoreline, Washington.
 E514486 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: Shoreline Fire Department | Statement: [Shoreline, hasEmergencyServices, Shoreline Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shoreline Fire Department
Context triple: [Shoreline, hasEmergencyServices, Shoreline Fire Department]
  • A. Oceanside Fire Department
    The Oceanside Fire Department is the local emergency response agency providing fire protection and rescue services to the community of Oceanside, New York.
  • 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. 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.
  • D. Ross Fire Department
    The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
  • E. Oak Point Fire Department
    Oak Point Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Oak Point, Texas.
  • 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: Shoreline Fire Department
Triple: [Shoreline, hasEmergencyServices, Shoreline Fire Department]
Generated description
Shoreline Fire Department is the municipal fire and emergency response agency serving the city of Shoreline, Washington.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shoreline Fire Department
Target entity description: Shoreline Fire Department is the municipal fire and emergency response agency serving the city of Shoreline, Washington.
  • A. Oceanside Fire Department
    The Oceanside Fire Department is the local emergency response agency providing fire protection and rescue services to the community of Oceanside, New York.
  • 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. 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.
  • D. Ross Fire Department
    The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
  • E. Oak Point Fire Department
    Oak Point Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Oak Point, Texas.
  • 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_69bd43d8f7248190b64c140734b5c9a8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd862dbb008190aef653acddafd38b completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21df856c819099cf9047b87d6db8 completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf22a6e3c081908a18bd370f924d39 completed March 21, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69bf22fb8db48190b7ce94e5df8ed37f completed March 21, 2026, 11 p.m.
Created at: March 20, 2026, 2:01 p.m.