Triple

T20275026
Position Surface form Disambiguated ID Type / Status
Subject City of Tacoma government E502988 entity
Predicate hasSubdivision P747 FINISHED
Object Tacoma Fire Department
The Tacoma Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the city of Tacoma, Washington.
E1424007 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: Tacoma Fire Department | Statement: [City of Tacoma government, hasSubdivision, Tacoma Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tacoma Fire Department
Context triple: [City of Tacoma government, hasSubdivision, Tacoma Fire Department]
  • A. Tacoma FD
    Tacoma FD is a comedy television series that follows the antics of firefighters in one of America’s rainiest cities, created by and starring members of the Broken Lizard comedy troupe.
  • B. Tacoma Police Department
    The Tacoma Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Tacoma, Washington.
  • C. Kirkland Fire Department
    The Kirkland Fire Department is a municipal fire and emergency services agency serving the city of Kirkland, Washington, and surrounding communities such as Juanita.
  • D. Central Pierce Fire & Rescue
    Central Pierce Fire & Rescue is a regional fire protection and emergency medical services agency serving communities in Pierce County, Washington, including the city of Fife.
  • E. Bellevue Fire Department
    The Bellevue Fire Department is a municipal fire and emergency services agency in Washington State that provides fire protection, emergency medical response, and related public safety services to Bellevue and neighboring communities such as Medina.
  • 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: Tacoma Fire Department
Triple: [City of Tacoma government, hasSubdivision, Tacoma Fire Department]
Generated description
The Tacoma Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the city of Tacoma, Washington.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tacoma Fire Department
Target entity description: The Tacoma Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the city of Tacoma, Washington.
  • A. Tacoma FD
    Tacoma FD is a comedy television series that follows the antics of firefighters in one of America’s rainiest cities, created by and starring members of the Broken Lizard comedy troupe.
  • B. Tacoma Police Department
    The Tacoma Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Tacoma, Washington.
  • C. Kirkland Fire Department
    The Kirkland Fire Department is a municipal fire and emergency services agency serving the city of Kirkland, Washington, and surrounding communities such as Juanita.
  • D. Central Pierce Fire & Rescue
    Central Pierce Fire & Rescue is a regional fire protection and emergency medical services agency serving communities in Pierce County, Washington, including the city of Fife.
  • E. Bellevue Fire Department
    The Bellevue Fire Department is a municipal fire and emergency services agency in Washington State that provides fire protection, emergency medical response, and related public safety services to Bellevue and neighboring communities such as Medina.
  • 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_69e0b4b0e79c8190bd61f22ef1329fa8 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e675e30d4c8190a9e2d9efa0f741fc completed April 20, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0861113cbc819084930fba3b5bd5aa completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a0863e43ee48190bb5d384f82b62ab1 completed May 16, 2026, 12:32 p.m.
NED2 Entity disambiguation (via description) batch_6a08647647048190a5d635db1313822d completed May 16, 2026, 12:35 p.m.
Created at: April 16, 2026, 10:32 a.m.