Triple

T6532665
Position Surface form Disambiguated ID Type / Status
Subject DCFEMS E152269 entity
Predicate alsoKnownAs P39 FINISHED
Object DC Fire and EMS
DC Fire and EMS is the primary fire protection and emergency medical services agency serving Washington, D.C.
E605619 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: DC Fire and EMS | Statement: [DCFEMS, alsoKnownAs, DC Fire and EMS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DC Fire and EMS
Context triple: [DCFEMS, alsoKnownAs, DC Fire and EMS]
  • A. 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.
  • B. Portland Fire & Rescue
    Portland Fire & Rescue is the primary fire protection and emergency medical services agency serving the city of Portland, Oregon.
  • C. Detroit Fire Department
    The Detroit Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations within the city of Detroit, Michigan.
  • D. Los Angeles Fire Department
    The Los Angeles Fire Department is the city’s public safety agency responsible for fire protection, emergency medical services, and disaster response across Los Angeles.
  • E. Toronto Fire Services
    Toronto Fire Services is the municipal fire and emergency response department serving the city of Toronto, Ontario, Canada.
  • 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: DC Fire and EMS
Triple: [DCFEMS, alsoKnownAs, DC Fire and EMS]
Generated description
DC Fire and EMS is the primary fire protection and emergency medical services agency serving Washington, D.C.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DC Fire and EMS
Target entity description: DC Fire and EMS is the primary fire protection and emergency medical services agency serving Washington, D.C.
  • A. 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.
  • B. Portland Fire & Rescue
    Portland Fire & Rescue is the primary fire protection and emergency medical services agency serving the city of Portland, Oregon.
  • C. Detroit Fire Department
    The Detroit Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations within the city of Detroit, Michigan.
  • D. Los Angeles Fire Department
    The Los Angeles Fire Department is the city’s public safety agency responsible for fire protection, emergency medical services, and disaster response across Los Angeles.
  • E. Toronto Fire Services
    Toronto Fire Services is the municipal fire and emergency response department serving the city of Toronto, Ontario, Canada.
  • 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_69c688048ec8819093a47f7d332e12ec completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6adbe168881908ffefc4962e2893d completed March 27, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d52facf48190adbbd139a7044814 completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d6745b40819083fbcb2a4063e34d completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d833d84c819083ffc81bda7d35d4 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:46 p.m.