Triple

T4436957
Position Surface form Disambiguated ID Type / Status
Subject San Bernardino County Fire Protection District E95673 entity
Predicate hasOrganizationalUnit P254 FINISHED
Object Hazardous Materials team
The Hazardous Materials team is a specialized emergency response unit that handles the identification, containment, and mitigation of dangerous chemical, biological, radiological, and other hazardous substance incidents.
E440224 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: Hazardous Materials team | Statement: [San Bernardino County Fire Protection District, hasOrganizationalUnit, Hazardous Materials team]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hazardous Materials team
Context triple: [San Bernardino County Fire Protection District, hasOrganizationalUnit, Hazardous Materials team]
  • A. Hazardous Area Response Team
    The Hazardous Area Response Team is a specialist unit within the London Ambulance Service trained and equipped to provide emergency medical care in high-risk environments such as chemical, biological, radiological, or structurally unsafe incidents.
  • B. Special Emergency Reaction Team
    The Special Emergency Reaction Team is the Portland Police Bureau’s specialized tactical unit responsible for handling high-risk incidents such as armed standoffs, hostage situations, and other critical emergencies.
  • C. Explosives Unit
    The Explosives Unit is a specialized section of the FBI Laboratory that analyzes bombs, explosive devices, and related evidence to support criminal and counterterrorism investigations.
  • D. Special Response Team
    The Special Response Team is an elite tactical unit of the California Highway Patrol that handles high-risk law enforcement operations such as armed confrontations, barricaded suspects, and critical incident responses.
  • E. Rescue and Bomb Disposal Unit
    The Rescue and Bomb Disposal Unit is a specialist New South Wales Police Force team responsible for high-risk search and rescue operations, explosive ordnance disposal, and managing hazardous incidents.
  • 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: Hazardous Materials team
Triple: [San Bernardino County Fire Protection District, hasOrganizationalUnit, Hazardous Materials team]
Generated description
The Hazardous Materials team is a specialized emergency response unit that handles the identification, containment, and mitigation of dangerous chemical, biological, radiological, and other hazardous substance incidents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hazardous Materials team
Target entity description: The Hazardous Materials team is a specialized emergency response unit that handles the identification, containment, and mitigation of dangerous chemical, biological, radiological, and other hazardous substance incidents.
  • A. Hazardous Area Response Team
    The Hazardous Area Response Team is a specialist unit within the London Ambulance Service trained and equipped to provide emergency medical care in high-risk environments such as chemical, biological, radiological, or structurally unsafe incidents.
  • B. Special Emergency Reaction Team
    The Special Emergency Reaction Team is the Portland Police Bureau’s specialized tactical unit responsible for handling high-risk incidents such as armed standoffs, hostage situations, and other critical emergencies.
  • C. Explosives Unit
    The Explosives Unit is a specialized section of the FBI Laboratory that analyzes bombs, explosive devices, and related evidence to support criminal and counterterrorism investigations.
  • D. Special Response Team
    The Special Response Team is an elite tactical unit of the California Highway Patrol that handles high-risk law enforcement operations such as armed confrontations, barricaded suspects, and critical incident responses.
  • E. Rescue and Bomb Disposal Unit
    The Rescue and Bomb Disposal Unit is a specialist New South Wales Police Force team responsible for high-risk search and rescue operations, explosive ordnance disposal, and managing hazardous incidents.
  • 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3558b1d4481909060ede5e0ded4bc completed March 13, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6137960908190814cbdf0b4e56542 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b61439a86c8190849c5af718ddc647 completed March 15, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69b614d6106c81908a601f540622f934 completed March 15, 2026, 2:09 a.m.
Created at: March 12, 2026, 11:31 p.m.