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.