Triple
T4436955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Bernardino County Fire Protection District |
E95673
|
entity |
| Predicate | hasOrganizationalUnit |
P254
|
FINISHED |
| Object |
Emergency Medical Services division
The Emergency Medical Services division is the specialized unit of the San Bernardino County Fire Protection District responsible for providing and overseeing pre-hospital medical care and ambulance services throughout the county.
|
E440222
|
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: Emergency Medical Services division | Statement: [San Bernardino County Fire Protection District, hasOrganizationalUnit, Emergency Medical Services division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emergency Medical Services division Context triple: [San Bernardino County Fire Protection District, hasOrganizationalUnit, Emergency Medical Services division]
-
A.
Emergency Medical Services Division
The Emergency Medical Services Division is the branch of the Chicago Fire Department responsible for providing pre-hospital emergency medical care and ambulance transport throughout the city.
-
B.
Emergency Service Unit
The Emergency Service Unit is a specialized tactical and rescue division of the New York City Police Department that handles high-risk operations, technical rescues, and critical incident response.
-
C.
Emergency Communications Division
The Emergency Communications Division is a component of the U.S. Cybersecurity and Infrastructure Security Agency responsible for ensuring reliable, interoperable communications for emergency responders and public safety partners.
-
D.
Department of Emergency Medicine
The Department of Emergency Medicine at Charité – Universitätsmedizin Berlin is a leading clinical and academic center specializing in acute and critical care, emergency diagnostics, and research in emergency medical services.
-
E.
Section on Emergency Medicine
The Section on Emergency Medicine is a specialized group within the American Academy of Pediatrics that focuses on improving emergency care for infants, children, and adolescents through education, advocacy, and research.
- 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: Emergency Medical Services division Triple: [San Bernardino County Fire Protection District, hasOrganizationalUnit, Emergency Medical Services division]
Generated description
The Emergency Medical Services division is the specialized unit of the San Bernardino County Fire Protection District responsible for providing and overseeing pre-hospital medical care and ambulance services throughout the county.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emergency Medical Services division Target entity description: The Emergency Medical Services division is the specialized unit of the San Bernardino County Fire Protection District responsible for providing and overseeing pre-hospital medical care and ambulance services throughout the county.
-
A.
Emergency Medical Services Division
The Emergency Medical Services Division is the branch of the Chicago Fire Department responsible for providing pre-hospital emergency medical care and ambulance transport throughout the city.
-
B.
Emergency Service Unit
The Emergency Service Unit is a specialized tactical and rescue division of the New York City Police Department that handles high-risk operations, technical rescues, and critical incident response.
-
C.
Emergency Communications Division
The Emergency Communications Division is a component of the U.S. Cybersecurity and Infrastructure Security Agency responsible for ensuring reliable, interoperable communications for emergency responders and public safety partners.
-
D.
Department of Emergency Medicine
The Department of Emergency Medicine at Charité – Universitätsmedizin Berlin is a leading clinical and academic center specializing in acute and critical care, emergency diagnostics, and research in emergency medical services.
-
E.
Section on Emergency Medicine
The Section on Emergency Medicine is a specialized group within the American Academy of Pediatrics that focuses on improving emergency care for infants, children, and adolescents through education, advocacy, and research.
- 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.