Triple
T14387302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operations Bureau (Los Angeles County Fire Department) |
E356757
|
entity |
| Predicate | coordinatesWith |
P1140
|
FINISHED |
| Object |
Emergency Medical Services units of Los Angeles County Fire Department
The Emergency Medical Services units of the Los Angeles County Fire Department are specialized teams that provide pre-hospital emergency medical care, ambulance transport, and paramedic services across Los Angeles County.
|
E1097864
|
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 units of Los Angeles County Fire Department | Statement: [Operations Bureau (Los Angeles County Fire Department), coordinatesWith, Emergency Medical Services units of Los Angeles County Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emergency Medical Services units of Los Angeles County Fire Department Context triple: [Operations Bureau (Los Angeles County Fire Department), coordinatesWith, Emergency Medical Services units of Los Angeles County Fire Department]
-
A.
Office of Emergency Medical Services
The Office of Emergency Medical Services is a state-level agency responsible for overseeing and coordinating emergency medical care systems, including EMS provider certification, training, and regulatory standards.
-
B.
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.
-
C.
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.
-
D.
Emergency Medical Services Division
The Emergency Medical Services Division is the specialized branch of the Arlington County Fire Department responsible for providing pre-hospital medical care, ambulance transport, and related emergency health services to the community.
-
E.
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.
- 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 units of Los Angeles County Fire Department Triple: [Operations Bureau (Los Angeles County Fire Department), coordinatesWith, Emergency Medical Services units of Los Angeles County Fire Department]
Generated description
The Emergency Medical Services units of the Los Angeles County Fire Department are specialized teams that provide pre-hospital emergency medical care, ambulance transport, and paramedic services across Los Angeles County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emergency Medical Services units of Los Angeles County Fire Department Target entity description: The Emergency Medical Services units of the Los Angeles County Fire Department are specialized teams that provide pre-hospital emergency medical care, ambulance transport, and paramedic services across Los Angeles County.
-
A.
Office of Emergency Medical Services
The Office of Emergency Medical Services is a state-level agency responsible for overseeing and coordinating emergency medical care systems, including EMS provider certification, training, and regulatory standards.
-
B.
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.
-
C.
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.
-
D.
Emergency Medical Services Division
The Emergency Medical Services Division is the specialized branch of the Arlington County Fire Department responsible for providing pre-hospital medical care, ambulance transport, and related emergency health services to the community.
-
E.
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.
- 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_69d827927c988190ad98bb0360981783 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de90283b9c8190b50d30ad58bfe085 |
completed | April 14, 2026, 7:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd551623608190ba1de09b423cc5e1 |
completed | May 8, 2026, 3:14 a.m. |
| NEDg | Description generation | batch_69fd5671340081909d87978be2a5522b |
completed | May 8, 2026, 3:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd57a6711881909429bba35ee867c6 |
completed | May 8, 2026, 3:25 a.m. |
Created at: April 10, 2026, 1:16 a.m.