Triple
T8224140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arlington County Fire Department |
E192135
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
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.
|
E719584
|
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: [Arlington County Fire Department, hasDivision, Emergency Medical Services Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emergency Medical Services Division Context triple: [Arlington County Fire Department, hasDivision, 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 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 Plymouth Fire Department responsible for providing pre-hospital medical care and ambulance transport to the community.
-
D.
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.
-
E.
New York City Emergency Medical Services
New York City Emergency Medical Services is the citywide pre-hospital care and ambulance system that provides emergency medical response and transport across New York City.
- 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: [Arlington County Fire Department, hasDivision, Emergency Medical Services Division]
Generated description
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.
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 branch of the Arlington County Fire Department responsible for providing pre-hospital medical care, ambulance transport, and related emergency health services to the community.
-
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 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 Plymouth Fire Department responsible for providing pre-hospital medical care and ambulance transport to the community.
-
D.
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.
-
E.
New York City Emergency Medical Services
New York City Emergency Medical Services is the citywide pre-hospital care and ambulance system that provides emergency medical response and transport across New York City.
- 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_69ca82c9a8ac81908b011c38698456e4 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb77cc351481908d7dcd6d3d15d59f |
completed | March 31, 2026, 7:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccee0fd9d0819094350c9c7887cabe |
completed | April 1, 2026, 10:06 a.m. |
| NEDg | Description generation | batch_69ccf1bc720081908c4eabf58336318a |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd05f26f9c8190a3cc00c03c6dda95 |
completed | April 1, 2026, 11:48 a.m. |
Created at: March 30, 2026, 5:45 p.m.