Triple
T6206373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bulloch County |
E138756
|
entity |
| Predicate | hasEmergencyServices |
P464
|
FINISHED |
| Object |
Bulloch County Emergency Medical Services
Bulloch County Emergency Medical Services is the primary pre-hospital emergency medical care and ambulance transport provider serving residents and visitors in Bulloch County, Georgia.
|
E576180
|
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: Bulloch County Emergency Medical Services | Statement: [Bulloch County, hasEmergencyServices, Bulloch County Emergency Medical Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bulloch County Emergency Medical Services Context triple: [Bulloch County, hasEmergencyServices, Bulloch County Emergency Medical Services]
-
A.
LaRue County EMS
LaRue County EMS is the primary emergency medical services provider responsible for pre-hospital care and ambulance transport in LaRue County, Kentucky.
-
B.
LaRue County Fire and Rescue
LaRue County Fire and Rescue is the primary emergency response agency providing fire protection and rescue services to LaRue County, Kentucky.
-
C.
Boone County Emergency Management Agency
Boone County Emergency Management Agency is the local government agency responsible for coordinating disaster preparedness, response, and recovery efforts in Boone County, Illinois.
-
D.
Piedmont Newnan Hospital
Piedmont Newnan Hospital is a community healthcare facility serving Newnan, Georgia and the surrounding Coweta County area as part of the Piedmont Healthcare system.
-
E.
Tattnall County School District
Tattnall County School District is the public school system responsible for providing K–12 education to students in Tattnall County, Georgia.
- 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: Bulloch County Emergency Medical Services Triple: [Bulloch County, hasEmergencyServices, Bulloch County Emergency Medical Services]
Generated description
Bulloch County Emergency Medical Services is the primary pre-hospital emergency medical care and ambulance transport provider serving residents and visitors in Bulloch County, Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bulloch County Emergency Medical Services Target entity description: Bulloch County Emergency Medical Services is the primary pre-hospital emergency medical care and ambulance transport provider serving residents and visitors in Bulloch County, Georgia.
-
A.
LaRue County EMS
LaRue County EMS is the primary emergency medical services provider responsible for pre-hospital care and ambulance transport in LaRue County, Kentucky.
-
B.
LaRue County Fire and Rescue
LaRue County Fire and Rescue is the primary emergency response agency providing fire protection and rescue services to LaRue County, Kentucky.
-
C.
Boone County Emergency Management Agency
Boone County Emergency Management Agency is the local government agency responsible for coordinating disaster preparedness, response, and recovery efforts in Boone County, Illinois.
-
D.
Piedmont Newnan Hospital
Piedmont Newnan Hospital is a community healthcare facility serving Newnan, Georgia and the surrounding Coweta County area as part of the Piedmont Healthcare system.
-
E.
Tattnall County School District
Tattnall County School District is the public school system responsible for providing K–12 education to students in Tattnall County, Georgia.
- 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_69c008acbea48190991c6b834bb45d65 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0626f85748190a94448117a85fd78 |
completed | March 22, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c16f47b04c81909bfe20305911f5f2 |
completed | March 23, 2026, 4:50 p.m. |
| NEDg | Description generation | batch_69c1f5a1374481909117f2d8582ef195 |
completed | March 24, 2026, 2:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1f60573a481909440f2ba7ef01f79 |
completed | March 24, 2026, 2:25 a.m. |
Created at: March 22, 2026, 4:20 p.m.