Triple
T19477818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ceres Fire Department |
E487294
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Stanislaus County emergency medical services
Stanislaus County emergency medical services is the county-level system responsible for coordinating and providing pre-hospital emergency medical care and ambulance response throughout Stanislaus County, California.
|
E1378386
|
NE FINISHED |
How this triple was built (3 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.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stanislaus County emergency medical services Context triple: [Ceres Fire Department, collaboratesWith, Stanislaus County emergency medical services]
-
A.
Stanislaus County Sheriff’s Office
The Stanislaus County Sheriff’s Office is the primary county-level law enforcement agency responsible for public safety, patrol, investigations, and jail operations in Stanislaus County, California.
-
B.
West Stanislaus County Fire Protection District
West Stanislaus County Fire Protection District is a local fire and emergency services agency responsible for protecting communities in western Stanislaus County, California.
-
C.
California Emergency Medical Services Authority
The California Emergency Medical Services Authority is a state agency responsible for coordinating and improving the statewide emergency medical services system, including disaster medical response and EMS standards.
-
D.
Santa Clara Valley Medical Center system
The Santa Clara Valley Medical Center system is a public healthcare network in Santa Clara County, California, that operates hospitals and clinics providing comprehensive medical services, including safety-net care for underserved populations.
-
E.
Merced County Fire Department
The Merced County Fire Department is a regional fire protection and emergency response agency serving communities throughout Merced County in California.
- 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: Stanislaus County emergency medical services Triple: [Ceres Fire Department, collaboratesWith, Stanislaus County emergency medical services]
Generated description
Stanislaus County emergency medical services is the county-level system responsible for coordinating and providing pre-hospital emergency medical care and ambulance response throughout Stanislaus County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stanislaus County emergency medical services Target entity description: Stanislaus County emergency medical services is the county-level system responsible for coordinating and providing pre-hospital emergency medical care and ambulance response throughout Stanislaus County, California.
-
A.
Stanislaus County Sheriff’s Office
The Stanislaus County Sheriff’s Office is the primary county-level law enforcement agency responsible for public safety, patrol, investigations, and jail operations in Stanislaus County, California.
-
B.
West Stanislaus County Fire Protection District
West Stanislaus County Fire Protection District is a local fire and emergency services agency responsible for protecting communities in western Stanislaus County, California.
-
C.
California Emergency Medical Services Authority
The California Emergency Medical Services Authority is a state agency responsible for coordinating and improving the statewide emergency medical services system, including disaster medical response and EMS standards.
-
D.
Santa Clara Valley Medical Center system
The Santa Clara Valley Medical Center system is a public healthcare network in Santa Clara County, California, that operates hospitals and clinics providing comprehensive medical services, including safety-net care for underserved populations.
-
E.
Merced County Fire Department
The Merced County Fire Department is a regional fire protection and emergency response agency serving communities throughout Merced County in California.
- F. None of above. chosen
Provenance (4 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_69d8e8d924388190b847cb15bb3d0aff |
completed | April 10, 2026, 12:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a074053f7b48190a726ef5e285ed62a |
completed | May 15, 2026, 3:48 p.m. |
| NEDg | Description generation | batch_6a07412a04d0819087c4dc7b5f2742ad |
completed | May 15, 2026, 3:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a074197aa14819096a74aab7bca9e3c |
completed | May 15, 2026, 3:53 p.m. |
Created at: April 10, 2026, 1:39 p.m.