Triple
T18210409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Winton, California |
E436016
|
entity |
| Predicate | hasLocalServicesProvidedBy |
P64716
|
FINISHED |
| Object | Merced County Fire Department |
—
|
NE NERFINISHED |
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.
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: Merced County Fire Department | Statement: [Winton, California, hasLocalServicesProvidedBy, Merced County Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Merced County Fire Department Context triple: [Winton, California, hasLocalServicesProvidedBy, Merced County Fire Department]
-
A.
Ventura County Fire Department
The Ventura County Fire Department is a regional public safety agency that provides fire protection, emergency medical services, and disaster response throughout Ventura County, California.
-
B.
Fresno Volunteer Fire Department
The Fresno Volunteer Fire Department is a community-based firefighting and emergency response organization serving the residents and businesses of Fresno, Texas.
-
C.
Santa Clara County Fire Department
The Santa Clara County Fire Department is a regional fire and emergency services agency in California that provides fire protection, rescue, and emergency medical response to multiple communities, including the city of Campbell.
-
D.
Sacramento Metropolitan Fire District
The Sacramento Metropolitan Fire District is a large regional fire protection and emergency medical services agency serving numerous communities in the Sacramento County area of California.
-
E.
Imperial County Fire Department
The Imperial County Fire Department is the public agency responsible for providing fire protection, emergency medical services, and related emergency response across Imperial County, California.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Merced County Fire Department Target entity description: The Merced County Fire Department is a regional fire protection and emergency response agency serving communities throughout Merced County in California.
-
A.
Ventura County Fire Department
The Ventura County Fire Department is a regional public safety agency that provides fire protection, emergency medical services, and disaster response throughout Ventura County, California.
-
B.
Fresno Volunteer Fire Department
The Fresno Volunteer Fire Department is a community-based firefighting and emergency response organization serving the residents and businesses of Fresno, Texas.
-
C.
Santa Clara County Fire Department
The Santa Clara County Fire Department is a regional fire and emergency services agency in California that provides fire protection, rescue, and emergency medical response to multiple communities, including the city of Campbell.
-
D.
Sacramento Metropolitan Fire District
The Sacramento Metropolitan Fire District is a large regional fire protection and emergency medical services agency serving numerous communities in the Sacramento County area of California.
-
E.
Imperial County Fire Department
The Imperial County Fire Department is the public agency responsible for providing fire protection, emergency medical services, and related emergency response across Imperial County, California.
- F. None of above. chosen
Provenance (2 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e228a7fc81909cfcf11cf7ce1360 |
completed | April 19, 2026, 2:09 p.m. |
Created at: April 10, 2026, 10:32 a.m.