Triple
T18210378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atwater, California |
E436015
|
entity |
| Predicate | hasPublicSafetyService |
P13246
|
FINISHED |
| Object | Atwater 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: Atwater Fire Department | Statement: [Atwater, California, hasPublicSafetyService, Atwater Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atwater Fire Department Context triple: [Atwater, California, hasPublicSafetyService, Atwater Fire Department]
-
A.
Westwood Fire Department
The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
-
B.
Bryant Fire Department
The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
-
C.
Clark Fire Department
The Clark Fire Department is the municipal fire and emergency response agency serving the community of Clark, New Jersey.
-
D.
Sanger Fire Department
The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
-
E.
Apex Fire Department
The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
- 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: Atwater Fire Department Target entity description: The Atwater Fire Department is the municipal agency responsible for providing fire protection, emergency response, and related public safety services to the city of Atwater, California.
-
A.
Westwood Fire Department
The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
-
B.
Bryant Fire Department
The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
-
C.
Clark Fire Department
The Clark Fire Department is the municipal fire and emergency response agency serving the community of Clark, New Jersey.
-
D.
Sanger Fire Department
The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
-
E.
Apex Fire Department
The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
- 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.