Triple
T14772515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Richmond, California |
E347168
|
entity |
| Predicate | fireProtectionBy |
P8978
|
FINISHED |
| Object | Contra Costa County Fire Protection District |
E476763
|
NE FINISHED |
How this triple was built (2 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: Contra Costa County Fire Protection District | Statement: [North Richmond, California, fireProtectionBy, Contra Costa County Fire Protection District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Contra Costa County Fire Protection District Context triple: [North Richmond, California, fireProtectionBy, Contra Costa County Fire Protection District]
-
A.
Contra Costa County Fire Protection District
chosen
Contra Costa County Fire Protection District is a regional fire and emergency services agency in Contra Costa County, California, providing fire protection, rescue, and medical response to multiple communities in the area.
-
B.
East Contra Costa Fire Protection District
East Contra Costa Fire Protection District is a regional fire and emergency services agency responsible for providing fire protection, rescue, and medical response to communities in eastern Contra Costa County, California.
-
C.
Alameda County Fire Department
The Alameda County Fire Department is a regional fire and emergency services agency that provides firefighting, rescue, and medical response across much of Alameda County in California.
-
D.
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.
-
E.
Moraga-Orinda Fire District
The Moraga-Orinda Fire District is a special district in Contra Costa County that provides fire protection, emergency medical services, and disaster response to the communities of Moraga, Orinda, and surrounding areas.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822e9b9e08190bedcc31a163fda82 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec81485e08190be35baafcf22b6f2 |
completed | April 14, 2026, 11:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe0cfabdfc8190ae7ee06b11f9b540 |
completed | May 8, 2026, 4:19 p.m. |
Created at: April 10, 2026, 1:31 a.m.