Triple
T19989292
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waterford, California |
E494017
|
entity |
| Predicate | hasFireProtection |
P15826
|
FINISHED |
| Object |
Stanislaus Consolidated Fire Protection District
Stanislaus Consolidated Fire Protection District is a regional fire and emergency services agency in Stanislaus County, California, providing fire suppression, rescue, and related public safety services to multiple local communities.
|
E1406231
|
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: Stanislaus Consolidated Fire Protection District | Statement: [Waterford, California, hasFireProtection, Stanislaus Consolidated Fire Protection District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stanislaus Consolidated Fire Protection District Context triple: [Waterford, California, hasFireProtection, Stanislaus Consolidated Fire Protection District]
-
A.
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.
-
B.
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.
-
C.
Contra Costa County Fire Protection District
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.
-
D.
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.
-
E.
Crockett-Carquinez Fire Protection District
The Crockett-Carquinez Fire Protection District is a local fire and emergency services agency responsible for protecting the communities of Crockett, Port Costa, and surrounding areas in Contra Costa County, 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 Consolidated Fire Protection District Triple: [Waterford, California, hasFireProtection, Stanislaus Consolidated Fire Protection District]
Generated description
Stanislaus Consolidated Fire Protection District is a regional fire and emergency services agency in Stanislaus County, California, providing fire suppression, rescue, and related public safety services to multiple local communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stanislaus Consolidated Fire Protection District Target entity description: Stanislaus Consolidated Fire Protection District is a regional fire and emergency services agency in Stanislaus County, California, providing fire suppression, rescue, and related public safety services to multiple local communities.
-
A.
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.
-
B.
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.
-
C.
Contra Costa County Fire Protection District
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.
-
D.
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.
-
E.
Crockett-Carquinez Fire Protection District
The Crockett-Carquinez Fire Protection District is a local fire and emergency services agency responsible for protecting the communities of Crockett, Port Costa, and surrounding areas in Contra Costa County, California.
- 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_69da626a67648190af9653832a3aeced |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65fddfee081909aa8cd6e279b2a7a |
completed | April 20, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080501d1308190917e1842dacd3de9 |
completed | May 16, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_6a0808d323cc819086e6282aeef0f651 |
completed | May 16, 2026, 6:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0809652acc819098cc2c4f67b5ab66 |
completed | May 16, 2026, 6:06 a.m. |
Created at: April 11, 2026, 3:30 p.m.