Triple
T8309095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Devore Heights |
E194542
|
entity |
| Predicate | emergencyServicesProvidedBy |
P1294
|
FINISHED |
| Object | San Bernardino County Fire Department |
E95673
|
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: San Bernardino County Fire Department | Statement: [Devore Heights, emergencyServicesProvidedBy, San Bernardino County Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Bernardino County Fire Department Context triple: [Devore Heights, emergencyServicesProvidedBy, San Bernardino County Fire Department]
-
A.
San Bernardino County Fire Protection District
chosen
The San Bernardino County Fire Protection District is a regional fire and emergency services agency responsible for providing fire suppression, rescue, and emergency medical response across much of San Bernardino County in California.
-
B.
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.
-
C.
Los Angeles County Fire Department
The Los Angeles County Fire Department is a major public safety agency that provides fire protection, emergency medical services, and rescue operations across numerous communities throughout Los Angeles County.
-
D.
San Diego Fire-Rescue Department
The San Diego Fire-Rescue Department is the municipal agency responsible for fire protection, emergency medical services, and rescue operations throughout the city of San Diego.
-
E.
Burbank Fire Department
The Burbank Fire Department is the municipal agency responsible for fire protection, emergency medical services, and rescue operations in the city of Burbank, California.
- 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_69ca82e613e88190bf8139669bbd0d53 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f2c06608190bd21633af07a530b |
completed | March 31, 2026, 8 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd95665390819089c8becad018cf51 |
completed | April 1, 2026, 10 p.m. |
Created at: March 30, 2026, 5:54 p.m.