Triple
T17800779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South El Monte, California |
E444416
|
entity |
| Predicate | hasFireProtectionProvidedBy |
P74614
|
FINISHED |
| Object | Los Angeles 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: Los Angeles County Fire Department | Statement: [South El Monte, California, hasFireProtectionProvidedBy, Los Angeles County Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Los Angeles County Fire Department Context triple: [South El Monte, California, hasFireProtectionProvidedBy, Los Angeles County Fire Department]
-
A.
Los Angeles County Fire Department
chosen
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.
-
B.
Los Angeles Fire Department
The Los Angeles Fire Department is the city’s public safety agency responsible for fire protection, emergency medical services, and disaster response across Los Angeles.
-
C.
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.
-
D.
Beverly Hills Fire Department
The Beverly Hills Fire Department is the municipal agency responsible for fire protection, emergency medical services, and rescue operations within the city of Beverly Hills, California.
-
E.
Culver City Fire Department
The Culver City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions within Culver City, California.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFireProtectionProvidedBy Context triple: [South El Monte, California, hasFireProtectionProvidedBy, Los Angeles County Fire Department]
-
A.
hasFireExtinguishers
Indicates that the subject is equipped with or possesses one or more fire extinguishers.
-
B.
providesProtectionIn
chosen
Indicates that one entity offers protection or safeguarding to another entity within a specified context, location, or situation.
-
C.
isNonCombustible
Indicates that the subject does not burn or support combustion under normal conditions.
-
D.
fireCoverage
Indicates the extent to which an area or object is protected or served by fire prevention, detection, or suppression resources.
-
E.
isLessFlammableThan
Indicates that one entity has a lower tendency to catch fire or burn than another entity.
- F. None of above.
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_69d8b9efe370819095cd219b143ae727 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e487ff42108190b82ceb4466aa2dff |
completed | April 19, 2026, 7:45 a.m. |
| PD | Predicate disambiguation | batch_69e3d8de28688190844b65acf6af54e6 |
completed | April 18, 2026, 7:17 p.m. |
Created at: April 10, 2026, 10:13 a.m.