Triple
T16247957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | East Gate Bel Air |
E394422
|
entity |
| Predicate | fireServices |
P62810
|
FINISHED |
| Object | Los Angeles Fire Department |
E81548
|
NE FINISHED |
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 Fire Department | Statement: [East Gate Bel Air, fireServices, Los Angeles Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Los Angeles Fire Department Context triple: [East Gate Bel Air, fireServices, Los Angeles Fire Department]
-
A.
Los Angeles Fire Department
chosen
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.
-
B.
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.
-
C.
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.
-
D.
San Francisco Fire Department
The San Francisco Fire Department is the municipal agency responsible for fire protection, emergency medical services, and disaster response within the city and county of San Francisco, California.
-
E.
Seattle Fire Department
The Seattle Fire Department is the municipal fire and emergency services agency responsible for firefighting, rescue, and medical response throughout the city of Seattle, Washington.
- 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: fireServices Context triple: [East Gate Bel Air, fireServices, Los Angeles Fire Department]
-
A.
fireServiceBy
Indicates that a fire protection or firefighting service is provided, operated, or carried out by a specified agent or organization.
-
B.
fireRescue
Indicates a relationship where one entity performs or is responsible for rescuing people or property from fires or fire-related emergencies involving another entity.
-
C.
fireOccurred
Indicates that a fire event took place at a specific time and/or location.
-
D.
fireType
Indicates that one entity has a specific classification or category related to fire (e.g., type, kind, or nature of fire).
-
E.
hasFireServicesFrom
chosen
Indicates that one entity receives fire protection or firefighting services from another entity.
- F. None of above.
Provenance (4 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_69d87f2171208190951025e526947816 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e245942460819080897afad0d2fe09 |
completed | April 17, 2026, 2:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017b1e22c8190bddca67661121c2d |
completed | May 10, 2026, 5:29 a.m. |
| PD | Predicate disambiguation | batch_69e219ee6f6481909663b388dc99770a |
completed | April 17, 2026, 11:30 a.m. |
Created at: April 10, 2026, 5:04 a.m.