Triple
T13386533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Imperial County government |
E319458
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Imperial County Fire Department
The Imperial County Fire Department is the public agency responsible for providing fire protection, emergency medical services, and related emergency response across Imperial County, California.
|
E1037157
|
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: Imperial County Fire Department | Statement: [Imperial County government, hasSubdivision, Imperial County Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Imperial County Fire Department Context triple: [Imperial County government, hasSubdivision, Imperial County Fire Department]
-
A.
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.
-
B.
San Bernardino County Fire Protection District
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.
-
C.
San Diego County Fire Authority
The San Diego County Fire Authority is a regional agency that oversees and coordinates fire protection and emergency medical services for many unincorporated and rural areas of San Diego County.
-
D.
Fort Mojave Indian Tribe Fire Department
The Fort Mojave Indian Tribe Fire Department is the tribal fire and emergency services agency responsible for protecting the Fort Mojave Indian Reservation and its surrounding communities.
-
E.
Murrieta Fire & Rescue
Murrieta Fire & Rescue is the municipal fire protection and emergency medical services agency serving the city of Murrieta, 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: Imperial County Fire Department Triple: [Imperial County government, hasSubdivision, Imperial County Fire Department]
Generated description
The Imperial County Fire Department is the public agency responsible for providing fire protection, emergency medical services, and related emergency response across Imperial County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Imperial County Fire Department Target entity description: The Imperial County Fire Department is the public agency responsible for providing fire protection, emergency medical services, and related emergency response across Imperial County, California.
-
A.
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.
-
B.
San Bernardino County Fire Protection District
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.
-
C.
San Diego County Fire Authority
The San Diego County Fire Authority is a regional agency that oversees and coordinates fire protection and emergency medical services for many unincorporated and rural areas of San Diego County.
-
D.
Fort Mojave Indian Tribe Fire Department
The Fort Mojave Indian Tribe Fire Department is the tribal fire and emergency services agency responsible for protecting the Fort Mojave Indian Reservation and its surrounding communities.
-
E.
Murrieta Fire & Rescue
Murrieta Fire & Rescue is the municipal fire protection and emergency medical services agency serving the city of Murrieta, 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce96d1881909957fdd068a7f55d |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7268f9a908190843481dd313f5a11 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f7272115f4819092e4fa0fd7f130b5 |
completed | May 3, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f72992483c8190873ba7050ad9e6fa |
completed | May 3, 2026, 10:55 a.m. |
Created at: April 9, 2026, 9:34 p.m.