Triple
T17659967
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emergency Medical Services division |
E440222
|
entity |
| Predicate | operatesIn |
P82
|
FINISHED |
| Object |
Unincorporated areas of San Bernardino County
The unincorporated areas of San Bernardino County are regions outside city boundaries that rely on county-level governance and services, including emergency medical response, rather than municipal governments.
|
E1280746
|
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: Unincorporated areas of San Bernardino County | Statement: [Emergency Medical Services division, operatesIn, Unincorporated areas of San Bernardino County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Unincorporated areas of San Bernardino County Context triple: [Emergency Medical Services division, operatesIn, Unincorporated areas of San Bernardino County]
-
A.
Unincorporated Riverside County
Unincorporated Riverside County refers to the areas of Riverside County, California that lie outside the boundaries of incorporated cities and are governed directly by the county.
-
B.
Sacramento County unincorporated area
Sacramento County unincorporated area is the portion of Sacramento County, California that lies outside city limits and is governed directly by the county rather than by municipal governments.
-
C.
Unincorporated Los Angeles County
Unincorporated Los Angeles County refers to the areas of Los Angeles County that are governed directly by the county rather than by a city government, often consisting of diverse residential, commercial, and rural communities.
-
D.
Kern County unincorporated area
Kern County unincorporated area is the portion of Kern County, California that lies outside city limits and is governed directly by the county rather than by municipal governments.
-
E.
Unincorporated Orange County, California
Unincorporated Orange County, California refers to the areas within Orange County that are governed directly by the county rather than by any incorporated city, consisting largely of suburban and semi-rural communities.
- 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: Unincorporated areas of San Bernardino County Triple: [Emergency Medical Services division, operatesIn, Unincorporated areas of San Bernardino County]
Generated description
The unincorporated areas of San Bernardino County are regions outside city boundaries that rely on county-level governance and services, including emergency medical response, rather than municipal governments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Unincorporated areas of San Bernardino County Target entity description: The unincorporated areas of San Bernardino County are regions outside city boundaries that rely on county-level governance and services, including emergency medical response, rather than municipal governments.
-
A.
Unincorporated Riverside County
Unincorporated Riverside County refers to the areas of Riverside County, California that lie outside the boundaries of incorporated cities and are governed directly by the county.
-
B.
Sacramento County unincorporated area
Sacramento County unincorporated area is the portion of Sacramento County, California that lies outside city limits and is governed directly by the county rather than by municipal governments.
-
C.
Unincorporated Los Angeles County
Unincorporated Los Angeles County refers to the areas of Los Angeles County that are governed directly by the county rather than by a city government, often consisting of diverse residential, commercial, and rural communities.
-
D.
Kern County unincorporated area
Kern County unincorporated area is the portion of Kern County, California that lies outside city limits and is governed directly by the county rather than by municipal governments.
-
E.
Unincorporated Orange County, California
Unincorporated Orange County, California refers to the areas within Orange County that are governed directly by the county rather than by any incorporated city, consisting largely of suburban and semi-rural communities.
- 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_69d8b9e87e18819087104a44dc4dc5b1 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46ea5270c81909d374c9e3946cea6 |
completed | April 19, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02165a9da081909f18e2b240f15281 |
completed | May 11, 2026, 5:48 p.m. |
| NEDg | Description generation | batch_6a0216f564f88190863cdb92eb533532 |
completed | May 11, 2026, 5:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a021784a1188190acc6f4f5d81a8662 |
completed | May 11, 2026, 5:53 p.m. |
Created at: April 10, 2026, 9:40 a.m.