Triple
T13386532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Imperial County government |
E319458
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Imperial County Air Pollution Control District
Imperial County Air Pollution Control District is a local government agency responsible for regulating and managing air quality and emissions within Imperial County, California.
|
E1037156
|
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 Air Pollution Control District | Statement: [Imperial County government, hasSubdivision, Imperial County Air Pollution Control District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Imperial County Air Pollution Control District Context triple: [Imperial County government, hasSubdivision, Imperial County Air Pollution Control District]
-
A.
South Coast Air Quality Management District
South Coast Air Quality Management District is a regional government agency responsible for regulating and improving air quality in the smog-prone South Coast Air Basin of Southern California.
-
B.
Santa Ana Regional Water Quality Control Board
The Santa Ana Regional Water Quality Control Board is a regional agency in California responsible for protecting and regulating water quality within the Santa Ana River watershed and surrounding areas.
-
C.
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.
-
D.
Bay Area Air Quality Management District
The Bay Area Air Quality Management District is the regional public agency responsible for regulating and improving air quality in the nine-county San Francisco Bay Area.
-
E.
Great Basin Unified Air Pollution Control District
The Great Basin Unified Air Pollution Control District is a regional air quality agency in eastern California responsible for monitoring and controlling air pollution, including major dust emissions from areas like Owens Lake.
- 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 Air Pollution Control District Triple: [Imperial County government, hasSubdivision, Imperial County Air Pollution Control District]
Generated description
Imperial County Air Pollution Control District is a local government agency responsible for regulating and managing air quality and emissions within Imperial County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Imperial County Air Pollution Control District Target entity description: Imperial County Air Pollution Control District is a local government agency responsible for regulating and managing air quality and emissions within Imperial County, California.
-
A.
South Coast Air Quality Management District
South Coast Air Quality Management District is a regional government agency responsible for regulating and improving air quality in the smog-prone South Coast Air Basin of Southern California.
-
B.
Santa Ana Regional Water Quality Control Board
The Santa Ana Regional Water Quality Control Board is a regional agency in California responsible for protecting and regulating water quality within the Santa Ana River watershed and surrounding areas.
-
C.
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.
-
D.
Bay Area Air Quality Management District
The Bay Area Air Quality Management District is the regional public agency responsible for regulating and improving air quality in the nine-county San Francisco Bay Area.
-
E.
Great Basin Unified Air Pollution Control District
The Great Basin Unified Air Pollution Control District is a regional air quality agency in eastern California responsible for monitoring and controlling air pollution, including major dust emissions from areas like Owens Lake.
- 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.