Triple
T13386530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Imperial County government |
E319458
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Imperial County Planning and Development Services
Imperial County Planning and Development Services is the county agency responsible for land use planning, zoning, and development regulation within Imperial County, California.
|
E319458
|
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 Planning and Development Services | Statement: [Imperial County government, hasSubdivision, Imperial County Planning and Development Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Imperial County Planning and Development Services Context triple: [Imperial County government, hasSubdivision, Imperial County Planning and Development Services]
-
A.
Imperial County government
The Imperial County government is the local administrative authority responsible for providing public services, infrastructure, and governance across Imperial County in southeastern California.
-
B.
Imperial County Superior Court
Imperial County Superior Court is the trial-level court of general jurisdiction serving Imperial County, California, handling civil, criminal, family, and other state law matters.
-
C.
Fresno County Public Works and Planning Department
The Fresno County Public Works and Planning Department is a county government agency responsible for infrastructure, land use planning, and related public services within Fresno County, California.
-
D.
San Diego County Department of Public Works
The San Diego County Department of Public Works is the county agency responsible for planning, building, operating, and maintaining public infrastructure and related services throughout San Diego County.
-
E.
Placer County Transportation Planning Agency
Placer County Transportation Planning Agency is a regional public agency responsible for coordinating and overseeing transportation planning and funding in Placer County, 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 Planning and Development Services Triple: [Imperial County government, hasSubdivision, Imperial County Planning and Development Services]
Generated description
Imperial County Planning and Development Services is the county agency responsible for land use planning, zoning, and development regulation within Imperial County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Imperial County Planning and Development Services Target entity description: Imperial County Planning and Development Services is the county agency responsible for land use planning, zoning, and development regulation within Imperial County, California.
-
A.
Imperial County government
chosen
The Imperial County government is the local administrative authority responsible for providing public services, infrastructure, and governance across Imperial County in southeastern California.
-
B.
Imperial County Superior Court
Imperial County Superior Court is the trial-level court of general jurisdiction serving Imperial County, California, handling civil, criminal, family, and other state law matters.
-
C.
Fresno County Public Works and Planning Department
The Fresno County Public Works and Planning Department is a county government agency responsible for infrastructure, land use planning, and related public services within Fresno County, California.
-
D.
San Diego County Department of Public Works
The San Diego County Department of Public Works is the county agency responsible for planning, building, operating, and maintaining public infrastructure and related services throughout San Diego County.
-
E.
Placer County Transportation Planning Agency
Placer County Transportation Planning Agency is a regional public agency responsible for coordinating and overseeing transportation planning and funding in Placer County, California.
- F. None of above.
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.