Triple

T13386537
Position Surface form Disambiguated ID Type / Status
Subject Imperial County government E319458 entity
Predicate hasSubdivision P747 FINISHED
Object Imperial County Auditor-Controller
The Imperial County Auditor-Controller is the county-level elected official responsible for overseeing public finances, including accounting, auditing, and fiscal reporting for Imperial County, California.
E1038508 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 Auditor-Controller | Statement: [Imperial County government, hasSubdivision, Imperial County Auditor-Controller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Imperial County Auditor-Controller
Context triple: [Imperial County government, hasSubdivision, Imperial County Auditor-Controller]
  • A. Imperial County Treasurer-Tax Collector
    The Imperial County Treasurer-Tax Collector is the county government office responsible for managing public funds, investing county revenues, and billing and collecting property taxes within Imperial County, California.
  • B. Imperial County Board of Supervisors
    The Imperial County Board of Supervisors is the elected governing body that sets policy, enacts local laws, and oversees administration for Imperial County, California.
  • C. Imperial County Assessor’s Office
    The Imperial County Assessor’s Office is a local government agency responsible for identifying, valuing, and maintaining records on taxable property within Imperial County, California.
  • D. 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.
  • E. Imperial County Agricultural Commissioner’s Office
    The Imperial County Agricultural Commissioner’s Office is a local government agency responsible for regulating and promoting agriculture, enforcing state and federal agricultural laws, and protecting consumers and the environment within Imperial 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 Auditor-Controller
Triple: [Imperial County government, hasSubdivision, Imperial County Auditor-Controller]
Generated description
The Imperial County Auditor-Controller is the county-level elected official responsible for overseeing public finances, including accounting, auditing, and fiscal reporting for Imperial County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Imperial County Auditor-Controller
Target entity description: The Imperial County Auditor-Controller is the county-level elected official responsible for overseeing public finances, including accounting, auditing, and fiscal reporting for Imperial County, California.
  • A. Imperial County Treasurer-Tax Collector
    The Imperial County Treasurer-Tax Collector is the county government office responsible for managing public funds, investing county revenues, and billing and collecting property taxes within Imperial County, California.
  • B. Imperial County Board of Supervisors
    The Imperial County Board of Supervisors is the elected governing body that sets policy, enacts local laws, and oversees administration for Imperial County, California.
  • C. Imperial County Assessor’s Office
    The Imperial County Assessor’s Office is a local government agency responsible for identifying, valuing, and maintaining records on taxable property within Imperial County, California.
  • D. 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.
  • E. Imperial County Agricultural Commissioner’s Office
    The Imperial County Agricultural Commissioner’s Office is a local government agency responsible for regulating and promoting agriculture, enforcing state and federal agricultural laws, and protecting consumers and the environment within Imperial County, 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_69f7306df34c81909f2ad5b753b7fb7f completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7320c075081909b377de7e6e2abd0 completed May 3, 2026, 11:31 a.m.
NED2 Entity disambiguation (via description) batch_69f73285fd288190a023f20925fb5d5e completed May 3, 2026, 11:33 a.m.
Created at: April 9, 2026, 9:34 p.m.