Triple

T20553249
Position Surface form Disambiguated ID Type / Status
Subject Isabel Guzmán E504649 entity
Predicate previousEmployer P1910 FINISHED
Object California Governor’s Office of Business and Economic Development — NE NERFINISHED

How this triple was built (3 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: California Governor’s Office of Business and Economic Development | Statement: [Isabel Guzmán, previousEmployer, California Governor’s Office of Business and Economic Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: California Governor’s Office of Business and Economic Development
Context triple: [Isabel Guzmán, previousEmployer, California Governor’s Office of Business and Economic Development]
  • A. California Commission for Economic Development
    The California Commission for Economic Development is a state body that advises on and promotes policies to foster economic growth, business development, and job creation in California.
  • B. Government of California
    The Government of California is the state’s governing authority, comprising executive, legislative, and judicial branches that administer laws and public policy for the state of California.
  • C. California Department of Technology
    The California Department of Technology is the state government agency responsible for overseeing and guiding California’s information technology strategy, services, and digital infrastructure.
  • D. California Department of General Services
    The California Department of General Services is a state agency that provides centralized business, facility, and administrative support services to California’s government departments and agencies.
  • E. California Department of Public Works
    The California Department of Public Works was a former state agency responsible for planning, constructing, and maintaining major public infrastructure projects in California, including highways and bridges.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: California Governor’s Office of Business and Economic Development
Target entity description: The California Governor’s Office of Business and Economic Development is a state agency that serves as California’s lead entity for economic development, business assistance, and job creation initiatives.
  • A. California Commission for Economic Development
    The California Commission for Economic Development is a state body that advises on and promotes policies to foster economic growth, business development, and job creation in California.
  • B. Government of California
    The Government of California is the state’s governing authority, comprising executive, legislative, and judicial branches that administer laws and public policy for the state of California.
  • C. California Department of Technology
    The California Department of Technology is the state government agency responsible for overseeing and guiding California’s information technology strategy, services, and digital infrastructure.
  • D. California Department of General Services
    The California Department of General Services is a state agency that provides centralized business, facility, and administrative support services to California’s government departments and agencies.
  • E. California Department of Public Works
    The California Department of Public Works was a former state agency responsible for planning, constructing, and maintaining major public infrastructure projects in California, including highways and bridges.
  • F. None of above. chosen

Provenance (2 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_69e0b4b52c048190952b4d0f430813a3 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a5db052c8190801e53f6148113c8 completed April 20, 2026, 10:16 p.m.
Created at: April 16, 2026, 11:38 a.m.