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 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.	`E1437120`	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: 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.

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: California Governor’s Office of Business and Economic Development
Triple: [Isabel Guzmán, previousEmployer, California Governor’s Office of Business and Economic Development]

Generated 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.

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 (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_69e0b4b52c048190952b4d0f430813a3`	completed	April 16, 2026, 10:06 a.m.
NER	Named-entity recognition	`batch_69e6a5db052c8190801e53f6148113c8`	completed	April 20, 2026, 10:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a08a573e43c8190918ce8cfbafff788`	completed	May 16, 2026, 5:12 p.m.
NEDg	Description generation	`batch_6a08a72cda488190b18b50724666ae55`	completed	May 16, 2026, 5:19 p.m.
NED2	Entity disambiguation (via description)	`batch_6a08a79a373481909c37da1cc810e2d9`	completed	May 16, 2026, 5:21 p.m.

Created at: April 16, 2026, 11:38 a.m.