Triple

T1562382

Position	Surface form	Disambiguated ID	Type / Status
Subject	Richmond–San Rafael Bridge	`E33354`	entity
Predicate	designedBy	`P184`	FINISHED
Object	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.	`E177544`	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 Department of Public Works | Statement: [Richmond–San Rafael Bridge, designedBy, California Department of Public Works]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: California Department of Public Works
Context triple: [Richmond–San Rafael Bridge, designedBy, California Department of Public Works]

A. 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.
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. San Francisco Department of Public Works
The San Francisco Department of Public Works is the city agency responsible for maintaining and improving San Francisco’s public infrastructure, including streets, sidewalks, public buildings, and related services.
D. 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.
E. California Department of Finance
The California Department of Finance is a state agency responsible for preparing the governor’s budget, analyzing fiscal policy, and overseeing the financial management of California’s government.
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 Department of Public Works
Triple: [Richmond–San Rafael Bridge, designedBy, California Department of Public Works]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: California Department of Public Works
Target entity description: 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.

A. 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.
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. San Francisco Department of Public Works
The San Francisco Department of Public Works is the city agency responsible for maintaining and improving San Francisco’s public infrastructure, including streets, sidewalks, public buildings, and related services.
D. 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.
E. California Department of Finance
The California Department of Finance is a state agency responsible for preparing the governor’s budget, analyzing fiscal policy, and overseeing the financial management of California’s government.
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_69a885ef9cf48190b0af0f5ce3d02231`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a908886efc8190a630ef1e06d0d9cb`	completed	March 5, 2026, 4:37 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad37151ad48190a8c25899b488c68b`	completed	March 8, 2026, 8:45 a.m.
NEDg	Description generation	`batch_69ad385d931c8190a69b82853ba26a30`	completed	March 8, 2026, 8:50 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad38d106348190835d753c6cffcc48`	completed	March 8, 2026, 8:52 a.m.

Created at: March 4, 2026, 7:27 p.m.