Triple

T998704

Position	Surface form	Disambiguated ID	Type / Status
Subject	Saenz v. Roe	`E21553`	entity
Predicate	defendant	`P2238`	FINISHED
Object	California Department of Social Services The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.	`E118715`	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 Social Services | Statement: [Saenz v. Roe, defendant, California Department of Social Services]

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

Target entity: California Department of Social Services
Context triple: [Saenz v. Roe, defendant, California Department of Social Services]

A. San Francisco Human Services Agency
The San Francisco Human Services Agency is the city and county’s primary public agency responsible for delivering social services and safety net programs to low-income, vulnerable, and at-risk residents.
B. Oregon Department of Human Services
The Oregon Department of Human Services is the state agency responsible for providing social services and assistance programs to support the health, safety, and well-being of Oregon residents.
C. Administration for Children and Families
The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
D. 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.
E. 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.
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 Social Services
Triple: [Saenz v. Roe, defendant, California Department of Social Services]

Generated description

The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.

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

Target entity: California Department of Social Services
Target entity description: The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.

A. San Francisco Human Services Agency
The San Francisco Human Services Agency is the city and county’s primary public agency responsible for delivering social services and safety net programs to low-income, vulnerable, and at-risk residents.
B. Oregon Department of Human Services
The Oregon Department of Human Services is the state agency responsible for providing social services and assistance programs to support the health, safety, and well-being of Oregon residents.
C. Administration for Children and Families
The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
D. 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.
E. 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.
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_69a493c476b48190b41fc5e793171cc6`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b4e2ad9c81908a0f488d3f261fc3`	completed	March 1, 2026, 9:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac2a1aab68819091537958818fce48`	completed	March 7, 2026, 1:37 p.m.
NEDg	Description generation	`batch_69ac2a9b66b48190a3c14c431fe41c1e`	completed	March 7, 2026, 1:39 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac2b18ea44819086cd9ead0d8e0d01`	completed	March 7, 2026, 1:41 p.m.

Created at: March 1, 2026, 7:41 p.m.