Triple

T2501571

Position	Surface form	Disambiguated ID	Type / Status
Subject	California Department of Fair Employment and Housing	`E52475`	entity
Predicate	enforces	`P760`	FINISHED
Object	California Fair Employment and Housing Act The California Fair Employment and Housing Act is a state civil rights law that prohibits discrimination, harassment, and retaliation in employment and housing based on protected characteristics such as race, sex, disability, and religion.	`E272136`	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 Fair Employment and Housing Act | Statement: [California Department of Fair Employment and Housing, enforces, California Fair Employment and Housing Act]

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

Target entity: California Fair Employment and Housing Act
Context triple: [California Department of Fair Employment and Housing, enforces, California Fair Employment and Housing Act]

A. California Department of Fair Employment and Housing
The California Department of Fair Employment and Housing is a state civil rights agency responsible for enforcing laws that prohibit discrimination in employment, housing, and public accommodations in California.
B. California Labor Code § 2805
California Labor Code § 2805 was a now-repealed California statute that regulated the employment of unauthorized immigrants and was central to the U.S. Supreme Court’s preemption analysis in De Canas v. Bica.
C. Illinois Human Rights Act
The Illinois Human Rights Act is a state civil rights law that prohibits discrimination in areas such as employment, housing, public accommodations, and financial credit based on protected characteristics.
D. California state law
California state law is the body of statutes, regulations, and legal principles enacted and applied within the state of California that governs public and private conduct, institutions, and governmental agencies.
E. California Employment Development Department
The California Employment Development Department is a state agency responsible for administering unemployment insurance, disability insurance, paid family leave, and various workforce and labor market programs in 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 Fair Employment and Housing Act
Triple: [California Department of Fair Employment and Housing, enforces, California Fair Employment and Housing Act]

Generated description

The California Fair Employment and Housing Act is a state civil rights law that prohibits discrimination, harassment, and retaliation in employment and housing based on protected characteristics such as race, sex, disability, and religion.

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

Target entity: California Fair Employment and Housing Act
Target entity description: The California Fair Employment and Housing Act is a state civil rights law that prohibits discrimination, harassment, and retaliation in employment and housing based on protected characteristics such as race, sex, disability, and religion.

A. California Department of Fair Employment and Housing
The California Department of Fair Employment and Housing is a state civil rights agency responsible for enforcing laws that prohibit discrimination in employment, housing, and public accommodations in California.
B. California Labor Code § 2805
California Labor Code § 2805 was a now-repealed California statute that regulated the employment of unauthorized immigrants and was central to the U.S. Supreme Court’s preemption analysis in De Canas v. Bica.
C. Illinois Human Rights Act
The Illinois Human Rights Act is a state civil rights law that prohibits discrimination in areas such as employment, housing, public accommodations, and financial credit based on protected characteristics.
D. California state law
California state law is the body of statutes, regulations, and legal principles enacted and applied within the state of California that governs public and private conduct, institutions, and governmental agencies.
E. California Employment Development Department
The California Employment Development Department is a state agency responsible for administering unemployment insurance, disability insurance, paid family leave, and various workforce and labor market programs in 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_69ab4957b3a88190adf968ae0c1b931c`	completed	March 6, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69abd1c9f80c8190b40ada396e184e75`	completed	March 7, 2026, 7:20 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af1fa34dc8819085681d673e45d841`	completed	March 9, 2026, 7:29 p.m.
NEDg	Description generation	`batch_69af2031a64c819080b1c4a3b941d84c`	completed	March 9, 2026, 7:32 p.m.
NED2	Entity disambiguation (via description)	`batch_69af20bf8e488190ac79327042d47853`	completed	March 9, 2026, 7:34 p.m.

Created at: March 6, 2026, 9:46 p.m.