Triple

T22191542

Position	Surface form	Disambiguated ID	Type / Status
Subject	California Business and Professions Code	`E548437`	entity
Predicate	regulates	`P46`	FINISHED
Object	contractors State License Board The Contractors State License Board is a California state agency responsible for licensing and regulating construction contractors and enforcing laws to protect consumers.	`E1524719`	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: contractors State License Board | Statement: [California Business and Professions Code, regulates, contractors State License Board]

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

Target entity: contractors State License Board
Context triple: [California Business and Professions Code, regulates, contractors State License Board]

A. U.S. state licensing boards
U.S. state licensing boards are regulatory agencies that oversee the licensure and professional standards of surveyors and other professionals within their respective states.
B. Oregon Construction Contractors Board
The Oregon Construction Contractors Board is a state regulatory agency that licenses and oversees construction contractors to protect consumers and ensure compliance with building and trade laws in Oregon.
C. Georgia Professional Licensing Boards Division
The Georgia Professional Licensing Boards Division is a state agency responsible for regulating and licensing a wide range of professional occupations in Georgia to ensure public protection and standards of practice.
D. Arizona Registrar of Contractors
The Arizona Registrar of Contractors is a state agency that licenses, regulates, and oversees construction contractors to protect consumers and ensure compliance with building standards in Arizona.
E. Massachusetts Division of Professional Licensure
The Massachusetts Division of Professional Licensure is a state agency responsible for overseeing and regulating numerous professional licensing boards and ensuring standards of practice across a wide range of occupations in Massachusetts.
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: contractors State License Board
Triple: [California Business and Professions Code, regulates, contractors State License Board]

Generated description

The Contractors State License Board is a California state agency responsible for licensing and regulating construction contractors and enforcing laws to protect consumers.

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

Target entity: contractors State License Board
Target entity description: The Contractors State License Board is a California state agency responsible for licensing and regulating construction contractors and enforcing laws to protect consumers.

A. U.S. state licensing boards
U.S. state licensing boards are regulatory agencies that oversee the licensure and professional standards of surveyors and other professionals within their respective states.
B. Oregon Construction Contractors Board
The Oregon Construction Contractors Board is a state regulatory agency that licenses and oversees construction contractors to protect consumers and ensure compliance with building and trade laws in Oregon.
C. Georgia Professional Licensing Boards Division
The Georgia Professional Licensing Boards Division is a state agency responsible for regulating and licensing a wide range of professional occupations in Georgia to ensure public protection and standards of practice.
D. Arizona Registrar of Contractors
The Arizona Registrar of Contractors is a state agency that licenses, regulates, and oversees construction contractors to protect consumers and ensure compliance with building standards in Arizona.
E. Massachusetts Division of Professional Licensure
The Massachusetts Division of Professional Licensure is a state agency responsible for overseeing and regulating numerous professional licensing boards and ensuring standards of practice across a wide range of occupations in Massachusetts.
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_69e11e3e0c7c8190b30d278845e2497e`	completed	April 16, 2026, 5:37 p.m.
NER	Named-entity recognition	`batch_69f12ae3e8148190a23decd2dfe24e28`	completed	April 28, 2026, 9:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0aa60c29608190afef2bcae36e4c12`	completed	May 18, 2026, 5:39 a.m.
NEDg	Description generation	`batch_6a0aa73b63008190955cdfc17063c405`	completed	May 18, 2026, 5:44 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0aa7ab0d108190a907cba7075bddd8`	completed	May 18, 2026, 5:46 a.m.

Created at: April 16, 2026, 8:35 p.m.