Triple

T2958856

Position	Surface form	Disambiguated ID	Type / Status
Subject	Illinois executive branch	`E79996`	entity
Predicate	includes	`P1393`	FINISHED
Object	Illinois Department of Labor The Illinois Department of Labor is a state agency responsible for enforcing labor laws and workplace standards, including wages, safety, and employment rights, within Illinois.	`E316773`	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: Illinois Department of Labor | Statement: [Illinois executive branch, includes, Illinois Department of Labor]

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

Target entity: Illinois Department of Labor
Context triple: [Illinois executive branch, includes, Illinois Department of Labor]

A. Illinois Department of Employment Security
The Illinois Department of Employment Security is a state agency responsible for administering unemployment insurance, managing workforce development programs, and providing employment services to job seekers and employers in Illinois.
B. Illinois Department of Commerce and Economic Opportunity
The Illinois Department of Commerce and Economic Opportunity is a state agency responsible for promoting economic growth, business development, and job creation throughout Illinois.
C. Indiana Department of Workforce Development
The Indiana Department of Workforce Development is a state agency responsible for administering employment services, job training programs, and unemployment insurance to support Indiana’s workforce and employers.
D. Illinois Department of Human Services
The Illinois Department of Human Services is a state agency that administers a wide range of social service, mental health, disability, and public assistance programs for residents of Illinois.
E. Government of Illinois
The Government of Illinois is the state’s governing authority, comprising executive, legislative, and judicial branches that administer laws and public policy within Illinois.
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: Illinois Department of Labor
Triple: [Illinois executive branch, includes, Illinois Department of Labor]

Generated description

The Illinois Department of Labor is a state agency responsible for enforcing labor laws and workplace standards, including wages, safety, and employment rights, within Illinois.

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

Target entity: Illinois Department of Labor
Target entity description: The Illinois Department of Labor is a state agency responsible for enforcing labor laws and workplace standards, including wages, safety, and employment rights, within Illinois.

A. Illinois Department of Employment Security
The Illinois Department of Employment Security is a state agency responsible for administering unemployment insurance, managing workforce development programs, and providing employment services to job seekers and employers in Illinois.
B. Illinois Department of Commerce and Economic Opportunity
The Illinois Department of Commerce and Economic Opportunity is a state agency responsible for promoting economic growth, business development, and job creation throughout Illinois.
C. Indiana Department of Workforce Development
The Indiana Department of Workforce Development is a state agency responsible for administering employment services, job training programs, and unemployment insurance to support Indiana’s workforce and employers.
D. Illinois Department of Human Services
The Illinois Department of Human Services is a state agency that administers a wide range of social service, mental health, disability, and public assistance programs for residents of Illinois.
E. Government of Illinois
The Government of Illinois is the state’s governing authority, comprising executive, legislative, and judicial branches that administer laws and public policy within Illinois.
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_69ad8b1341848190bd19dbf46892887d`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69ad992c4c7c819084b5bef299255181`	completed	March 8, 2026, 3:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b108de7e3c81908b1fee310515e4c1`	completed	March 11, 2026, 6:17 a.m.
NEDg	Description generation	`batch_69b10cae699481908b4cca2c7e66616c`	completed	March 11, 2026, 6:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69b10d22bbd48190b9878b4b0421c004`	completed	March 11, 2026, 6:35 a.m.

Created at: March 8, 2026, 2:57 p.m.