Triple

T4997209

Position	Surface form	Disambiguated ID	Type / Status
Subject	Illinois Secretary of State	`E112276`	entity
Predicate	overseesAgency	`P760`	FINISHED
Object	Driver Services Department of Illinois The Driver Services Department of Illinois is a state agency responsible for issuing and regulating driver’s licenses, state IDs, and related motor vehicle records and services for Illinois residents.	`E484559`	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: Driver Services Department of Illinois | Statement: [Illinois Secretary of State, overseesAgency, Driver Services Department of Illinois]

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

Target entity: Driver Services Department of Illinois
Context triple: [Illinois Secretary of State, overseesAgency, Driver Services Department of Illinois]

A. Illinois Department of Transportation
The Illinois Department of Transportation is the state agency responsible for planning, building, and maintaining Illinois’s transportation infrastructure, including highways, public transit, rail, and aviation systems.
B. 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.
C. 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.
D. 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.
E. Illinois Department of Revenue
The Illinois Department of Revenue is the state agency responsible for administering Illinois’ tax laws, collecting revenues, and overseeing related fiscal and regulatory functions.
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: Driver Services Department of Illinois
Triple: [Illinois Secretary of State, overseesAgency, Driver Services Department of Illinois]

Generated description

The Driver Services Department of Illinois is a state agency responsible for issuing and regulating driver’s licenses, state IDs, and related motor vehicle records and services for Illinois residents.

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

Target entity: Driver Services Department of Illinois
Target entity description: The Driver Services Department of Illinois is a state agency responsible for issuing and regulating driver’s licenses, state IDs, and related motor vehicle records and services for Illinois residents.

A. Illinois Department of Transportation
The Illinois Department of Transportation is the state agency responsible for planning, building, and maintaining Illinois’s transportation infrastructure, including highways, public transit, rail, and aviation systems.
B. 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.
C. 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.
D. 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.
E. Illinois Department of Revenue
The Illinois Department of Revenue is the state agency responsible for administering Illinois’ tax laws, collecting revenues, and overseeing related fiscal and regulatory functions.
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_69bd4432b32c81909f3b3c6bd10f0653`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd72a130708190b9bc1393ba78bfb1`	completed	March 20, 2026, 4:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be8a3489f08190a338de8d8be09813`	completed	March 21, 2026, 12:08 p.m.
NEDg	Description generation	`batch_69be8ac1336c8190a3b6f5b83543dfcf`	completed	March 21, 2026, 12:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69be8b57411c819082fe711485fe2821`	completed	March 21, 2026, 12:13 p.m.

Created at: March 20, 2026, 1:34 p.m.