Triple

T16348154

Position	Surface form	Disambiguated ID	Type / Status
Subject	Executive branch of the government of Michigan	`E396987`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Michigan Department of Licensing and Regulatory Affairs The Michigan Department of Licensing and Regulatory Affairs is a state agency responsible for overseeing professional licensing, business regulation, and various safety and compliance functions in Michigan.	`E1209068`	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: Michigan Department of Licensing and Regulatory Affairs | Statement: [Executive branch of the government of Michigan, hasPart, Michigan Department of Licensing and Regulatory Affairs]

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

Target entity: Michigan Department of Licensing and Regulatory Affairs
Context triple: [Executive branch of the government of Michigan, hasPart, Michigan Department of Licensing and Regulatory Affairs]

A. Michigan Department of Treasury
The Michigan Department of Treasury is the state agency responsible for managing Michigan’s finances, including tax collection, revenue administration, and oversight of public funds and investments.
B. Michigan Department of Environmental Quality
The Michigan Department of Environmental Quality is a state agency responsible for regulating and protecting Michigan’s natural resources and public health through environmental oversight and enforcement.
C. Michigan Department of Transportation
The Michigan Department of Transportation is the state government agency responsible for planning, building, and maintaining Michigan’s transportation infrastructure, including its highways, bridges, and public transit systems.
D. Michigan Department of Health and Human Services
The Michigan Department of Health and Human Services is the state agency responsible for overseeing public health, social services, and welfare programs for residents of Michigan.
E. Indiana Bureau of Motor Vehicles
The Indiana Bureau of Motor Vehicles is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Indiana.
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: Michigan Department of Licensing and Regulatory Affairs
Triple: [Executive branch of the government of Michigan, hasPart, Michigan Department of Licensing and Regulatory Affairs]

Generated description

The Michigan Department of Licensing and Regulatory Affairs is a state agency responsible for overseeing professional licensing, business regulation, and various safety and compliance functions in Michigan.

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

Target entity: Michigan Department of Licensing and Regulatory Affairs
Target entity description: The Michigan Department of Licensing and Regulatory Affairs is a state agency responsible for overseeing professional licensing, business regulation, and various safety and compliance functions in Michigan.

A. Michigan Department of Treasury
The Michigan Department of Treasury is the state agency responsible for managing Michigan’s finances, including tax collection, revenue administration, and oversight of public funds and investments.
B. Michigan Department of Environmental Quality
The Michigan Department of Environmental Quality is a state agency responsible for regulating and protecting Michigan’s natural resources and public health through environmental oversight and enforcement.
C. Michigan Department of Transportation
The Michigan Department of Transportation is the state government agency responsible for planning, building, and maintaining Michigan’s transportation infrastructure, including its highways, bridges, and public transit systems.
D. Michigan Department of Health and Human Services
The Michigan Department of Health and Human Services is the state agency responsible for overseeing public health, social services, and welfare programs for residents of Michigan.
E. Indiana Bureau of Motor Vehicles
The Indiana Bureau of Motor Vehicles is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Indiana.
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_69d87f26864c819088365ca381a003c2`	completed	April 10, 2026, 4:40 a.m.
NER	Named-entity recognition	`batch_69e2da10ef64819092633e8b32e98f5d`	completed	April 18, 2026, 1:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a002db40e0481908d919f2285e48a23`	completed	May 10, 2026, 7:03 a.m.
NEDg	Description generation	`batch_6a003082f0008190aeae2fbbfc3a8acf`	completed	May 10, 2026, 7:15 a.m.
NED2	Entity disambiguation (via description)	`batch_6a00312a4fc48190b6bd6ad9db71bb4d`	completed	May 10, 2026, 7:18 a.m.

Created at: April 10, 2026, 5:07 a.m.