Triple

T16348156

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 Labor and Economic Opportunity The Michigan Department of Labor and Economic Opportunity is a state agency responsible for workforce development, labor regulation, and initiatives to promote economic growth and opportunity in Michigan.	`E1209069`	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 Labor and Economic Opportunity | Statement: [Executive branch of the government of Michigan, hasPart, Michigan Department of Labor and Economic Opportunity]

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

Target entity: Michigan Department of Labor and Economic Opportunity
Context triple: [Executive branch of the government of Michigan, hasPart, Michigan Department of Labor and Economic Opportunity]

A. 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.
B. Office of Labor Affairs
The Office of Labor Affairs is a specialized unit within the U.S. government that handles international labor issues and labor provisions in trade agreements.
C. Michigan Department of Technology, Management and Budget
The Michigan Department of Technology, Management and Budget is a state government agency that provides centralized services such as information technology, procurement, facilities management, and budget support for Michigan’s executive branch.
D. Executive Office of Labor and Workforce Development
The Executive Office of Labor and Workforce Development is a Massachusetts state agency responsible for overseeing labor standards, workforce development, unemployment assistance, and related employment services.
E. government of Michigan
The government of Michigan is the state-level governing body of Michigan, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
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 Labor and Economic Opportunity
Triple: [Executive branch of the government of Michigan, hasPart, Michigan Department of Labor and Economic Opportunity]

Generated description

The Michigan Department of Labor and Economic Opportunity is a state agency responsible for workforce development, labor regulation, and initiatives to promote economic growth and opportunity in Michigan.

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

Target entity: Michigan Department of Labor and Economic Opportunity
Target entity description: The Michigan Department of Labor and Economic Opportunity is a state agency responsible for workforce development, labor regulation, and initiatives to promote economic growth and opportunity in Michigan.

A. 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.
B. Office of Labor Affairs
The Office of Labor Affairs is a specialized unit within the U.S. government that handles international labor issues and labor provisions in trade agreements.
C. Michigan Department of Technology, Management and Budget
The Michigan Department of Technology, Management and Budget is a state government agency that provides centralized services such as information technology, procurement, facilities management, and budget support for Michigan’s executive branch.
D. Executive Office of Labor and Workforce Development
The Executive Office of Labor and Workforce Development is a Massachusetts state agency responsible for overseeing labor standards, workforce development, unemployment assistance, and related employment services.
E. government of Michigan
The government of Michigan is the state-level governing body of Michigan, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
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.