Triple

T19174699

Position	Surface form	Disambiguated ID	Type / Status
Subject	Minnesota state agencies	`E469409`	entity
Predicate	include	`P1393`	FINISHED
Object	Minnesota Department of Commerce The Minnesota Department of Commerce is a state agency responsible for regulating and overseeing commerce-related activities such as insurance, financial institutions, energy resources, and consumer protection within Minnesota.	`E1363508`	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: Minnesota Department of Commerce | Statement: [Minnesota state agencies, include, Minnesota Department of Commerce]

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

Target entity: Minnesota Department of Commerce
Context triple: [Minnesota state agencies, include, Minnesota Department of Commerce]

A. Government of Minnesota
The Government of Minnesota is the state’s central governing authority, encompassing the executive, legislative, and judicial branches that administer public policy and services across Minnesota.
B. Minnesota Department of Health
The Minnesota Department of Health is the state agency responsible for protecting, maintaining, and improving the health of Minnesotans through public health policy, regulation, and programs.
C. Minnesota Department of Human Services
The Minnesota Department of Human Services is a state agency responsible for administering social services and public assistance programs that support the health and well-being of Minnesota residents.
D. Minnesota Department of Natural Resources
The Minnesota Department of Natural Resources is a state agency responsible for conserving and managing Minnesota’s natural resources, including its parks, forests, waters, and wildlife.
E. Minnesota Department of Education
The Minnesota Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policies and funding in Minnesota.
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: Minnesota Department of Commerce
Triple: [Minnesota state agencies, include, Minnesota Department of Commerce]

Generated description

The Minnesota Department of Commerce is a state agency responsible for regulating and overseeing commerce-related activities such as insurance, financial institutions, energy resources, and consumer protection within Minnesota.

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

Target entity: Minnesota Department of Commerce
Target entity description: The Minnesota Department of Commerce is a state agency responsible for regulating and overseeing commerce-related activities such as insurance, financial institutions, energy resources, and consumer protection within Minnesota.

A. Government of Minnesota
The Government of Minnesota is the state’s central governing authority, encompassing the executive, legislative, and judicial branches that administer public policy and services across Minnesota.
B. Minnesota Department of Health
The Minnesota Department of Health is the state agency responsible for protecting, maintaining, and improving the health of Minnesotans through public health policy, regulation, and programs.
C. Minnesota Department of Human Services
The Minnesota Department of Human Services is a state agency responsible for administering social services and public assistance programs that support the health and well-being of Minnesota residents.
D. Minnesota Department of Natural Resources
The Minnesota Department of Natural Resources is a state agency responsible for conserving and managing Minnesota’s natural resources, including its parks, forests, waters, and wildlife.
E. Minnesota Department of Education
The Minnesota Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policies and funding in Minnesota.
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_69d8dd09d5a081909ae43c286651ae5a`	completed	April 10, 2026, 11:20 a.m.
NER	Named-entity recognition	`batch_69e5f166d3888190adaf6dc8531a8ed1`	completed	April 20, 2026, 9:27 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a06f8b06478819089f91c1546e878bc`	completed	May 15, 2026, 10:42 a.m.
NEDg	Description generation	`batch_6a06fc7f1130819093828c1fe1218814`	completed	May 15, 2026, 10:59 a.m.
NED2	Entity disambiguation (via description)	`batch_6a06fcf7711c8190b54caf5f9a8312fd`	completed	May 15, 2026, 11:01 a.m.

Created at: April 10, 2026, 12:06 p.m.