Triple

T19174654

Position	Surface form	Disambiguated ID	Type / Status
Subject	Minnesota Executive Branch	`E469408`	entity
Predicate	oversees	`P46`	FINISHED
Object	Minnesota Department of Agriculture The Minnesota Department of Agriculture is the state agency responsible for regulating and promoting agriculture, food safety, and related industries within Minnesota.	`E1363506`	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 Agriculture | Statement: [Minnesota Executive Branch, oversees, Minnesota Department of Agriculture]

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

Target entity: Minnesota Department of Agriculture
Context triple: [Minnesota Executive Branch, oversees, Minnesota Department of Agriculture]

A. 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.
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. Michigan Department of Agriculture and Rural Development
The Michigan Department of Agriculture and Rural Development is the state agency responsible for regulating and promoting Michigan’s food, agriculture, and rural communities.
D. 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.
E. Iowa Department of Natural Resources
The Iowa Department of Natural Resources is the state agency responsible for managing Iowa’s natural resources, including state parks, wildlife, forests, and environmental protection programs.
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 Agriculture
Triple: [Minnesota Executive Branch, oversees, Minnesota Department of Agriculture]

Generated description

The Minnesota Department of Agriculture is the state agency responsible for regulating and promoting agriculture, food safety, and related industries within Minnesota.

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

Target entity: Minnesota Department of Agriculture
Target entity description: The Minnesota Department of Agriculture is the state agency responsible for regulating and promoting agriculture, food safety, and related industries within Minnesota.

A. 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.
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. Michigan Department of Agriculture and Rural Development
The Michigan Department of Agriculture and Rural Development is the state agency responsible for regulating and promoting Michigan’s food, agriculture, and rural communities.
D. 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.
E. Iowa Department of Natural Resources
The Iowa Department of Natural Resources is the state agency responsible for managing Iowa’s natural resources, including state parks, wildlife, forests, and environmental protection programs.
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.