Triple

T13212171

Position	Surface form	Disambiguated ID	Type / Status
Subject	Minnesota Department of Health	`E314519`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	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.	`E1026666`	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 Human Services | Statement: [Minnesota Department of Health, collaboratesWith, Minnesota Department of Human Services]

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

Target entity: Minnesota Department of Human Services
Context triple: [Minnesota Department of Health, collaboratesWith, Minnesota Department of Human Services]

A. 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.
B. 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.
C. 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.
D. Iowa Department of Human Services
The Iowa Department of Human Services is the state agency responsible for administering public assistance, health, and social service programs for Iowa residents.
E. Missouri Department of Social Services
The Missouri Department of Social Services is the state agency responsible for administering public assistance, child welfare, and other social service programs to support low-income and vulnerable residents in Missouri.
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 Human Services
Triple: [Minnesota Department of Health, collaboratesWith, Minnesota Department of Human Services]

Generated description

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.

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

Target entity: Minnesota Department of Human Services
Target entity description: 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.

A. 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.
B. 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.
C. 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.
D. Iowa Department of Human Services
The Iowa Department of Human Services is the state agency responsible for administering public assistance, health, and social service programs for Iowa residents.
E. Missouri Department of Social Services
The Missouri Department of Social Services is the state agency responsible for administering public assistance, child welfare, and other social service programs to support low-income and vulnerable residents in Missouri.
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_69d806aee7308190b70a237ba2a6e3e1`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69d98c9f0f148190a0698ef27573c885`	completed	April 10, 2026, 11:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6f6136270819093256a143d2c9e65`	completed	May 3, 2026, 7:15 a.m.
NEDg	Description generation	`batch_69f6f72f9dcc8190aa07315891b393aa`	completed	May 3, 2026, 7:20 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6f812ae048190907b8def6b0d019c`	completed	May 3, 2026, 7:24 a.m.

Created at: April 9, 2026, 9:17 p.m.