Triple

T7477006

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wisconsin state government	`E176656`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Wisconsin Department of Health Services The Wisconsin Department of Health Services is the state agency responsible for overseeing public health, healthcare services, and social support programs for residents of Wisconsin.	`E666899`	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: Wisconsin Department of Health Services | Statement: [Wisconsin state government, hasDepartment, Wisconsin Department of Health Services]

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

Target entity: Wisconsin Department of Health Services
Context triple: [Wisconsin state government, hasDepartment, Wisconsin Department of Health Services]

A. Wisconsin Emergency Management
Wisconsin Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters in Wisconsin.
B. Wisconsin Department of Public Instruction
The Wisconsin Department of Public Instruction is the state agency responsible for overseeing public education and libraries in Wisconsin.
C. 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.
D. Wisconsin Department of Natural Resources
The Wisconsin Department of Natural Resources is a state agency responsible for managing Wisconsin’s natural resources, including its parks, forests, wildlife, and waterways, and for enforcing environmental protection laws.
E. 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.
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: Wisconsin Department of Health Services
Triple: [Wisconsin state government, hasDepartment, Wisconsin Department of Health Services]

Generated description

The Wisconsin Department of Health Services is the state agency responsible for overseeing public health, healthcare services, and social support programs for residents of Wisconsin.

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

Target entity: Wisconsin Department of Health Services
Target entity description: The Wisconsin Department of Health Services is the state agency responsible for overseeing public health, healthcare services, and social support programs for residents of Wisconsin.

A. Wisconsin Emergency Management
Wisconsin Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters in Wisconsin.
B. Wisconsin Department of Public Instruction
The Wisconsin Department of Public Instruction is the state agency responsible for overseeing public education and libraries in Wisconsin.
C. 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.
D. Wisconsin Department of Natural Resources
The Wisconsin Department of Natural Resources is a state agency responsible for managing Wisconsin’s natural resources, including its parks, forests, wildlife, and waterways, and for enforcing environmental protection laws.
E. 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.
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_69c69f236ce08190a04d7679f03b29b2`	completed	March 27, 2026, 3:15 p.m.
NER	Named-entity recognition	`batch_69c6f4ee23d081908e05658a651661fc`	completed	March 27, 2026, 9:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c83489a8208190b0380edcd18a1246`	completed	March 28, 2026, 8:05 p.m.
NEDg	Description generation	`batch_69c836441e3081909671c8c118429eb5`	completed	March 28, 2026, 8:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69c836c34a488190a84e0136bc02f1cd`	completed	March 28, 2026, 8:14 p.m.

Created at: March 27, 2026, 3:41 p.m.