Triple

T15561598

Position	Surface form	Disambiguated ID	Type / Status
Subject	Two Rivers, Wisconsin	`E371011`	entity
Predicate	partOfStatisticalArea	`P294`	FINISHED
Object	Manitowoc Micropolitan Statistical Area The Manitowoc Micropolitan Statistical Area is a U.S. Census-defined region in eastern Wisconsin centered on the city of Manitowoc and its surrounding communities, including Two Rivers.	`E1163491`	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: Manitowoc Micropolitan Statistical Area | Statement: [Two Rivers, Wisconsin, partOfStatisticalArea, Manitowoc Micropolitan Statistical Area]

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

Target entity: Manitowoc Micropolitan Statistical Area
Context triple: [Two Rivers, Wisconsin, partOfStatisticalArea, Manitowoc Micropolitan Statistical Area]

A. Wausau Metropolitan Statistical Area
The Wausau Metropolitan Statistical Area is a U.S. Census-defined region in central Wisconsin centered on the city of Wausau, encompassing surrounding communities that share strong economic and social ties.
B. Marquette micropolitan area
The Marquette micropolitan area is a small urban region in Michigan’s Upper Peninsula centered on the city of Marquette and its surrounding communities, serving as a local hub for education, healthcare, and commerce.
C. Petoskey micropolitan area
The Petoskey micropolitan area is a small regional population and economic center in northern Michigan anchored by the city of Petoskey and its surrounding communities.
D. Niles–Benton Harbor micropolitan area
The Niles–Benton Harbor micropolitan area is a small urban region in southwestern Michigan centered on the cities of Niles and Benton Harbor, known for its manufacturing base and proximity to Lake Michigan.
E. Menomonie micropolitan area
The Menomonie micropolitan area is a small urban and surrounding rural region in western Wisconsin centered on the city of Menomonie and its local economy and communities.
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: Manitowoc Micropolitan Statistical Area
Triple: [Two Rivers, Wisconsin, partOfStatisticalArea, Manitowoc Micropolitan Statistical Area]

Generated description

The Manitowoc Micropolitan Statistical Area is a U.S. Census-defined region in eastern Wisconsin centered on the city of Manitowoc and its surrounding communities, including Two Rivers.

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

Target entity: Manitowoc Micropolitan Statistical Area
Target entity description: The Manitowoc Micropolitan Statistical Area is a U.S. Census-defined region in eastern Wisconsin centered on the city of Manitowoc and its surrounding communities, including Two Rivers.

A. Wausau Metropolitan Statistical Area
The Wausau Metropolitan Statistical Area is a U.S. Census-defined region in central Wisconsin centered on the city of Wausau, encompassing surrounding communities that share strong economic and social ties.
B. Marquette micropolitan area
The Marquette micropolitan area is a small urban region in Michigan’s Upper Peninsula centered on the city of Marquette and its surrounding communities, serving as a local hub for education, healthcare, and commerce.
C. Petoskey micropolitan area
The Petoskey micropolitan area is a small regional population and economic center in northern Michigan anchored by the city of Petoskey and its surrounding communities.
D. Niles–Benton Harbor micropolitan area
The Niles–Benton Harbor micropolitan area is a small urban region in southwestern Michigan centered on the cities of Niles and Benton Harbor, known for its manufacturing base and proximity to Lake Michigan.
E. Menomonie micropolitan area
The Menomonie micropolitan area is a small urban and surrounding rural region in western Wisconsin centered on the city of Menomonie and its local economy and communities.
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_69d85cc6cf40819091f4a5facee1ebe6`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04ddb4c0c81909b3f4c75c91f7f3f`	completed	April 16, 2026, 2:47 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff456821988190971539b683f6c656`	completed	May 9, 2026, 2:32 p.m.
NEDg	Description generation	`batch_69ff46f44b2c81909f65f0ab455c6549`	completed	May 9, 2026, 2:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff477a63b48190a453cf669dfda228`	completed	May 9, 2026, 2:40 p.m.

Created at: April 10, 2026, 4:09 a.m.