Triple

T18228234

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marquette Iron Range	`E436473`	entity
Predicate	hasHeritageSite	`P923`	FINISHED
Object	Michigan Iron Industry Museum The Michigan Iron Industry Museum is a historical museum in Michigan that interprets the history and impact of iron mining and production in the Marquette Iron Range and the broader Lake Superior region.	`E1313114`	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: Michigan Iron Industry Museum | Statement: [Marquette Iron Range, hasHeritageSite, Michigan Iron Industry Museum]

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

Target entity: Michigan Iron Industry Museum
Context triple: [Marquette Iron Range, hasHeritageSite, Michigan Iron Industry Museum]

A. Michigan Historical Museum
The Michigan Historical Museum is the state's flagship history museum, showcasing Michigan's political, social, and cultural past through extensive exhibits and artifacts.
B. Chippewa Falls Museum of Industry and Technology
The Chippewa Falls Museum of Industry and Technology is a local museum that showcases the region’s industrial heritage, technological innovations, and contributions to manufacturing and engineering.
C. Kalamazoo Valley Museum
Kalamazoo Valley Museum is a public museum in Kalamazoo, Michigan, featuring science, technology, and local history exhibits along with a planetarium and interactive educational programs.
D. Michigan Firehouse Museum
The Michigan Firehouse Museum is a historical museum in Ypsilanti dedicated to preserving and showcasing the history of firefighting through antique equipment, vehicles, and exhibits.
E. Herbert H. Dow Historical Museum
The Herbert H. Dow Historical Museum is a museum in Midland, Michigan dedicated to preserving and interpreting the life, innovations, and legacy of chemical industry pioneer Herbert H. Dow and the region’s industrial history.
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: Michigan Iron Industry Museum
Triple: [Marquette Iron Range, hasHeritageSite, Michigan Iron Industry Museum]

Generated description

The Michigan Iron Industry Museum is a historical museum in Michigan that interprets the history and impact of iron mining and production in the Marquette Iron Range and the broader Lake Superior region.

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

Target entity: Michigan Iron Industry Museum
Target entity description: The Michigan Iron Industry Museum is a historical museum in Michigan that interprets the history and impact of iron mining and production in the Marquette Iron Range and the broader Lake Superior region.

A. Michigan Historical Museum
The Michigan Historical Museum is the state's flagship history museum, showcasing Michigan's political, social, and cultural past through extensive exhibits and artifacts.
B. Chippewa Falls Museum of Industry and Technology
The Chippewa Falls Museum of Industry and Technology is a local museum that showcases the region’s industrial heritage, technological innovations, and contributions to manufacturing and engineering.
C. Kalamazoo Valley Museum
Kalamazoo Valley Museum is a public museum in Kalamazoo, Michigan, featuring science, technology, and local history exhibits along with a planetarium and interactive educational programs.
D. Michigan Firehouse Museum
The Michigan Firehouse Museum is a historical museum in Ypsilanti dedicated to preserving and showcasing the history of firefighting through antique equipment, vehicles, and exhibits.
E. Herbert H. Dow Historical Museum
The Herbert H. Dow Historical Museum is a museum in Midland, Michigan dedicated to preserving and interpreting the life, innovations, and legacy of chemical industry pioneer Herbert H. Dow and the region’s industrial history.
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_69d8b9103a8081908bbb0836fef10efd`	completed	April 10, 2026, 8:47 a.m.
NER	Named-entity recognition	`batch_69e4f4b0ed5c819096f4fd3a8debc1a4`	completed	April 19, 2026, 3:28 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a039f215b40819092a6e6de1546625c`	completed	May 12, 2026, 9:44 p.m.
NEDg	Description generation	`batch_6a039f8aa3ac8190baa85cbad12233fb`	completed	May 12, 2026, 9:45 p.m.
NED2	Entity disambiguation (via description)	`batch_6a03a0a4ef148190b6c69f72f019964a`	completed	May 12, 2026, 9:50 p.m.

Created at: April 10, 2026, 10:33 a.m.