Triple

T2409802

Position	Surface form	Disambiguated ID	Type / Status
Subject	Northwestern Michigan College	`E50360`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Great Lakes Maritime Academy Great Lakes Maritime Academy is a specialized maritime training institution in Michigan that prepares cadets for careers as deck and engineering officers in the Great Lakes and ocean-going shipping industries.	`E262527`	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: Great Lakes Maritime Academy | Statement: [Northwestern Michigan College, hasPart, Great Lakes Maritime Academy]

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

Target entity: Great Lakes Maritime Academy
Context triple: [Northwestern Michigan College, hasPart, Great Lakes Maritime Academy]

A. Massachusetts Maritime Academy
Massachusetts Maritime Academy is a public maritime-focused college in Massachusetts that prepares students for careers in the maritime industry, engineering, emergency management, and related fields.
B. California State University Maritime Academy
California State University Maritime Academy is a specialized public maritime university in California that prepares students for careers in the maritime industry, engineering, and related fields through hands-on, sea-going training and technical education.
C. Crouse College
Crouse College is a historic, landmark building on the Syracuse University campus known for its distinctive Romanesque architecture and use as a center for the arts.
D. United States Merchant Marine Academy
The United States Merchant Marine Academy is a federal service academy in Kings Point, New York, that educates and trains officers for the U.S. Merchant Marine and other branches of national maritime service.
E. Hamilton College
Hamilton College is a private liberal arts college in Clinton, New York, known for its strong emphasis on writing, critical thinking, and an open curriculum.
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: Great Lakes Maritime Academy
Triple: [Northwestern Michigan College, hasPart, Great Lakes Maritime Academy]

Generated description

Great Lakes Maritime Academy is a specialized maritime training institution in Michigan that prepares cadets for careers as deck and engineering officers in the Great Lakes and ocean-going shipping industries.

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

Target entity: Great Lakes Maritime Academy
Target entity description: Great Lakes Maritime Academy is a specialized maritime training institution in Michigan that prepares cadets for careers as deck and engineering officers in the Great Lakes and ocean-going shipping industries.

A. Massachusetts Maritime Academy
Massachusetts Maritime Academy is a public maritime-focused college in Massachusetts that prepares students for careers in the maritime industry, engineering, emergency management, and related fields.
B. California State University Maritime Academy
California State University Maritime Academy is a specialized public maritime university in California that prepares students for careers in the maritime industry, engineering, and related fields through hands-on, sea-going training and technical education.
C. Crouse College
Crouse College is a historic, landmark building on the Syracuse University campus known for its distinctive Romanesque architecture and use as a center for the arts.
D. United States Merchant Marine Academy
The United States Merchant Marine Academy is a federal service academy in Kings Point, New York, that educates and trains officers for the U.S. Merchant Marine and other branches of national maritime service.
E. Hamilton College
Hamilton College is a private liberal arts college in Clinton, New York, known for its strong emphasis on writing, critical thinking, and an open curriculum.
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_69a88b0339a88190a1207333cd271cc9`	completed	March 4, 2026, 7:41 p.m.
NER	Named-entity recognition	`batch_69abc925c6e481909bfd45b361d21963`	completed	March 7, 2026, 6:43 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69aeb3edc63c8190ac6737bf28993f1b`	completed	March 9, 2026, 11:50 a.m.
NEDg	Description generation	`batch_69aeb4a5e9c481908426fe51343a1342`	completed	March 9, 2026, 11:53 a.m.
NED2	Entity disambiguation (via description)	`batch_69aeb52bec1881909c589aea2af3684c`	completed	March 9, 2026, 11:55 a.m.

Created at: March 4, 2026, 7:58 p.m.