Triple

T2332628

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cuyahoga Community College	`E44235`	entity
Predicate	hasFacility	`P105`	FINISHED
Object	Advanced Technology Training Center The Advanced Technology Training Center is a specialized Cuyahoga Community College facility focused on hands-on education and workforce training in advanced and emerging technologies.	`E256942`	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: Advanced Technology Training Center | Statement: [Cuyahoga Community College, hasFacility, Advanced Technology Training Center]

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

Target entity: Advanced Technology Training Center
Context triple: [Cuyahoga Community College, hasFacility, Advanced Technology Training Center]

A. DEA Training Academy
The DEA Training Academy is the primary facility where the U.S. Drug Enforcement Administration trains its special agents and other personnel in law enforcement, investigative techniques, and drug control operations.
B. Lincoln Technical Institute
Lincoln Technical Institute is a career-focused vocational school system in the United States that offers technical training programs in fields such as automotive, skilled trades, healthcare, and information technology.
C. DigiPen Institute of Technology
DigiPen Institute of Technology is a private university best known for its rigorous programs in game design, computer science, and digital art, particularly for careers in the video game and interactive media industries.
D. Skillman Foundation
The Skillman Foundation is a Detroit-based philanthropic organization focused on improving the lives and educational outcomes of children in the city.
E. National Simulations Center
The National Simulations Center is a U.S. Army organization responsible for developing, managing, and integrating advanced modeling and simulation capabilities to support training and operational readiness.
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: Advanced Technology Training Center
Triple: [Cuyahoga Community College, hasFacility, Advanced Technology Training Center]

Generated description

The Advanced Technology Training Center is a specialized Cuyahoga Community College facility focused on hands-on education and workforce training in advanced and emerging technologies.

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

Target entity: Advanced Technology Training Center
Target entity description: The Advanced Technology Training Center is a specialized Cuyahoga Community College facility focused on hands-on education and workforce training in advanced and emerging technologies.

A. DEA Training Academy
The DEA Training Academy is the primary facility where the U.S. Drug Enforcement Administration trains its special agents and other personnel in law enforcement, investigative techniques, and drug control operations.
B. Lincoln Technical Institute
Lincoln Technical Institute is a career-focused vocational school system in the United States that offers technical training programs in fields such as automotive, skilled trades, healthcare, and information technology.
C. DigiPen Institute of Technology
DigiPen Institute of Technology is a private university best known for its rigorous programs in game design, computer science, and digital art, particularly for careers in the video game and interactive media industries.
D. Skillman Foundation
The Skillman Foundation is a Detroit-based philanthropic organization focused on improving the lives and educational outcomes of children in the city.
E. National Simulations Center
The National Simulations Center is a U.S. Army organization responsible for developing, managing, and integrating advanced modeling and simulation capabilities to support training and operational readiness.
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_69a889132b488190bbb43ad4780ddd92`	completed	March 4, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69abc66bd0f08190aad5f640cfa1c372`	completed	March 7, 2026, 6:32 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae89773c88819087a294d7c0f90f73`	completed	March 9, 2026, 8:48 a.m.
NEDg	Description generation	`batch_69ae8ae2ab7481909d265e56369f68e2`	completed	March 9, 2026, 8:54 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae8b6c553481908b2b7b1f880b814d`	completed	March 9, 2026, 8:57 a.m.

Created at: March 4, 2026, 7:51 p.m.