Triple

T14969206

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Massachusetts Dartmouth	`E373271`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	Charlton College of Business Charlton College of Business is the business school of the University of Massachusetts Dartmouth, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.	`E1130151`	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: Charlton College of Business | Statement: [University of Massachusetts Dartmouth, hasCollege, Charlton College of Business]

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

Target entity: Charlton College of Business
Context triple: [University of Massachusetts Dartmouth, hasCollege, Charlton College of Business]

A. Quinlan School of Business
Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. McCallum Graduate School of Business
McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
D. Spears School of Business
Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. Rusche College of Business
Rusche College of Business is the business school of Stephen F. Austin State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
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: Charlton College of Business
Triple: [University of Massachusetts Dartmouth, hasCollege, Charlton College of Business]

Generated description

Charlton College of Business is the business school of the University of Massachusetts Dartmouth, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.

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

Target entity: Charlton College of Business
Target entity description: Charlton College of Business is the business school of the University of Massachusetts Dartmouth, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.

A. Quinlan School of Business
Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. McCallum Graduate School of Business
McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
D. Spears School of Business
Spears School of Business is the business college of Oklahoma State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E. Rusche College of Business
Rusche College of Business is the business school of Stephen F. Austin State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
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_69d85ccbbcd48190acb56e7cf104d8ad`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69ded6e44cb0819096e09f8026ef8174`	completed	April 15, 2026, 12:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe8be4b0a88190989022108a58370d`	completed	May 9, 2026, 1:20 a.m.
NEDg	Description generation	`batch_69fe8f4984088190a986a0c46a3e813e`	completed	May 9, 2026, 1:35 a.m.
NED2	Entity disambiguation (via description)	`batch_69fe8fbe0e048190b9ce27737ff7d0c3`	completed	May 9, 2026, 1:37 a.m.

Created at: April 10, 2026, 2:49 a.m.