Triple

T3237741

Position	Surface form	Disambiguated ID	Type / Status
Subject	Qatar University	`E67894`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	College of Business and Economics The College of Business and Economics is Qatar University's business school, offering undergraduate and graduate programs in fields such as management, finance, accounting, and economics to prepare students for careers in the regional and global marketplace.	`E346277`	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: College of Business and Economics | Statement: [Qatar University, hasCollege, College of Business and Economics]

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

Target entity: College of Business and Economics
Context triple: [Qatar University, hasCollege, College of Business and Economics]

A. College of Business and Economics
The College of Business and Economics is the Australian National University's academic division specializing in business, finance, economics, and related disciplines, offering research-led education and programs in these fields.
B. College of Business and Economics
The College of Business and Economics is an academic unit of North Carolina A&T State University that offers undergraduate and graduate programs in business and economic disciplines.
C. College of Business and Economics
The College of Business and Economics is the business school of California State University, Northridge, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. College of Business and Economics
The College of Business and Economics is Yonsei University's academic unit specializing in business administration and economics education and research.
E. College of Business and Economics
The College of Business and Economics at Korea University is a leading academic unit specializing in business administration and economics education and research in South Korea.
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: College of Business and Economics
Triple: [Qatar University, hasCollege, College of Business and Economics]

Generated description

The College of Business and Economics is Qatar University's business school, offering undergraduate and graduate programs in fields such as management, finance, accounting, and economics to prepare students for careers in the regional and global marketplace.

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

Target entity: College of Business and Economics
Target entity description: The College of Business and Economics is Qatar University's business school, offering undergraduate and graduate programs in fields such as management, finance, accounting, and economics to prepare students for careers in the regional and global marketplace.

A. College of Business and Economics
The College of Business and Economics is the business school of California State University, East Bay, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. College of Business and Economics
The College of Business and Economics is the business school of California State University, Northridge, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
C. College of Business and Economics
The College of Business and Economics is the University of Johannesburg’s dedicated faculty for business, management, and economic studies, offering academic programs and research in these fields.
D. College of Business and Economics
The College of Business and Economics is the Australian National University's academic division specializing in business, finance, economics, and related disciplines, offering research-led education and programs in these fields.
E. College of Business and Economics
The College of Business and Economics is the business school of California State University, Los Angeles, 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_69ad858d27348190abb61c280b4c86a9`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69adaef29bf48190a9aa3a39f0138428`	completed	March 8, 2026, 5:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b2f3be35388190bbd1a296d7b1b3fa`	completed	March 12, 2026, 5:11 p.m.
NEDg	Description generation	`batch_69b2fa0ed27c8190a32c153b44b7b2dd`	completed	March 12, 2026, 5:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69b312b273b48190a949e61b87722084`	completed	March 12, 2026, 7:23 p.m.

Created at: March 8, 2026, 3:08 p.m.