Triple

T4914437

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oxford railway station	`E110312`	entity
Predicate	near	`P350`	FINISHED
Object	Said Business School Saïd Business School is the University of Oxford’s business school, renowned globally for its MBA and executive education programs and its modern campus in central Oxford.	`E478905`	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: Said Business School | Statement: [Oxford railway station, near, Said Business School]

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

Target entity: Said Business School
Context triple: [Oxford railway station, near, Said Business School]

A. Cambridge Judge Business School
Cambridge Judge Business School is the University of Cambridge’s business school, renowned for its MBA and postgraduate management programs, research, and close ties to global industry and entrepreneurship.
B. Queen’s Management School
Queen’s Management School is the business and management faculty of Queen’s University Belfast, offering education and research in areas such as accounting, finance, economics, and management.
C. Imperial College Business School
Imperial College Business School is the graduate business school of Imperial College London, specializing in management, finance, and innovation with a strong focus on technology and entrepreneurship.
D. London Business School
London Business School is a leading global business school based in London, renowned for its MBA and executive education programs and strong international student body.
E. Lee Business School
Lee Business School is the business school of the University of Nevada, Las Vegas, offering undergraduate and graduate programs in business and related fields.
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: Said Business School
Triple: [Oxford railway station, near, Said Business School]

Generated description

Saïd Business School is the University of Oxford’s business school, renowned globally for its MBA and executive education programs and its modern campus in central Oxford.

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

Target entity: Said Business School
Target entity description: Saïd Business School is the University of Oxford’s business school, renowned globally for its MBA and executive education programs and its modern campus in central Oxford.

A. Cambridge Judge Business School
Cambridge Judge Business School is the University of Cambridge’s business school, renowned for its MBA and postgraduate management programs, research, and close ties to global industry and entrepreneurship.
B. Queen’s Management School
Queen’s Management School is the business and management faculty of Queen’s University Belfast, offering education and research in areas such as accounting, finance, economics, and management.
C. Imperial College Business School
Imperial College Business School is the graduate business school of Imperial College London, specializing in management, finance, and innovation with a strong focus on technology and entrepreneurship.
D. London Business School
London Business School is a leading global business school based in London, renowned for its MBA and executive education programs and strong international student body.
E. Lee Business School
Lee Business School is the business school of the University of Nevada, Las Vegas, offering undergraduate and graduate programs in business and related fields.
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_69bd44132b94819088522d92beaadc78`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd6e9f12b48190b3cb5378958d03cd`	completed	March 20, 2026, 3:58 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be6feaf3dc81908b2c7a7409b1c952`	completed	March 21, 2026, 10:16 a.m.
NEDg	Description generation	`batch_69be7147bff8819097059b1b24e2b0f7`	completed	March 21, 2026, 10:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69be71d8dc6081908608d9e90498579b`	completed	March 21, 2026, 10:24 a.m.

Created at: March 20, 2026, 1:29 p.m.