Triple

T145223

Position	Surface form	Disambiguated ID	Type / Status
Subject	Manchester Metropolitan University	`E2938`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	Manchester School of Art Manchester School of Art is a leading UK art and design institution within Manchester Metropolitan University, known for its creative disciplines, historic heritage, and strong links to the contemporary arts industry.	`E19623`	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: Manchester School of Art | Statement: [Manchester Metropolitan University, hasSchool, Manchester School of Art]

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

Target entity: Manchester School of Art
Context triple: [Manchester Metropolitan University, hasSchool, Manchester School of Art]

A. Cumbria College of Art and Design
Cumbria College of Art and Design was a British further and higher education institution specializing in art and design disciplines, known for training creative professionals including actor Charlie Hunnam.
B. Manchester Metropolitan University
Manchester Metropolitan University is a large public university in Manchester, England, known for its vocationally oriented courses, strong links with industry, and extensive urban campus.
C. Royal Manchester Institution
The Royal Manchester Institution was a 19th-century learned society and art institution in Manchester that played a key role in promoting the visual arts and later evolved into what is now Manchester Art Gallery.
D. Royal Northern College of Music
The Royal Northern College of Music is a leading UK conservatoire in Manchester renowned for its professional training in classical music, opera, and related performing arts.
E. Manchester Art Gallery
Manchester Art Gallery is a major public art museum in Manchester, England, renowned for its extensive collections of fine art, decorative arts, and contemporary exhibitions.
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: Manchester School of Art
Triple: [Manchester Metropolitan University, hasSchool, Manchester School of Art]

Generated description

Manchester School of Art is a leading UK art and design institution within Manchester Metropolitan University, known for its creative disciplines, historic heritage, and strong links to the contemporary arts industry.

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

Target entity: Manchester School of Art
Target entity description: Manchester School of Art is a leading UK art and design institution within Manchester Metropolitan University, known for its creative disciplines, historic heritage, and strong links to the contemporary arts industry.

A. Cumbria College of Art and Design
Cumbria College of Art and Design was a British further and higher education institution specializing in art and design disciplines, known for training creative professionals including actor Charlie Hunnam.
B. Manchester Metropolitan University
Manchester Metropolitan University is a large public university in Manchester, England, known for its vocationally oriented courses, strong links with industry, and extensive urban campus.
C. Royal Manchester Institution
The Royal Manchester Institution was a 19th-century learned society and art institution in Manchester that played a key role in promoting the visual arts and later evolved into what is now Manchester Art Gallery.
D. Royal Northern College of Music
The Royal Northern College of Music is a leading UK conservatoire in Manchester renowned for its professional training in classical music, opera, and related performing arts.
E. Manchester Art Gallery
Manchester Art Gallery is a major public art museum in Manchester, England, renowned for its extensive collections of fine art, decorative arts, and contemporary exhibitions.
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_69a2521e35c08190b28e5c9f1e3c9b59`	completed	Feb. 28, 2026, 2:25 a.m.
NER	Named-entity recognition	`batch_69a257ea7eac8190884a53453a9e0dd6`	completed	Feb. 28, 2026, 2:50 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2d4c838908190ae67f4e58fd700b0`	completed	Feb. 28, 2026, 11:43 a.m.
NEDg	Description generation	`batch_69a2d53067dc8190a184441df46426d6`	completed	Feb. 28, 2026, 11:44 a.m.
NED2	Entity disambiguation (via description)	`batch_69a2d598733c8190aba1dc04f737218f`	completed	Feb. 28, 2026, 11:46 a.m.

Created at: Feb. 28, 2026, 2:31 a.m.