Triple

T4724280
Position Surface form Disambiguated ID Type / Status
Subject Stuart Sutcliffe E104842 entity
Predicate education P5 FINISHED
Object Liverpool College of Art
Liverpool College of Art was a prominent British art school in Liverpool known for training influential mid-20th-century artists and musicians.
 E468772 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: Liverpool College of Art | Statement: [Stuart Sutcliffe, education, Liverpool College of Art]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liverpool College of Art
Context triple: [Stuart Sutcliffe, education, Liverpool College of Art]
  • A. 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.
  • B. Central School of Art and Design
    Central School of Art and Design was a renowned London art and design college known for its influential role in art education before merging into Central Saint Martins.
  • C. Edinburgh College of Art
    Edinburgh College of Art is a renowned art, design, and architecture school that forms part of the University of Edinburgh in Scotland.
  • D. University College of Arts, Crafts and Design
    The University College of Arts, Crafts and Design is a renowned Swedish institution of higher education specializing in art, design, and crafts, known for training influential artists and designers.
  • E. Glasgow School of Art
    The Glasgow School of Art is a renowned Scottish art and design institution, famous for its influential role in art education and its iconic Charles Rennie Mackintosh–designed building.
  • 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: Liverpool College of Art
Triple: [Stuart Sutcliffe, education, Liverpool College of Art]
Generated description
Liverpool College of Art was a prominent British art school in Liverpool known for training influential mid-20th-century artists and musicians.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liverpool College of Art
Target entity description: Liverpool College of Art was a prominent British art school in Liverpool known for training influential mid-20th-century artists and musicians.
  • A. 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.
  • B. Central School of Art and Design
    Central School of Art and Design was a renowned London art and design college known for its influential role in art education before merging into Central Saint Martins.
  • C. Edinburgh College of Art
    Edinburgh College of Art is a renowned art, design, and architecture school that forms part of the University of Edinburgh in Scotland.
  • D. University College of Arts, Crafts and Design
    The University College of Arts, Crafts and Design is a renowned Swedish institution of higher education specializing in art, design, and crafts, known for training influential artists and designers.
  • E. Glasgow School of Art
    The Glasgow School of Art is a renowned Scottish art and design institution, famous for its influential role in art education and its iconic Charles Rennie Mackintosh–designed building.
  • 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_69bd43ed84648190ae0b7ee8e8d00482 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64456a6c8190b658216b62ef82cf completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43a86b288190ada883c345b00c72 completed March 21, 2026, 7:07 a.m.
NEDg Description generation batch_69be449593f0819092be9f4a86bb47aa completed March 21, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69be44f6031c81908fdca148b784aaf9 completed March 21, 2026, 7:12 a.m.
Created at: March 20, 2026, 1:18 p.m.