Triple

T9369479
Position Surface form Disambiguated ID Type / Status
Subject Nkumba University E225491 entity
Predicate hasAcademicUnit P1488 FINISHED
Object School of Commercial, Industrial Art and Design
The School of Commercial, Industrial Art and Design is an academic unit of Nkumba University specializing in creative, applied, and design-oriented disciplines that link artistic practice with commercial and industrial applications.
E795105 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: School of Commercial, Industrial Art and Design | Statement: [Nkumba University, hasAcademicUnit, School of Commercial, Industrial Art and Design]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Commercial, Industrial Art and Design
Context triple: [Nkumba University, hasAcademicUnit, School of Commercial, Industrial Art and Design]
  • A. School of Design
    The School of Design is a faculty of the Polytechnic University of Milan specializing in higher education and research in design and related creative disciplines.
  • B. School of Design
    The School of Design at Hunan University is an academic unit specializing in design education and research within the university’s broader engineering and arts framework.
  • C. School of Design
    The School of Design is a key academic department within the Glasgow School of Art, focusing on creative disciplines such as communication, product, and interior design.
  • D. York School of Design
    York School of Design was an art and design institution in York, England, known for training artists such as the Victorian painter Albert Joseph Moore.
  • E. College of Visual Arts and Design
    The College of Visual Arts and Design is an academic unit specializing in art and design education, offering programs in areas such as studio art, design, art history, and related creative disciplines.
  • 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: School of Commercial, Industrial Art and Design
Triple: [Nkumba University, hasAcademicUnit, School of Commercial, Industrial Art and Design]
Generated description
The School of Commercial, Industrial Art and Design is an academic unit of Nkumba University specializing in creative, applied, and design-oriented disciplines that link artistic practice with commercial and industrial applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Commercial, Industrial Art and Design
Target entity description: The School of Commercial, Industrial Art and Design is an academic unit of Nkumba University specializing in creative, applied, and design-oriented disciplines that link artistic practice with commercial and industrial applications.
  • A. School of Design
    The School of Design is a faculty of the Polytechnic University of Milan specializing in higher education and research in design and related creative disciplines.
  • B. School of Design
    The School of Design at Hunan University is an academic unit specializing in design education and research within the university’s broader engineering and arts framework.
  • C. School of Design
    The School of Design is a key academic department within the Glasgow School of Art, focusing on creative disciplines such as communication, product, and interior design.
  • D. York School of Design
    York School of Design was an art and design institution in York, England, known for training artists such as the Victorian painter Albert Joseph Moore.
  • E. College of Visual Arts and Design
    The College of Visual Arts and Design is an academic unit specializing in art and design education, offering programs in areas such as studio art, design, art history, and related creative disciplines.
  • 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_69ca842cbddc819099d71ecec48cf9e5 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd5080f55c8190bd5ca0dc0a4ea989 completed April 1, 2026, 5:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0f40961e88190b12ab78edbebd252 completed April 4, 2026, 11:20 a.m.
NEDg Description generation batch_69d0f49e229c8190a91452591aee2414 completed April 4, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69d0f71220588190b97d8fce942fbf50 completed April 4, 2026, 11:33 a.m.
Created at: March 30, 2026, 7:43 p.m.