Triple

T15919086
Position Surface form Disambiguated ID Type / Status
Subject Kengo Kuma E386044 entity
Predicate hasWritten P2831 FINISHED
Object Natural Architecture 2
Natural Architecture 2 is an architectural monograph by Japanese architect Kengo Kuma showcasing his nature-inspired, material-focused building projects and design philosophy.
E1182436 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: Natural Architecture 2 | Statement: [Kengo Kuma, hasWritten, Natural Architecture 2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Natural Architecture 2
Context triple: [Kengo Kuma, hasWritten, Natural Architecture 2]
  • A. Von Material zu Architektur
    Von Material zu Architektur is a seminal theoretical book by László Moholy-Nagy that explores the relationship between materials, technology, and modern architectural form within the Bauhaus context.
  • B. A Book of Architecture
    A Book of Architecture is an influential 18th-century pattern book by James Gibbs that helped shape British and colonial architectural design through its plates of classical buildings and details.
  • C. The New Paradigm in Architecture
    The New Paradigm in Architecture is a seminal book by architectural theorist Charles Jencks that analyzes the shift from modernism to postmodern and complex, systems-based approaches in late 20th-century architecture.
  • D. Architext
    Architext was an early web search engine company that later became known as Excite, one of the prominent internet portals of the 1990s.
  • E. The Future of Architecture
    "The Future of Architecture" is a seminal work by Frank Lloyd Wright in which he outlines his visionary ideas for modern, organic architecture and the evolving role of the architect in society.
  • 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: Natural Architecture 2
Triple: [Kengo Kuma, hasWritten, Natural Architecture 2]
Generated description
Natural Architecture 2 is an architectural monograph by Japanese architect Kengo Kuma showcasing his nature-inspired, material-focused building projects and design philosophy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Natural Architecture 2
Target entity description: Natural Architecture 2 is an architectural monograph by Japanese architect Kengo Kuma showcasing his nature-inspired, material-focused building projects and design philosophy.
  • A. Von Material zu Architektur
    Von Material zu Architektur is a seminal theoretical book by László Moholy-Nagy that explores the relationship between materials, technology, and modern architectural form within the Bauhaus context.
  • B. A Book of Architecture
    A Book of Architecture is an influential 18th-century pattern book by James Gibbs that helped shape British and colonial architectural design through its plates of classical buildings and details.
  • C. The New Paradigm in Architecture
    The New Paradigm in Architecture is a seminal book by architectural theorist Charles Jencks that analyzes the shift from modernism to postmodern and complex, systems-based approaches in late 20th-century architecture.
  • D. Architext
    Architext was an early web search engine company that later became known as Excite, one of the prominent internet portals of the 1990s.
  • E. The Future of Architecture
    "The Future of Architecture" is a seminal work by Frank Lloyd Wright in which he outlines his visionary ideas for modern, organic architecture and the evolving role of the architect in society.
  • 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_69d86da686e4819097cbf3b1fc2d881d completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1567ff9e48190b73cb101fc3f7b2b completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb05d1fb481909b42bea774a15c70 completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb0cfac808190b32bb25659603fb4 completed May 9, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69ffb15b987c8190ae9c96f15fc55b27 completed May 9, 2026, 10:12 p.m.
Created at: April 10, 2026, 4:52 a.m.