Triple

T12135825
Position Surface form Disambiguated ID Type / Status
Subject Herman Hertzberger E289052 entity
Predicate notableWork P4 FINISHED
Object Lessons for Students in Architecture (book)
Lessons for Students in Architecture is a widely influential architectural theory book by Herman Hertzberger that explores the relationship between space, form, and human use through essays, drawings, and case studies.
E966479 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: Lessons for Students in Architecture (book) | Statement: [Herman Hertzberger, notableWork, Lessons for Students in Architecture (book)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lessons for Students in Architecture (book)
Context triple: [Herman Hertzberger, notableWork, Lessons for Students in Architecture (book)]
  • A. 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.
  • B. Ten Books on Architecture
    Ten Books on Architecture is the common English title of Vitruvius’s influential 1st-century BCE treatise that laid the foundations of Western architectural theory and practice.
  • C. Amateur Architecture Studio
    Amateur Architecture Studio is a Chinese architectural firm known for its experimental, craft-oriented designs that integrate traditional building techniques and materials into contemporary architecture.
  • D. 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.
  • E. Livro da Arquitetura
    Livro da Arquitetura is an experimental, neo-concrete artist’s book by Brazilian artist Lygia Pape that explores the spatial and structural possibilities of the book form as an architectural object.
  • 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: Lessons for Students in Architecture (book)
Triple: [Herman Hertzberger, notableWork, Lessons for Students in Architecture (book)]
Generated description
Lessons for Students in Architecture is a widely influential architectural theory book by Herman Hertzberger that explores the relationship between space, form, and human use through essays, drawings, and case studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lessons for Students in Architecture (book)
Target entity description: Lessons for Students in Architecture is a widely influential architectural theory book by Herman Hertzberger that explores the relationship between space, form, and human use through essays, drawings, and case studies.
  • A. 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.
  • B. Ten Books on Architecture
    Ten Books on Architecture is the common English title of Vitruvius’s influential 1st-century BCE treatise that laid the foundations of Western architectural theory and practice.
  • C. Amateur Architecture Studio
    Amateur Architecture Studio is a Chinese architectural firm known for its experimental, craft-oriented designs that integrate traditional building techniques and materials into contemporary architecture.
  • D. 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.
  • E. Livro da Arquitetura
    Livro da Arquitetura is an experimental, neo-concrete artist’s book by Brazilian artist Lygia Pape that explores the spatial and structural possibilities of the book form as an architectural object.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158dd00c819082651891898b91bb completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f68eab98819086a480a90312c3fe completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f6017f89d88190b766af7828794d87 completed May 2, 2026, 1:51 p.m.
NED2 Entity disambiguation (via description) batch_69f60232d89881909f254da6deb7f321 completed May 2, 2026, 1:54 p.m.
Created at: April 8, 2026, 9:49 p.m.