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.