Triple
T15919085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kengo Kuma |
E386044
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Natural Architecture
"Natural Architecture" is a book by Japanese architect Kengo Kuma that explores his philosophy of harmonizing contemporary architecture with nature through materials, light, and context.
|
E1182435
|
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 | Statement: [Kengo Kuma, hasWritten, Natural Architecture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natural Architecture Context triple: [Kengo Kuma, hasWritten, Natural Architecture]
-
A.
Organic architecture
Organic architecture is a design philosophy that seeks harmony between human-made structures and their natural surroundings, integrating buildings with the landscape in form, materials, and function.
-
B.
Botanical Building
The Botanical Building is a historic lath conservatory in San Diego renowned for its distinctive architecture and extensive collection of tropical and subtropical plants.
-
C.
Painterly Architectonics
Painterly Architectonics is an abstract painting by Russian avant-garde artist Lyubov Popova that exemplifies her dynamic use of geometric forms and color within the Constructivist and Cubo-Futurist movements.
-
D.
Environmental Design Library
The Environmental Design Library is a major academic research library specializing in architecture, landscape architecture, city and regional planning, and environmental design, located at the University of California, Berkeley.
-
E.
Natural
"Natural" is a 2018 rock single by Imagine Dragons known for its intense, anthemic sound and use in sports and media promotions.
- 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 Triple: [Kengo Kuma, hasWritten, Natural Architecture]
Generated description
"Natural Architecture" is a book by Japanese architect Kengo Kuma that explores his philosophy of harmonizing contemporary architecture with nature through materials, light, and context.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natural Architecture Target entity description: "Natural Architecture" is a book by Japanese architect Kengo Kuma that explores his philosophy of harmonizing contemporary architecture with nature through materials, light, and context.
-
A.
Organic architecture
Organic architecture is a design philosophy that seeks harmony between human-made structures and their natural surroundings, integrating buildings with the landscape in form, materials, and function.
-
B.
Botanical Building
The Botanical Building is a historic lath conservatory in San Diego renowned for its distinctive architecture and extensive collection of tropical and subtropical plants.
-
C.
Painterly Architectonics
Painterly Architectonics is an abstract painting by Russian avant-garde artist Lyubov Popova that exemplifies her dynamic use of geometric forms and color within the Constructivist and Cubo-Futurist movements.
-
D.
Environmental Design Library
The Environmental Design Library is a major academic research library specializing in architecture, landscape architecture, city and regional planning, and environmental design, located at the University of California, Berkeley.
-
E.
Natural
"Natural" is a 2018 rock single by Imagine Dragons known for its intense, anthemic sound and use in sports and media promotions.
- 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.