Triple

T1650235
Position Surface form Disambiguated ID Type / Status
Subject Peter Zumthor E35673 entity
Predicate hasWritten P2831 FINISHED
Object Thinking Architecture
"Thinking Architecture" is a reflective book by Swiss architect Peter Zumthor that explores his philosophy of design, atmosphere, and the experiential qualities of architecture.
E185762 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: Thinking Architecture | Statement: [Peter Zumthor, hasWritten, Thinking Architecture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thinking Architecture
Context triple: [Peter Zumthor, hasWritten, Thinking Architecture]
  • A. Thoughts on Design
    Thoughts on Design is a seminal book by graphic designer Paul Rand that articulates his modernist philosophy and principles of visual communication.
  • B. Architecture in Transition
    Architecture in Transition is a seminal work by Constantinos A. Doxiadis that examines the evolution of architectural forms and urban environments in response to rapid social and technological change.
  • C. Complexity and Contradiction in Architecture
    Complexity and Contradiction in Architecture is a seminal 1966 book by architect Robert Venturi that challenged modernist simplicity and helped lay the theoretical foundations of postmodern architecture.
  • D. Architecture
    Architecture is the art and science of designing and constructing buildings and spaces that shape the built environment and human experience.
  • E. 360 Architecture
    360 Architecture was a Kansas City–based architectural firm known for designing major sports venues and large-scale entertainment facilities, including MetLife Stadium.
  • 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: Thinking Architecture
Triple: [Peter Zumthor, hasWritten, Thinking Architecture]
Generated description
"Thinking Architecture" is a reflective book by Swiss architect Peter Zumthor that explores his philosophy of design, atmosphere, and the experiential qualities of architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thinking Architecture
Target entity description: "Thinking Architecture" is a reflective book by Swiss architect Peter Zumthor that explores his philosophy of design, atmosphere, and the experiential qualities of architecture.
  • A. Thoughts on Design
    Thoughts on Design is a seminal book by graphic designer Paul Rand that articulates his modernist philosophy and principles of visual communication.
  • B. Architecture in Transition
    Architecture in Transition is a seminal work by Constantinos A. Doxiadis that examines the evolution of architectural forms and urban environments in response to rapid social and technological change.
  • C. Complexity and Contradiction in Architecture
    Complexity and Contradiction in Architecture is a seminal 1966 book by architect Robert Venturi that challenged modernist simplicity and helped lay the theoretical foundations of postmodern architecture.
  • D. Architecture
    Architecture is the art and science of designing and constructing buildings and spaces that shape the built environment and human experience.
  • E. 360 Architecture
    360 Architecture was a Kansas City–based architectural firm known for designing major sports venues and large-scale entertainment facilities, including MetLife Stadium.
  • 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_69a8860568888190a32cd9f70acbba42 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a66b58c819082d38ef1c805cf44 completed March 5, 2026, 4:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad60a996508190bc227400cb7713ac completed March 8, 2026, 11:42 a.m.
NEDg Description generation batch_69ad61323b308190b883c4bf2c3ca1bf completed March 8, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_69ad622d695481909351a9c80f8d646f completed March 8, 2026, 11:49 a.m.
Created at: March 4, 2026, 7:29 p.m.