Triple

T14357532
Position Surface form Disambiguated ID Type / Status
Subject Reyner Banham E356008 entity
Predicate notableWork P4 FINISHED
Object Los Angeles: The Architecture of Four Ecologies
Los Angeles: The Architecture of Four Ecologies is a seminal 1971 study of Los Angeles’s urban form and culture that analyzes the city through four distinct environmental and lifestyle “ecologies,” reshaping architectural and urban theory.
E1095538 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: Los Angeles: The Architecture of Four Ecologies | Statement: [Reyner Banham, notableWork, Los Angeles: The Architecture of Four Ecologies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Los Angeles: The Architecture of Four Ecologies
Context triple: [Reyner Banham, notableWork, Los Angeles: The Architecture of Four Ecologies]
  • A. The Architecture of the City
    The Architecture of the City is Aldo Rossi’s influential 1966 theoretical treatise that redefined urban design by emphasizing the city’s collective memory, typology, and enduring formal structures.
  • B. The Unreal America: Architecture and Illusion
    The Unreal America: Architecture and Illusion is a critical study of contemporary American architecture in which Ada Louise Huxtable examines how commercialism, spectacle, and theme-park aesthetics have distorted the built environment and our experience of it.
  • C. Architecture as Signs and Systems
    "Architecture as Signs and Systems" is a theoretical work that explores architecture through the lenses of communication, symbolism, and systems thinking, extending postmodern ideas about how buildings convey meaning in contemporary culture.
  • D. 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.
  • E. The New Exploration: A Philosophy of Regional Planning
    The New Exploration: A Philosophy of Regional Planning is a seminal work by Benton MacKaye that articulates a visionary framework for integrating environmental conservation, regional development, and human well-being in land-use planning.
  • 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: Los Angeles: The Architecture of Four Ecologies
Triple: [Reyner Banham, notableWork, Los Angeles: The Architecture of Four Ecologies]
Generated description
Los Angeles: The Architecture of Four Ecologies is a seminal 1971 study of Los Angeles’s urban form and culture that analyzes the city through four distinct environmental and lifestyle “ecologies,” reshaping architectural and urban theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Los Angeles: The Architecture of Four Ecologies
Target entity description: Los Angeles: The Architecture of Four Ecologies is a seminal 1971 study of Los Angeles’s urban form and culture that analyzes the city through four distinct environmental and lifestyle “ecologies,” reshaping architectural and urban theory.
  • A. The Architecture of the City
    The Architecture of the City is Aldo Rossi’s influential 1966 theoretical treatise that redefined urban design by emphasizing the city’s collective memory, typology, and enduring formal structures.
  • B. The Unreal America: Architecture and Illusion
    The Unreal America: Architecture and Illusion is a critical study of contemporary American architecture in which Ada Louise Huxtable examines how commercialism, spectacle, and theme-park aesthetics have distorted the built environment and our experience of it.
  • C. Architecture as Signs and Systems
    "Architecture as Signs and Systems" is a theoretical work that explores architecture through the lenses of communication, symbolism, and systems thinking, extending postmodern ideas about how buildings convey meaning in contemporary culture.
  • D. 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.
  • E. The New Exploration: A Philosophy of Regional Planning
    The New Exploration: A Philosophy of Regional Planning is a seminal work by Benton MacKaye that articulates a visionary framework for integrating environmental conservation, regional development, and human well-being in land-use planning.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8f52ca7881908704eef20228aed3 completed April 14, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c473fa48190866ab946971e971c completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4d56b67c8190bc9ecd4f444df780 completed May 8, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69fd4e9a678c8190bd1821e6c43a3a1a completed May 8, 2026, 2:46 a.m.
Created at: April 10, 2026, 1:15 a.m.