Triple

T8326394
Position Surface form Disambiguated ID Type / Status
Subject Hopes and Fears for Art E194963 entity
Predicate hasPart P35 FINISHED
Object The Prospects of Architecture in Civilization
"The Prospects of Architecture in Civilization" is an essay that reflects on how architecture shapes and is shaped by the cultural, social, and moral development of human societies.
E725204 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: The Prospects of Architecture in Civilization | Statement: [Hopes and Fears for Art, hasPart, The Prospects of Architecture in Civilization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Prospects of Architecture in Civilization
Context triple: [Hopes and Fears for Art, hasPart, The Prospects of Architecture in Civilization]
  • A. In the Cause of Architecture
    "In the Cause of Architecture" is a collection of essays by Frank Lloyd Wright articulating his principles of organic architecture and his critique of conventional architectural practice.
  • B. The Seven Lamps of Architecture
    The Seven Lamps of Architecture is an influential 1849 book by John Ruskin that sets out moral and aesthetic principles for architecture, emphasizing truth, beauty, and craftsmanship in building design.
  • C. The Allegory of Architecture
    The Allegory of Architecture is a Baroque-era painting by Dutch artist Abraham Bloemaert that personifies the discipline of architecture through a symbolic female figure surrounded by architectural tools and motifs.
  • D. 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.
  • E. On Architecture: Collected Reflections on a Century of Change
    On Architecture: Collected Reflections on a Century of Change is a book by critic Ada Louise Huxtable that gathers her influential essays and reviews examining the evolution of architecture and the built environment over the twentieth century and beyond.
  • 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: The Prospects of Architecture in Civilization
Triple: [Hopes and Fears for Art, hasPart, The Prospects of Architecture in Civilization]
Generated description
"The Prospects of Architecture in Civilization" is an essay that reflects on how architecture shapes and is shaped by the cultural, social, and moral development of human societies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Prospects of Architecture in Civilization
Target entity description: "The Prospects of Architecture in Civilization" is an essay that reflects on how architecture shapes and is shaped by the cultural, social, and moral development of human societies.
  • A. In the Cause of Architecture
    "In the Cause of Architecture" is a collection of essays by Frank Lloyd Wright articulating his principles of organic architecture and his critique of conventional architectural practice.
  • B. The Seven Lamps of Architecture
    The Seven Lamps of Architecture is an influential 1849 book by John Ruskin that sets out moral and aesthetic principles for architecture, emphasizing truth, beauty, and craftsmanship in building design.
  • C. The Allegory of Architecture
    The Allegory of Architecture is a Baroque-era painting by Dutch artist Abraham Bloemaert that personifies the discipline of architecture through a symbolic female figure surrounded by architectural tools and motifs.
  • D. 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.
  • E. On Architecture: Collected Reflections on a Century of Change
    On Architecture: Collected Reflections on a Century of Change is a book by critic Ada Louise Huxtable that gathers her influential essays and reviews examining the evolution of architecture and the built environment over the twentieth century and beyond.
  • 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_69ca82e7a8a88190a32bb5cc0feb012d completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f7fba688190b696593dfb2cde5d completed March 31, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95b92708819097795498f9ebcdfc completed April 1, 2026, 10:01 p.m.
NEDg Description generation batch_69cdab60ec308190a9001f9235e556b4 completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2e3457c8190a2d0cb6eeb81c9ef completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:56 p.m.