Triple

T14825657
Position Surface form Disambiguated ID Type / Status
Subject Peter Calthorpe E348562 entity
Predicate notableWork P4 FINISHED
Object The Next American Metropolis
The Next American Metropolis is an influential urban planning book by Peter Calthorpe that popularized the concept of transit-oriented development and outlined principles for sustainable, human-scaled metropolitan design in the United States.
E1122703 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 Next American Metropolis | Statement: [Peter Calthorpe, notableWork, The Next American Metropolis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Next American Metropolis
Context triple: [Peter Calthorpe, notableWork, The Next American Metropolis]
  • A. The Death and Life of Great American Cities
    The Death and Life of Great American Cities is a landmark 1961 book by urbanist Jane Jacobs that critiques mid-20th-century urban planning and champions vibrant, mixed-use city neighborhoods.
  • B. 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.
  • C. Plan of Chicago
    The Plan of Chicago is a landmark 1909 urban planning blueprint that proposed a comprehensive redesign and beautification of Chicago, profoundly influencing modern city planning in the United States.
  • D. The Soul of the City
    "The Soul of the City" is a poem by Vachel Lindsay that evokes the spiritual and emotional essence of urban life through vivid, rhythmic imagery.
  • E. The City That Works
    "The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
  • 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 Next American Metropolis
Triple: [Peter Calthorpe, notableWork, The Next American Metropolis]
Generated description
The Next American Metropolis is an influential urban planning book by Peter Calthorpe that popularized the concept of transit-oriented development and outlined principles for sustainable, human-scaled metropolitan design in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Next American Metropolis
Target entity description: The Next American Metropolis is an influential urban planning book by Peter Calthorpe that popularized the concept of transit-oriented development and outlined principles for sustainable, human-scaled metropolitan design in the United States.
  • A. The Death and Life of Great American Cities
    The Death and Life of Great American Cities is a landmark 1961 book by urbanist Jane Jacobs that critiques mid-20th-century urban planning and champions vibrant, mixed-use city neighborhoods.
  • B. 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.
  • C. Plan of Chicago
    The Plan of Chicago is a landmark 1909 urban planning blueprint that proposed a comprehensive redesign and beautification of Chicago, profoundly influencing modern city planning in the United States.
  • D. The Soul of the City
    "The Soul of the City" is a poem by Vachel Lindsay that evokes the spiritual and emotional essence of urban life through vivid, rhythmic imagery.
  • E. The City That Works
    "The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded0713700819097bbb0352650984b completed April 14, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389f48cc819089d860f0208dd465 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3a2167348190bb428c7f23ec9748 completed May 8, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69fe3aee9d248190b202c7252f290f38 completed May 8, 2026, 7:35 p.m.
Created at: April 10, 2026, 1:51 a.m.