Triple

T7600119
Position Surface form Disambiguated ID Type / Status
Subject Murray Bookchin E179960 entity
Predicate notableWork P4 FINISHED
Object Urbanization Without Cities
Urbanization Without Cities is a political and social theory book by Murray Bookchin that critiques modern urban development and advocates for decentralized, ecological, and directly democratic communities.
E674642 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: Urbanization Without Cities | Statement: [Murray Bookchin, notableWork, Urbanization Without Cities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Urbanization Without Cities
Context triple: [Murray Bookchin, notableWork, Urbanization Without Cities]
  • A. Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities
    "Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities" is an urban planning book by Ryan Gravel that explores how reimagining transportation and infrastructure can create more livable, equitable, and sustainable cities.
  • B. Anthropopolis: City for Human Development
    "Anthropopolis: City for Human Development" is an influential urban planning work that explores how cities can be designed and organized to better support human needs, growth, and well-being.
  • C. “Urban Structuring”
    “Urban Structuring” is a seminal architectural and urban design text by Alison Smithson that explores patterns of city organization, social space, and the relationship between architecture and everyday urban life.
  • D. World Urbanization Prospects
    World Urbanization Prospects is a recurring United Nations demographic report that provides global estimates and projections of urban and rural populations and urbanization trends.
  • E. 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.
  • 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: Urbanization Without Cities
Triple: [Murray Bookchin, notableWork, Urbanization Without Cities]
Generated description
Urbanization Without Cities is a political and social theory book by Murray Bookchin that critiques modern urban development and advocates for decentralized, ecological, and directly democratic communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Urbanization Without Cities
Target entity description: Urbanization Without Cities is a political and social theory book by Murray Bookchin that critiques modern urban development and advocates for decentralized, ecological, and directly democratic communities.
  • A. Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities
    "Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities" is an urban planning book by Ryan Gravel that explores how reimagining transportation and infrastructure can create more livable, equitable, and sustainable cities.
  • B. Anthropopolis: City for Human Development
    "Anthropopolis: City for Human Development" is an influential urban planning work that explores how cities can be designed and organized to better support human needs, growth, and well-being.
  • C. “Urban Structuring”
    “Urban Structuring” is a seminal architectural and urban design text by Alison Smithson that explores patterns of city organization, social space, and the relationship between architecture and everyday urban life.
  • D. World Urbanization Prospects
    World Urbanization Prospects is a recurring United Nations demographic report that provides global estimates and projections of urban and rural populations and urbanization trends.
  • E. 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.
  • 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_69c69f3487ec8190bf7acdf2dd91e6d6 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9d7cb288190b40ff5c9a09297d9 completed March 27, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c861ad08bc8190b3fc22109579a47d completed March 28, 2026, 11:18 p.m.
NEDg Description generation batch_69c86239eb348190b5a0b83d280000e2 completed March 28, 2026, 11:20 p.m.
NED2 Entity disambiguation (via description) batch_69c862a2f6808190942a22bf93994408 completed March 28, 2026, 11:22 p.m.
Created at: March 27, 2026, 3:53 p.m.