Triple

T1609946
Position Surface form Disambiguated ID Type / Status
Subject Constantinos A. Doxiadis E34593 entity
Predicate defined P773 FINISHED
Object ekistics as the science of human settlements
Ekistics as the science of human settlements is an interdisciplinary field that studies the planning, design, organization, and evolution of human communities and their physical environments at all scales, from individual dwellings to global urban systems.
E183077 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: ekistics as the science of human settlements | Statement: [Constantinos A. Doxiadis, defined, ekistics as the science of human settlements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ekistics as the science of human settlements
Context triple: [Constantinos A. Doxiadis, defined, ekistics as the science of human settlements]
  • A. Human Ecology Section
    The Human Ecology Section is a division of the Ecological Society of America that focuses on the relationships between humans and their natural environments, integrating ecological and social science perspectives.
  • B. Garden city movement
    The Garden city movement was an influential urban planning philosophy that promoted self-contained, greenbelt-surrounded towns combining the benefits of city and countryside to improve living conditions and reduce urban overcrowding.
  • C. Ecology, Community and Lifestyle
    Ecology, Community and Lifestyle is a foundational philosophical work by Arne Næss that articulates the principles of deep ecology and explores how ecological thinking can transform human communities and ways of living.
  • D. Urbanisme
    Urbanisme is a seminal 1925 book by architect Le Corbusier that outlines his influential modernist theories on city planning and the design of the contemporary urban environment.
  • E. School of Urban Planning
    The School of Urban Planning is an academic unit at McGill University specializing in the study and training of professionals in urban and regional 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: ekistics as the science of human settlements
Triple: [Constantinos A. Doxiadis, defined, ekistics as the science of human settlements]
Generated description
Ekistics as the science of human settlements is an interdisciplinary field that studies the planning, design, organization, and evolution of human communities and their physical environments at all scales, from individual dwellings to global urban systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ekistics as the science of human settlements
Target entity description: Ekistics as the science of human settlements is an interdisciplinary field that studies the planning, design, organization, and evolution of human communities and their physical environments at all scales, from individual dwellings to global urban systems.
  • A. Human Ecology Section
    The Human Ecology Section is a division of the Ecological Society of America that focuses on the relationships between humans and their natural environments, integrating ecological and social science perspectives.
  • B. Garden city movement
    The Garden city movement was an influential urban planning philosophy that promoted self-contained, greenbelt-surrounded towns combining the benefits of city and countryside to improve living conditions and reduce urban overcrowding.
  • C. Ecology, Community and Lifestyle
    Ecology, Community and Lifestyle is a foundational philosophical work by Arne Næss that articulates the principles of deep ecology and explores how ecological thinking can transform human communities and ways of living.
  • D. Urbanisme
    Urbanisme is a seminal 1925 book by architect Le Corbusier that outlines his influential modernist theories on city planning and the design of the contemporary urban environment.
  • E. School of Urban Planning
    The School of Urban Planning is an academic unit at McGill University specializing in the study and training of professionals in urban and regional 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa622a84548190a66d45eec70f9b85 completed March 6, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51c2f038819093690bff46056939 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad52ebf6a08190b870e3e02d22ea69 completed March 8, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69ad5341856881909a31b4cee958e843 completed March 8, 2026, 10:45 a.m.
Created at: March 4, 2026, 7:28 p.m.