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.