Triple

T1609966
Position Surface form Disambiguated ID Type / Status
Subject Constantinos A. Doxiadis E34593 entity
Predicate hasConcept P531 FINISHED
Object Dynapolis (dynamic city model)
Dynapolis (dynamic city model) is Constantinos A. Doxiadis’s theoretical framework for a continuously expanding, adaptable urban form designed to accommodate long-term growth and changing human needs.
E183082 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: Dynapolis (dynamic city model) | Statement: [Constantinos A. Doxiadis, hasConcept, Dynapolis (dynamic city model)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dynapolis (dynamic city model)
Context triple: [Constantinos A. Doxiadis, hasConcept, Dynapolis (dynamic city model)]
  • A. Model Cities Program
    The Model Cities Program was a U.S. federal urban aid initiative of the late 1960s that sought to combat poverty and revitalize distressed city neighborhoods through comprehensive, community-focused planning and development.
  • B. Metropolis GZM
    Metropolis GZM is a metropolitan union in southern Poland that coordinates transport, development, and services across the urban area centered on Katowice in the Silesian region.
  • C. Apple City
    Apple City is a nickname for Daegu, a major South Korean city historically renowned for its abundant apple production.
  • D. Future City Campus
    Future City Campus is a modern satellite campus of the China University of Geosciences (Wuhan), designed to support expanded teaching and research in an urban, innovation-focused setting.
  • E. Maximum City
    Maximum City is a popular nickname for Mumbai that reflects its vast scale, intense energy, and extreme contrasts in wealth, culture, and daily life.
  • 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: Dynapolis (dynamic city model)
Triple: [Constantinos A. Doxiadis, hasConcept, Dynapolis (dynamic city model)]
Generated description
Dynapolis (dynamic city model) is Constantinos A. Doxiadis’s theoretical framework for a continuously expanding, adaptable urban form designed to accommodate long-term growth and changing human needs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dynapolis (dynamic city model)
Target entity description: Dynapolis (dynamic city model) is Constantinos A. Doxiadis’s theoretical framework for a continuously expanding, adaptable urban form designed to accommodate long-term growth and changing human needs.
  • A. Model Cities Program
    The Model Cities Program was a U.S. federal urban aid initiative of the late 1960s that sought to combat poverty and revitalize distressed city neighborhoods through comprehensive, community-focused planning and development.
  • B. Metropolis GZM
    Metropolis GZM is a metropolitan union in southern Poland that coordinates transport, development, and services across the urban area centered on Katowice in the Silesian region.
  • C. Apple City
    Apple City is a nickname for Daegu, a major South Korean city historically renowned for its abundant apple production.
  • D. Future City Campus
    Future City Campus is a modern satellite campus of the China University of Geosciences (Wuhan), designed to support expanded teaching and research in an urban, innovation-focused setting.
  • E. Maximum City
    Maximum City is a popular nickname for Mumbai that reflects its vast scale, intense energy, and extreme contrasts in wealth, culture, and daily life.
  • 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.