Triple

T8772494
Position Surface form Disambiguated ID Type / Status
Subject New Classical architecture E208496 entity
Predicate hasNotableProponent P304 FINISHED
Object Nikos Salingaros
Nikos Salingaros is a mathematician and architectural theorist known for his influential work on traditional and human-centered design, complexity, and the scientific foundations of architecture.
E757630 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: Nikos Salingaros | Statement: [New Classical architecture, hasNotableProponent, Nikos Salingaros]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nikos Salingaros
Context triple: [New Classical architecture, hasNotableProponent, Nikos Salingaros]
  • A. Andreas Acrivos
    Andreas Acrivos was a prominent Greek-American chemical engineer and fluid dynamicist renowned for his pioneering contributions to transport phenomena and complex fluid flows.
  • B. Andreas Kalvos
    Andreas Kalvos was a 19th-century Greek poet known for his patriotic and lyrical works that bridged neoclassicism and early Romanticism in modern Greek literature.
  • C. Eleni Doxiadis
    Eleni Doxiadis is a Greek economist and writer known for her work on economic policy and social issues in Greece.
  • D. Constantinos A. Doxiadis
    Constantinos A. Doxiadis was a prominent Greek architect and urban planner best known for pioneering the concept of "ekistics" and designing major modern cities, including the master plan of Pakistan’s capital, Islamabad.
  • E. Sakis Bessis
    Sakis Bessis is a musician best known as a member of the influential 1960s Greek rock band The Forminx.
  • 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: Nikos Salingaros
Triple: [New Classical architecture, hasNotableProponent, Nikos Salingaros]
Generated description
Nikos Salingaros is a mathematician and architectural theorist known for his influential work on traditional and human-centered design, complexity, and the scientific foundations of architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nikos Salingaros
Target entity description: Nikos Salingaros is a mathematician and architectural theorist known for his influential work on traditional and human-centered design, complexity, and the scientific foundations of architecture.
  • A. Andreas Acrivos
    Andreas Acrivos was a prominent Greek-American chemical engineer and fluid dynamicist renowned for his pioneering contributions to transport phenomena and complex fluid flows.
  • B. Andreas Kalvos
    Andreas Kalvos was a 19th-century Greek poet known for his patriotic and lyrical works that bridged neoclassicism and early Romanticism in modern Greek literature.
  • C. Eleni Doxiadis
    Eleni Doxiadis is a Greek economist and writer known for her work on economic policy and social issues in Greece.
  • D. Constantinos A. Doxiadis
    Constantinos A. Doxiadis was a prominent Greek architect and urban planner best known for pioneering the concept of "ekistics" and designing major modern cities, including the master plan of Pakistan’s capital, Islamabad.
  • E. Sakis Bessis
    Sakis Bessis is a musician best known as a member of the influential 1960s Greek rock band The Forminx.
  • 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_69ca835edb4481909b4aafb616dc5eb7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f2c54c08190a904723d1f0527a4 completed March 31, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf51c0125c819098deb7a54688b125 completed April 3, 2026, 5:36 a.m.
NEDg Description generation batch_69cf5378c3f48190a4180c20aecb2260 completed April 3, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf5471e9c08190963b7f1d6c2ceffe completed April 3, 2026, 5:47 a.m.
Created at: March 30, 2026, 6:41 p.m.