Triple

T7804551
Position Surface form Disambiguated ID Type / Status
Subject Architecture Machine Group E180514 entity
Predicate notableMember P10 FINISHED
Object Yona Friedman
Yona Friedman was a visionary Hungarian-French architect and urban planner known for his influential theories on mobile architecture and participatory, flexible urban design.
E694328 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: Yona Friedman | Statement: [Architecture Machine Group, notableMember, Yona Friedman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yona Friedman
Context triple: [Architecture Machine Group, notableMember, Yona Friedman]
  • A. Beth Zur
    Beth Zur is an ancient town in the Judean hill country, best known as the site of a significant battle during the Maccabean Revolt.
  • B. Yona Wallach
    Yona Wallach was an influential Israeli poet known for her experimental, provocative, and psychologically charged Hebrew poetry that challenged social and sexual norms.
  • C. Niv Fichman
    Niv Fichman is a Canadian film and television producer and director, best known as a founding partner of Rhombus Media and for producing acclaimed works such as "The Red Violin" and "Enemy."
  • D. René Leibowitz
    René Leibowitz was a Polish-born French composer, conductor, and influential music theorist who helped introduce and promote twelve-tone and serial techniques in postwar France.
  • E. Mati Klarwein
    Mati Klarwein was a visionary German painter best known for his psychedelic, surreal album cover art for musicians such as Santana and Miles Davis.
  • 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: Yona Friedman
Triple: [Architecture Machine Group, notableMember, Yona Friedman]
Generated description
Yona Friedman was a visionary Hungarian-French architect and urban planner known for his influential theories on mobile architecture and participatory, flexible urban design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yona Friedman
Target entity description: Yona Friedman was a visionary Hungarian-French architect and urban planner known for his influential theories on mobile architecture and participatory, flexible urban design.
  • A. Beth Zur
    Beth Zur is an ancient town in the Judean hill country, best known as the site of a significant battle during the Maccabean Revolt.
  • B. Yona Wallach
    Yona Wallach was an influential Israeli poet known for her experimental, provocative, and psychologically charged Hebrew poetry that challenged social and sexual norms.
  • C. Niv Fichman
    Niv Fichman is a Canadian film and television producer and director, best known as a founding partner of Rhombus Media and for producing acclaimed works such as "The Red Violin" and "Enemy."
  • D. René Leibowitz
    René Leibowitz was a Polish-born French composer, conductor, and influential music theorist who helped introduce and promote twelve-tone and serial techniques in postwar France.
  • E. Mati Klarwein
    Mati Klarwein was a visionary German painter best known for his psychedelic, surreal album cover art for musicians such as Santana and Miles Davis.
  • 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_69ca827e50cc8190a92a733577184938 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf636def8819084117fababac06b2 completed March 30, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14439c8081908331caf450462a0e completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb1638c9888190be533d55fd0b494f completed March 31, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a49beb4819090532acabb9391b1 completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:34 p.m.