Triple

T10030307
Position Surface form Disambiguated ID Type / Status
Subject Point and Line to Plane E204834 entity
Predicate influenced P9 FINISHED
Object Bauhaus pedagogy
Bauhaus pedagogy was an influential early 20th-century educational approach in art, design, and architecture that emphasized experimentation, integration of craft and industry, and a foundational study of visual form and materials.
E205064 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: Bauhaus pedagogy | Statement: [Point and Line to Plane, influenced, Bauhaus pedagogy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bauhaus pedagogy
Context triple: [Point and Line to Plane, influenced, Bauhaus pedagogy]
  • A. Reggio Emilia approach
    The Reggio Emilia approach is an early childhood education philosophy from Italy that emphasizes child-led, project-based learning in a collaborative, creative, and community-centered environment.
  • B. Ignatian pedagogy
    Ignatian pedagogy is an educational approach rooted in the spiritual and humanistic tradition of St. Ignatius of Loyola, emphasizing reflection, discernment, and the holistic formation of students for service and justice.
  • C. Constructivism
    Constructivism is an early 20th-century avant-garde art and architectural movement that emphasized abstraction, modern materials, and functional, socially oriented design.
  • D. Master of Form at Bauhaus
    Master of Form at Bauhaus was a key teaching role at the Bauhaus school responsible for guiding the artistic and formal aspects of instruction in conjunction with technical masters.
  • E. SOLE (Self-Organized Learning Environments)
    SOLE (Self-Organized Learning Environments) is an educational approach developed by Sugata Mitra in which students collaboratively explore and answer big questions using internet resources with minimal teacher intervention.
  • 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: Bauhaus pedagogy
Triple: [Point and Line to Plane, influenced, Bauhaus pedagogy]
Generated description
Bauhaus pedagogy was an influential early 20th-century educational approach in art, design, and architecture that emphasized experimentation, integration of craft and industry, and a foundational study of visual form and materials.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bauhaus pedagogy
Target entity description: Bauhaus pedagogy was an influential early 20th-century educational approach in art, design, and architecture that emphasized experimentation, integration of craft and industry, and a foundational study of visual form and materials.
  • A. Reggio Emilia approach
    The Reggio Emilia approach is an early childhood education philosophy from Italy that emphasizes child-led, project-based learning in a collaborative, creative, and community-centered environment.
  • B. Ignatian pedagogy
    Ignatian pedagogy is an educational approach rooted in the spiritual and humanistic tradition of St. Ignatius of Loyola, emphasizing reflection, discernment, and the holistic formation of students for service and justice.
  • C. Constructivism
    Constructivism is an early 20th-century avant-garde art and architectural movement that emphasized abstraction, modern materials, and functional, socially oriented design.
  • D. Master of Form at Bauhaus chosen
    Master of Form at Bauhaus was a key teaching role at the Bauhaus school responsible for guiding the artistic and formal aspects of instruction in conjunction with technical masters.
  • E. SOLE (Self-Organized Learning Environments)
    SOLE (Self-Organized Learning Environments) is an educational approach developed by Sugata Mitra in which students collaboratively explore and answer big questions using internet resources with minimal teacher intervention.
  • F. None of above.

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_69ca834d77188190ad645e33e8ca3200 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcde7ec088190845656cc2529c771 completed April 2, 2026, 2:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69d282351ebc8190b22bf3964823b0ee completed April 5, 2026, 3:39 p.m.
NEDg Description generation batch_69d282fd10248190a1a0b4573b2065ae completed April 5, 2026, 3:42 p.m.
NED2 Entity disambiguation (via description) batch_69d283d0e1748190a0c65bbaa8e8348e completed April 5, 2026, 3:46 p.m.
Created at: March 30, 2026, 8:54 p.m.