Triple

T5589877
Position Surface form Disambiguated ID Type / Status
Subject Studebaker (as design consultant) E146847 entity
Predicate associatedDesignerFirm P26681 FINISHED
Object Raymond Loewy Associates
Raymond Loewy Associates was an influential industrial design firm led by Raymond Loewy, renowned for shaping mid-20th-century product, automotive, and corporate design in the United States.
E536770 NE FINISHED

How this triple was built (5 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: Raymond Loewy Associates | Statement: [Studebaker (as design consultant), associatedDesignerFirm, Raymond Loewy Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raymond Loewy Associates
Context triple: [Studebaker (as design consultant), associatedDesignerFirm, Raymond Loewy Associates]
  • A. Edward Durell Stone & Associates
    Edward Durell Stone & Associates was the architectural firm founded by prominent American modernist architect Edward Durell Stone, known for designing notable mid-20th-century buildings in the United States and abroad.
  • B. Albert Kahn Associates
    Albert Kahn Associates is an architecture and engineering firm, founded by industrial architect Albert Kahn, renowned for designing early 20th-century factories and industrial facilities.
  • C. Parsons Brinckerhoff
    Parsons Brinckerhoff is a global engineering and professional services firm known for its major infrastructure and transportation projects.
  • D. Skidmore, Owings & Merrill
    Skidmore, Owings & Merrill is a prominent American architecture and engineering firm renowned for designing major modernist and high-rise buildings worldwide.
  • E. Philip Johnson and Associates
    Philip Johnson and Associates was an architectural firm led by influential modernist architect Philip Johnson, known for designing prominent cultural and institutional buildings in the United States.
  • 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: Raymond Loewy Associates
Triple: [Studebaker (as design consultant), associatedDesignerFirm, Raymond Loewy Associates]
Generated description
Raymond Loewy Associates was an influential industrial design firm led by Raymond Loewy, renowned for shaping mid-20th-century product, automotive, and corporate design in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raymond Loewy Associates
Target entity description: Raymond Loewy Associates was an influential industrial design firm led by Raymond Loewy, renowned for shaping mid-20th-century product, automotive, and corporate design in the United States.
  • A. Edward Durell Stone & Associates
    Edward Durell Stone & Associates was the architectural firm founded by prominent American modernist architect Edward Durell Stone, known for designing notable mid-20th-century buildings in the United States and abroad.
  • B. Albert Kahn Associates
    Albert Kahn Associates is an architecture and engineering firm, founded by industrial architect Albert Kahn, renowned for designing early 20th-century factories and industrial facilities.
  • C. Parsons Brinckerhoff
    Parsons Brinckerhoff is a global engineering and professional services firm known for its major infrastructure and transportation projects.
  • D. Skidmore, Owings & Merrill
    Skidmore, Owings & Merrill is a prominent American architecture and engineering firm renowned for designing major modernist and high-rise buildings worldwide.
  • E. Philip Johnson and Associates
    Philip Johnson and Associates was an architectural firm led by influential modernist architect Philip Johnson, known for designing prominent cultural and institutional buildings in the United States.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: associatedDesignerFirm
Context triple: [Studebaker (as design consultant), associatedDesignerFirm, Raymond Loewy Associates]
  • A. architectureFirm
    Indicates that one entity is an architecture firm responsible for providing architectural services or design work to another entity.
  • B. designedBy
    Indicates that one entity is the creator, planner, or architect responsible for the form or structure of another entity.
  • C. coArchitectOf
    Indicates a relationship where two or more entities jointly serve as architects of the same project, design, or structure.
  • D. designedByCompanyFoundedBy
    Indicates that something was designed by a company that was founded by a specified entity.
  • E. designOrganization chosen
    Indicates that one entity is responsible for planning, creating, or structuring another entity, typically in an official or professional capacity.
  • F. None of above.

Provenance (6 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_69c009036c408190981a8d690b679b67 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0209ff5d88190843b6d134390ab71 completed March 22, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d342f7881908a79522692e8f7f9 completed March 22, 2026, 8:12 p.m.
NEDg Description generation batch_69c04ed9159481909adeb9228ce59d0e completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04f7856848190a835c3ee0a32f649 completed March 22, 2026, 8:22 p.m.
PD Predicate disambiguation batch_69c01b16b9bc8190ab0b945507d90e05 completed March 22, 2026, 4:38 p.m.
Created at: March 22, 2026, 3:38 p.m.