Triple

T9400910
Position Surface form Disambiguated ID Type / Status
Subject Herbert Beckhard E226465 entity
Predicate employer P7 FINISHED
Object Marcel Breuer and Associates
Marcel Breuer and Associates was a prominent modernist architectural firm founded by Bauhaus-trained architect Marcel Breuer, known for its influential mid-20th-century buildings and furniture designs.
 E795690 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: Marcel Breuer and Associates | Statement: [Herbert Beckhard, employer, Marcel Breuer and Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marcel Breuer and Associates
Context triple: [Herbert Beckhard, employer, Marcel Breuer and Associates]
  • A. 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.
  • B. Eisenman Architects
    Eisenman Architects is an architectural firm founded by renowned deconstructivist architect Peter Eisenman, known for its innovative and conceptually driven building designs.
  • C. Scharfstein Architects
    Scharfstein Architects is an architectural firm known for its role in designing the Red Bull Arena soccer stadium in Harrison, New Jersey.
  • D. Michael Graves & Associates
    Michael Graves & Associates is an architecture and design firm known for its influential postmodern buildings and product designs led by architect Michael Graves.
  • E. Fabre-Speller Architects
    Fabre-Speller Architects is an architectural firm known for designing the Mariinsky Concert Hall in Saint Petersburg, Russia.
  • 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: Marcel Breuer and Associates
Triple: [Herbert Beckhard, employer, Marcel Breuer and Associates]
Generated description
Marcel Breuer and Associates was a prominent modernist architectural firm founded by Bauhaus-trained architect Marcel Breuer, known for its influential mid-20th-century buildings and furniture designs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marcel Breuer and Associates
Target entity description: Marcel Breuer and Associates was a prominent modernist architectural firm founded by Bauhaus-trained architect Marcel Breuer, known for its influential mid-20th-century buildings and furniture designs.
  • A. 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.
  • B. Eisenman Architects
    Eisenman Architects is an architectural firm founded by renowned deconstructivist architect Peter Eisenman, known for its innovative and conceptually driven building designs.
  • C. Scharfstein Architects
    Scharfstein Architects is an architectural firm known for its role in designing the Red Bull Arena soccer stadium in Harrison, New Jersey.
  • D. Michael Graves & Associates
    Michael Graves & Associates is an architecture and design firm known for its influential postmodern buildings and product designs led by architect Michael Graves.
  • E. Fabre-Speller Architects
    Fabre-Speller Architects is an architectural firm known for designing the Mariinsky Concert Hall in Saint Petersburg, Russia.
  • 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_69ca843170f88190800a8ab2b5fc568e completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd5157d66c819094c18f680c7093f7 completed April 1, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1012753088190bc73b7c577109e76 completed April 4, 2026, 12:16 p.m.
NEDg Description generation batch_69d101aee16481909576ea5d8407beb5 completed April 4, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_69d1024cfedc81908a97b5fe4970719a completed April 4, 2026, 12:21 p.m.
Created at: March 30, 2026, 7:46 p.m.