Triple

T20117003
Position Surface form Disambiguated ID Type / Status
Subject Harpo Speaks! E490491 entity
Predicate publisher P29 FINISHED
Object Bernard Geis Associates — NE NERFINISHED

How this triple was built (3 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: Bernard Geis Associates | Statement: [Harpo Speaks!, publisher, Bernard Geis Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bernard Geis Associates
Context triple: [Harpo Speaks!, publisher, Bernard Geis Associates]
  • A. Frank Schaefer Associates
    Frank Schaefer Associates is an architectural firm known for designing major cultural and performing arts venues such as the Tulsa Performing Arts Center.
  • B. Barton Myers Associates
    Barton Myers Associates is an architectural firm known for innovative, contemporary designs that often emphasize dramatic forms, expressive use of materials, and strong integration with their surrounding environments.
  • C. Deskey Associates
    Deskey Associates is a design and branding firm established by industrial designer Donald Deskey, known for its work in product, packaging, and corporate identity design.
  • D. John B. Parkin Associates
    John B. Parkin Associates was a prominent mid-20th-century Canadian architectural firm known for its influential modernist designs and major corporate and institutional projects.
  • E. Parish-Hadley Associates
    Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bernard Geis Associates
Target entity description: Bernard Geis Associates was a mid-20th-century American publishing house known for releasing notable celebrity memoirs and popular nonfiction works.
  • A. Frank Schaefer Associates
    Frank Schaefer Associates is an architectural firm known for designing major cultural and performing arts venues such as the Tulsa Performing Arts Center.
  • B. Barton Myers Associates
    Barton Myers Associates is an architectural firm known for innovative, contemporary designs that often emphasize dramatic forms, expressive use of materials, and strong integration with their surrounding environments.
  • C. Deskey Associates
    Deskey Associates is a design and branding firm established by industrial designer Donald Deskey, known for its work in product, packaging, and corporate identity design.
  • D. John B. Parkin Associates
    John B. Parkin Associates was a prominent mid-20th-century Canadian architectural firm known for its influential modernist designs and major corporate and institutional projects.
  • E. Parish-Hadley Associates
    Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
  • F. None of above. chosen

Provenance (2 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_69da62636cc08190982cc71733a17b8d completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e6673ab4e08190b76ec742605e103b completed April 20, 2026, 5:49 p.m.
Created at: April 11, 2026, 11:29 p.m.