Triple

T20349767
Position Surface form Disambiguated ID Type / Status
Subject Bruce Ramer E495976 entity
Predicate employer P7 FINISHED
Object Gang, Tyre, Ramer, Brown & Passman, Inc. — 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: Gang, Tyre, Ramer, Brown & Passman, Inc. | Statement: [Bruce Ramer, employer, Gang, Tyre, Ramer, Brown & Passman, Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gang, Tyre, Ramer, Brown & Passman, Inc.
Context triple: [Bruce Ramer, employer, Gang, Tyre, Ramer, Brown & Passman, Inc.]
  • A. Gery & Associates
    Gery & Associates is a professional firm that employs Derek Charles, likely operating in a corporate or legal services context.
  • B. Naramore, Bain, Brady & Johanson
    Naramore, Bain, Brady & Johanson was a prominent mid-20th-century American architecture firm known for designing major public and institutional buildings, particularly in the Pacific Northwest.
  • C. Graham, Anderson, Probst & White
    Graham, Anderson, Probst & White was a prominent early 20th-century American architectural firm known for designing major Beaux-Arts and classical revival landmarks, particularly in Chicago.
  • D. Field, Palmer, Leiter & Company
    Field, Palmer, Leiter & Company was a prominent 19th-century Chicago dry-goods firm that evolved into the famous department store Marshall Field & Company.
  • E. Miller, Orton & Mulligan
    Miller, Orton & Mulligan was a 19th-century American publishing firm known for issuing significant works of abolitionist and reform literature.
  • 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: Gang, Tyre, Ramer, Brown & Passman, Inc.
Target entity description: Gang, Tyre, Ramer, Brown & Passman, Inc. is a prominent Los Angeles-based entertainment and media law firm known for representing high-profile clients in film, television, and related industries.
  • A. Gery & Associates
    Gery & Associates is a professional firm that employs Derek Charles, likely operating in a corporate or legal services context.
  • B. Naramore, Bain, Brady & Johanson
    Naramore, Bain, Brady & Johanson was a prominent mid-20th-century American architecture firm known for designing major public and institutional buildings, particularly in the Pacific Northwest.
  • C. Graham, Anderson, Probst & White
    Graham, Anderson, Probst & White was a prominent early 20th-century American architectural firm known for designing major Beaux-Arts and classical revival landmarks, particularly in Chicago.
  • D. Field, Palmer, Leiter & Company
    Field, Palmer, Leiter & Company was a prominent 19th-century Chicago dry-goods firm that evolved into the famous department store Marshall Field & Company.
  • E. Miller, Orton & Mulligan
    Miller, Orton & Mulligan was a 19th-century American publishing firm known for issuing significant works of abolitionist and reform literature.
  • 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_69e0b4a3320881909495ae8bc30bc2dc completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6784eacf4819095504e541d1d284d completed April 20, 2026, 7:02 p.m.
Created at: April 16, 2026, 11:24 a.m.