Triple

T6872559
Position Surface form Disambiguated ID Type / Status
Subject Wallace Berman E158586 entity
Predicate familyName P18 FINISHED
Object Berman
Berman is a surname of Ashkenazi Jewish origin borne by various notable individuals across fields such as art, politics, and academia.
 E626263 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: Berman | Statement: [Wallace Berman, familyName, Berman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berman
Context triple: [Wallace Berman, familyName, Berman]
  • A. Bromfman
    Bromfman is a surname most notably associated with Brazilian composer and music producer Pedro Bromfman, known for his work on film and television scores.
  • B. Erdman
    Erdman is a masculine given name most notably borne by Disney story artist and screenwriter Erdman Penner.
  • C. Furthman
    Furthman is a surname most notably associated with American screenwriter Jules Furthman, known for his work on classic Hollywood films.
  • D. Bomer
    Bomer is the surname of American actor Matt Bomer, known for his roles in television and film such as "White Collar" and "The Normal Heart."
  • E. Hyman
    Hyman is the birth surname of Joey Ramone, the iconic lead vocalist of the pioneering punk rock band the Ramones.
  • 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: Berman
Triple: [Wallace Berman, familyName, Berman]
Generated description
Berman is a surname of Ashkenazi Jewish origin borne by various notable individuals across fields such as art, politics, and academia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berman
Target entity description: Berman is a surname of Ashkenazi Jewish origin borne by various notable individuals across fields such as art, politics, and academia.
  • A. Bromfman
    Bromfman is a surname most notably associated with Brazilian composer and music producer Pedro Bromfman, known for his work on film and television scores.
  • B. Erdman
    Erdman is a masculine given name most notably borne by Disney story artist and screenwriter Erdman Penner.
  • C. Furthman
    Furthman is a surname most notably associated with American screenwriter Jules Furthman, known for his work on classic Hollywood films.
  • D. Bomer
    Bomer is the surname of American actor Matt Bomer, known for his roles in television and film such as "White Collar" and "The Normal Heart."
  • E. Hyman
    Hyman is the birth surname of Joey Ramone, the iconic lead vocalist of the pioneering punk rock band the Ramones.
  • 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_69c68832af1481908ce356e133ebaebe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8c73ea08190b6bb1463e7ead47b completed March 27, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742af0df88190bb23b7495c279e08 completed March 28, 2026, 2:53 a.m.
NEDg Description generation batch_69c74340b8d08190a9875f9ba8cc9394 completed March 28, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69c7441d394081909545893c3e5db227 completed March 28, 2026, 2:59 a.m.
Created at: March 27, 2026, 2:22 p.m.