Triple

T2198074
Position Surface form Disambiguated ID Type / Status
Subject Project Alberta E50422 entity
Predicate hadMember P5021 FINISHED
Object Bernard Waldman
Bernard Waldman was an American physicist who played a key role in the development and deployment of the first atomic bombs during World War II.
 E289027 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: Bernard Waldman | Statement: [Project Alberta, hadMember, Bernard Waldman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bernard Waldman
Context triple: [Project Alberta, hadMember, Bernard Waldman]
  • A. Theodore Shapiro
    Theodore Shapiro is an American film composer known for his work on numerous Hollywood comedies and dramas, including scores for major studio films.
  • B. Samuel Hoffenstein
    Samuel Hoffenstein was an American screenwriter and poet best known for his witty, sophisticated scripts in Hollywood films of the 1930s and 1940s.
  • C. Walter Bergman
    Walter Bergman was a civil rights activist and educator best known for his involvement in the 1961 Freedom Rides challenging racial segregation in the American South.
  • D. Myron Futterman
    Myron Futterman was an American businessman best known for being the first husband of actress Jane Wyman.
  • E. Pandro S. Berman
    Pandro S. Berman was a prominent American film producer of Hollywood’s classic era, known for overseeing numerous successful MGM and RKO pictures.
  • 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: Bernard Waldman
Triple: [Project Alberta, hadMember, Bernard Waldman]
Generated description
Bernard Waldman was an American physicist who played a key role in the development and deployment of the first atomic bombs during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bernard Waldman
Target entity description: Bernard Waldman was an American physicist who played a key role in the development and deployment of the first atomic bombs during World War II.
  • A. Theodore Shapiro
    Theodore Shapiro is an American film composer known for his work on numerous Hollywood comedies and dramas, including scores for major studio films.
  • B. Samuel Hoffenstein
    Samuel Hoffenstein was an American screenwriter and poet best known for his witty, sophisticated scripts in Hollywood films of the 1930s and 1940s.
  • C. Walter Bergman
    Walter Bergman was a civil rights activist and educator best known for his involvement in the 1961 Freedom Rides challenging racial segregation in the American South.
  • D. Myron Futterman
    Myron Futterman was an American businessman best known for being the first husband of actress Jane Wyman.
  • E. Pandro S. Berman
    Pandro S. Berman was a prominent American film producer of Hollywood’s classic era, known for overseeing numerous successful MGM and RKO pictures.
  • 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_69a88b044ab48190add007487680f009 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbf7b65cc8190bcc5a5c52b90f33b completed March 7, 2026, 6:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa03c35f48190a4ad11595fea91ae completed March 10, 2026, 4:38 a.m.
NEDg Description generation batch_69afa24054f48190a7af299c72962b3b completed March 10, 2026, 4:46 a.m.
NED2 Entity disambiguation (via description) batch_69afa2da7cc88190a9568cd573ce5b41 completed March 10, 2026, 4:49 a.m.
Created at: March 4, 2026, 7:46 p.m.