Triple

T8543454
Position Surface form Disambiguated ID Type / Status
Subject Rain and Tears E202257 entity
Predicate lyricist P1360 FINISHED
Object Boris Bergman
Boris Bergman is a French lyricist and songwriter known for his influential work in French pop and rock music, including collaborations with prominent artists and bands.
 E740700 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: Boris Bergman | Statement: [Rain and Tears, lyricist, Boris Bergman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Boris Bergman
Context triple: [Rain and Tears, lyricist, Boris Bergman]
  • A. Boris Thomashefsky
    Boris Thomashefsky was a pioneering star of the American Yiddish theater, known for popularizing Yiddish-language stage productions among immigrant audiences in the late 19th and early 20th centuries.
  • B. 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.
  • C. Boris Aronson
    Boris Aronson was a renowned American scenic designer, celebrated for his innovative and influential work on numerous Broadway productions and musicals.
  • D. Leonard Bramer
    Leonard Bramer was a Dutch Golden Age painter known for his atmospheric nocturnal scenes and history paintings influenced by Italian art.
  • E. George Bergman
    George Bergman was an American mathematician known for his work in algebra and category theory and for his influential contributions to mathematical education and expository writing.
  • 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: Boris Bergman
Triple: [Rain and Tears, lyricist, Boris Bergman]
Generated description
Boris Bergman is a French lyricist and songwriter known for his influential work in French pop and rock music, including collaborations with prominent artists and bands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Boris Bergman
Target entity description: Boris Bergman is a French lyricist and songwriter known for his influential work in French pop and rock music, including collaborations with prominent artists and bands.
  • A. Boris Thomashefsky
    Boris Thomashefsky was a pioneering star of the American Yiddish theater, known for popularizing Yiddish-language stage productions among immigrant audiences in the late 19th and early 20th centuries.
  • B. 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.
  • C. Boris Aronson
    Boris Aronson was a renowned American scenic designer, celebrated for his innovative and influential work on numerous Broadway productions and musicals.
  • D. Leonard Bramer
    Leonard Bramer was a Dutch Golden Age painter known for his atmospheric nocturnal scenes and history paintings influenced by Italian art.
  • E. George Bergman
    George Bergman was an American mathematician known for his work in algebra and category theory and for his influential contributions to mathematical education and expository writing.
  • 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_69ca832461e88190a654c5e44e233aa8 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6e381d4819084e230389a3ecb77 completed March 31, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6dabf9908190bb61ad4ddb953902 completed April 2, 2026, 1:22 p.m.
NEDg Description generation batch_69ce6f02fabc819093b95e0d318c5649 completed April 2, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f9b12148190be55b3f5f2b518d9 completed April 2, 2026, 1:31 p.m.
Created at: March 30, 2026, 6:18 p.m.