Triple

T21041883
Position Surface form Disambiguated ID Type / Status
Subject Sally Bowles E518345 entity
Predicate relationshipWith P10260 FINISHED
Object Brian Roberts (in Cabaret film)
Brian Roberts is the reserved British academic and writer who becomes Sally Bowles’ lover and emotional counterpart in the 1972 film "Cabaret."
E1463193 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: Brian Roberts (in Cabaret film) | Statement: [Sally Bowles, relationshipWith, Brian Roberts (in Cabaret film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brian Roberts (in Cabaret film)
Context triple: [Sally Bowles, relationshipWith, Brian Roberts (in Cabaret film)]
  • A. Barry Manilow (character)
    Barry Manilow is a minor comedic character in the 2000 road comedy film "Road Trip," used mainly for humorous effect within the movie’s ensemble.
  • B. Kenneth Mars
    Kenneth Mars was an American character actor and voice actor known for his comedic roles in films like "The Producers" and "Young Frankenstein" as well as his extensive work in animation.
  • C. Franz Liebkind in The Producers
    Franz Liebkind in *The Producers* is a deranged, ultra-patriotic ex-Nazi playwright whose absurd musical "Springtime for Hitler" becomes the centerpiece of the film’s satirical plot.
  • D. Max Bialystock
    Max Bialystock is a flamboyant, down-on-his-luck Broadway producer and lovable con man who schemes to get rich by staging a guaranteed flop in Mel Brooks' musical comedy "The Producers."
  • E. Lionel Stander
    Lionel Stander was an American character actor known for his distinctive gravelly voice and memorable supporting roles in classic Hollywood films and later television.
  • 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: Brian Roberts (in Cabaret film)
Triple: [Sally Bowles, relationshipWith, Brian Roberts (in Cabaret film)]
Generated description
Brian Roberts is the reserved British academic and writer who becomes Sally Bowles’ lover and emotional counterpart in the 1972 film "Cabaret."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brian Roberts (in Cabaret film)
Target entity description: Brian Roberts is the reserved British academic and writer who becomes Sally Bowles’ lover and emotional counterpart in the 1972 film "Cabaret."
  • A. Barry Manilow (character)
    Barry Manilow is a minor comedic character in the 2000 road comedy film "Road Trip," used mainly for humorous effect within the movie’s ensemble.
  • B. Kenneth Mars
    Kenneth Mars was an American character actor and voice actor known for his comedic roles in films like "The Producers" and "Young Frankenstein" as well as his extensive work in animation.
  • C. Franz Liebkind in The Producers
    Franz Liebkind in *The Producers* is a deranged, ultra-patriotic ex-Nazi playwright whose absurd musical "Springtime for Hitler" becomes the centerpiece of the film’s satirical plot.
  • D. Max Bialystock
    Max Bialystock is a flamboyant, down-on-his-luck Broadway producer and lovable con man who schemes to get rich by staging a guaranteed flop in Mel Brooks' musical comedy "The Producers."
  • E. Lionel Stander
    Lionel Stander was an American character actor known for his distinctive gravelly voice and memorable supporting roles in classic Hollywood films and later television.
  • 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_69e0b50438e08190917e2538bb8bc034 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fcf0b27881909d1c5b58be387a74 completed April 21, 2026, 4:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a094750de6081908ab711d77777be6c completed May 17, 2026, 4:42 a.m.
NEDg Description generation batch_6a09480efc2c819085f4c0fdb2c3533b completed May 17, 2026, 4:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0948daf03881908b080ed95acdeed0 completed May 17, 2026, 4:49 a.m.
Created at: April 16, 2026, 2:15 p.m.