Triple

T6217182
Position Surface form Disambiguated ID Type / Status
Subject Comedian Harmonists (film) E139017 entity
Predicate mainCharacter P1183 FINISHED
Object Robert Biberti
Robert Biberti was a German bass singer best known as a member of the renowned vocal ensemble the Comedian Harmonists.
E588758 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: Robert Biberti | Statement: [Comedian Harmonists (film), mainCharacter, Robert Biberti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Biberti
Context triple: [Comedian Harmonists (film), mainCharacter, Robert Biberti]
  • A. Paul Boffa
    Paul Boffa was a Maltese physician and politician who served as Prime Minister of Malta and played a key role in the country’s post-World War II political development.
  • B. Michael Bonfiglio
    Michael Bonfiglio is an American filmmaker and documentarian known for directing high-profile nonfiction projects, including the HBO documentary series "George Carlin's American Dream."
  • C. Mario Girotti
    Mario Girotti is the birth name of Italian actor Terence Hill, famed for his spaghetti westerns and action-comedy films, often alongside Bud Spencer.
  • D. Manlio Silvestri
    Manlio Silvestri is an individual notable enough to be recognized as a prominent bearer of the Italian surname Silvestri.
  • E. Richard Grieco
    Richard Grieco is an American actor and former fashion model best known for his roles in the TV series "21 Jump Street" and its spin-off "Booker," as well as various film and television appearances in the late 1980s and 1990s.
  • 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: Robert Biberti
Triple: [Comedian Harmonists (film), mainCharacter, Robert Biberti]
Generated description
Robert Biberti was a German bass singer best known as a member of the renowned vocal ensemble the Comedian Harmonists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Biberti
Target entity description: Robert Biberti was a German bass singer best known as a member of the renowned vocal ensemble the Comedian Harmonists.
  • A. Paul Boffa
    Paul Boffa was a Maltese physician and politician who served as Prime Minister of Malta and played a key role in the country’s post-World War II political development.
  • B. Michael Bonfiglio
    Michael Bonfiglio is an American filmmaker and documentarian known for directing high-profile nonfiction projects, including the HBO documentary series "George Carlin's American Dream."
  • C. Mario Girotti
    Mario Girotti is the birth name of Italian actor Terence Hill, famed for his spaghetti westerns and action-comedy films, often alongside Bud Spencer.
  • D. Manlio Silvestri
    Manlio Silvestri is an individual notable enough to be recognized as a prominent bearer of the Italian surname Silvestri.
  • E. Richard Grieco
    Richard Grieco is an American actor and former fashion model best known for his roles in the TV series "21 Jump Street" and its spin-off "Booker," as well as various film and television appearances in the late 1980s and 1990s.
  • 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_69c008aecb0c81909984b48f733ce8ae completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062a35e308190be25c41b02704411 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d1171788190aa302b54d14e9a5d completed March 27, 2026, 7:09 a.m.
NEDg Description generation batch_69c62ea850c8819097ce9fefe807c0d0 completed March 27, 2026, 7:15 a.m.
NED2 Entity disambiguation (via description) batch_69c62f2c2d5881909e0b70853305dc05 completed March 27, 2026, 7:18 a.m.
Created at: March 22, 2026, 4:21 p.m.