Triple

T5417630
Position Surface form Disambiguated ID Type / Status
Subject Sweeney Todd (stage production) E121169 entity
Predicate majorCharacter P12208 FINISHED
Object Beadle Bamford
Beadle Bamford is a corrupt and obsequious public official who serves as Judge Turpin’s ruthless enforcer in the musical *Sweeney Todd: The Demon Barber of Fleet Street*.
E520222 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: Beadle Bamford | Statement: [Sweeney Todd (stage production), majorCharacter, Beadle Bamford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beadle Bamford
Context triple: [Sweeney Todd (stage production), majorCharacter, Beadle Bamford]
  • A. George Oppenheimer
    George Oppenheimer was an American screenwriter and playwright known for his work on Hollywood films and Broadway productions in the mid-20th century.
  • B. Harold Briggs
    Harold Briggs was a British Army officer best known for devising and implementing the Briggs Plan to combat communist insurgency during the Malayan Emergency.
  • C. Clarence Odbody
    Clarence Odbody is the bumbling yet wise guardian angel in the classic film "It's a Wonderful Life," sent to help George Bailey understand the value of his life.
  • D. Walter Francis Brown
    Walter Francis Brown was an American illustrator and artist best known for his work on 19th-century books and periodicals, including providing illustrations for Mark Twain’s travel writings.
  • E. Edgar Lyons
    Edgar Lyons was a cinematographer active during the early sound era of American cinema, known for his work on the pioneering all-talking feature film "Lights of New York."
  • 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: Beadle Bamford
Triple: [Sweeney Todd (stage production), majorCharacter, Beadle Bamford]
Generated description
Beadle Bamford is a corrupt and obsequious public official who serves as Judge Turpin’s ruthless enforcer in the musical *Sweeney Todd: The Demon Barber of Fleet Street*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beadle Bamford
Target entity description: Beadle Bamford is a corrupt and obsequious public official who serves as Judge Turpin’s ruthless enforcer in the musical *Sweeney Todd: The Demon Barber of Fleet Street*.
  • A. George Oppenheimer
    George Oppenheimer was an American screenwriter and playwright known for his work on Hollywood films and Broadway productions in the mid-20th century.
  • B. Harold Briggs
    Harold Briggs was a British Army officer best known for devising and implementing the Briggs Plan to combat communist insurgency during the Malayan Emergency.
  • C. Clarence Odbody
    Clarence Odbody is the bumbling yet wise guardian angel in the classic film "It's a Wonderful Life," sent to help George Bailey understand the value of his life.
  • D. Walter Francis Brown
    Walter Francis Brown was an American illustrator and artist best known for his work on 19th-century books and periodicals, including providing illustrations for Mark Twain’s travel writings.
  • E. Edgar Lyons
    Edgar Lyons was a cinematographer active during the early sound era of American cinema, known for his work on the pioneering all-talking feature film "Lights of New York."
  • 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_69bd463a41cc8190b32ff5af2b96ca93 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87e620f081909eb9a5e1f284e5a2 completed March 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4121edc4819081fdb79dcc182540 completed March 22, 2026, 1:08 a.m.
NEDg Description generation batch_69bf428d60348190a1368e81d8bf354d completed March 22, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69bf42e470e0819091d1410e717c2470 completed March 22, 2026, 1:16 a.m.
Created at: March 20, 2026, 2:05 p.m.