Triple

T13148119
Position Surface form Disambiguated ID Type / Status
Subject Pitch Perfect (film series) E312392 entity
Predicate notableCharacter P1481 FINISHED
Object Benji Applebaum
Benji Applebaum is a socially awkward yet endearing and musically gifted a cappella singer from the Pitch Perfect film series, known for his enthusiasm, beatboxing, and close friendship with Jesse.
E1082156 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: Benji Applebaum | Statement: [Pitch Perfect (film series), notableCharacter, Benji Applebaum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benji Applebaum
Context triple: [Pitch Perfect (film series), notableCharacter, Benji Applebaum]
  • A. Chris Applebaum
    Chris Applebaum is an American music video director known for creating high-profile videos for major pop and rock artists.
  • B. Michael Applebaum
    Michael Applebaum is a British actor and director best known under his professional name Michael Tree.
  • C. Nathan Birnbaum
    Nathan Birnbaum was the birth name of George Burns, the famed American comedian, actor, and vaudevillian entertainer known for his long career in radio, film, and television.
  • D. Jason Blumenthal
    Jason Blumenthal is an American film producer known for his work on a variety of Hollywood feature films, including the comedy-drama "Troop Zero."
  • E. Sam Greisman
    Sam Greisman is an American writer and director known publicly as the son of acclaimed actress Sally Field.
  • 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: Benji Applebaum
Triple: [Pitch Perfect (film series), notableCharacter, Benji Applebaum]
Generated description
Benji Applebaum is a socially awkward yet endearing and musically gifted a cappella singer from the Pitch Perfect film series, known for his enthusiasm, beatboxing, and close friendship with Jesse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benji Applebaum
Target entity description: Benji Applebaum is a socially awkward yet endearing and musically gifted a cappella singer from the Pitch Perfect film series, known for his enthusiasm, beatboxing, and close friendship with Jesse.
  • A. Chris Applebaum
    Chris Applebaum is an American music video director known for creating high-profile videos for major pop and rock artists.
  • B. Michael Applebaum
    Michael Applebaum is a British actor and director best known under his professional name Michael Tree.
  • C. Nathan Birnbaum
    Nathan Birnbaum was the birth name of George Burns, the famed American comedian, actor, and vaudevillian entertainer known for his long career in radio, film, and television.
  • D. Jason Blumenthal
    Jason Blumenthal is an American film producer known for his work on a variety of Hollywood feature films, including the comedy-drama "Troop Zero."
  • E. Sam Greisman
    Sam Greisman is an American writer and director known publicly as the son of acclaimed actress Sally Field.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bd0f5b08190ab700c5de1c8e138 completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcdee8d1408190942ff455e7b1b6e2 completed May 7, 2026, 6:50 p.m.
NEDg Description generation batch_69fce0cc78e881909090ac42a97ebb12 completed May 7, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69fce1f53a8881909fd1258729a9879d completed May 7, 2026, 7:03 p.m.
Created at: April 9, 2026, 9:10 p.m.