Triple

T15122394
Position Surface form Disambiguated ID Type / Status
Subject Never Say Never E361199 entity
Predicate productionCompany P490 FINISHED
Object Bieber Time Films
Bieber Time Films is Justin Bieber’s film production company, best known for producing his concert documentary "Never Say Never."
E1137791 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: Bieber Time Films | Statement: [Never Say Never, productionCompany, Bieber Time Films]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bieber Time Films
Context triple: [Never Say Never, productionCompany, Bieber Time Films]
  • A. Reel Time
    Reel Time is a Philippine documentary television program known for its in-depth, human-interest stories and social issue features.
  • B. Bre-Z
    Bre-Z is an American actress and rapper best known for her role as Tamia "Coop" Cooper on the television series *All American*.
  • C. The Time
    The Time is a funk and R&B band from Minneapolis best known for its close association with Prince and its prominent role in the early 1980s Minneapolis sound.
  • D. MMMBop
    "MMMBop" is a 1997 pop song by the American band Hanson that became a worldwide hit and is widely recognized as their signature track.
  • E. Beast
    Beast is a major character in the comic series and game "The Wolf Among Us," depicted as a reformed fairy-tale monster struggling to maintain his human façade and relationship with his wife, Beauty, in the gritty Fabletown community.
  • 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: Bieber Time Films
Triple: [Never Say Never, productionCompany, Bieber Time Films]
Generated description
Bieber Time Films is Justin Bieber’s film production company, best known for producing his concert documentary "Never Say Never."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bieber Time Films
Target entity description: Bieber Time Films is Justin Bieber’s film production company, best known for producing his concert documentary "Never Say Never."
  • A. Reel Time
    Reel Time is a Philippine documentary television program known for its in-depth, human-interest stories and social issue features.
  • B. Bre-Z
    Bre-Z is an American actress and rapper best known for her role as Tamia "Coop" Cooper on the television series *All American*.
  • C. The Time
    The Time is a funk and R&B band from Minneapolis best known for its close association with Prince and its prominent role in the early 1980s Minneapolis sound.
  • D. MMMBop
    "MMMBop" is a 1997 pop song by the American band Hanson that became a worldwide hit and is widely recognized as their signature track.
  • E. Beast
    Beast is a major character in the comic series and game "The Wolf Among Us," depicted as a reformed fairy-tale monster struggling to maintain his human façade and relationship with his wife, Beauty, in the gritty Fabletown community.
  • 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_69d85a06450081909c5a14ea9851a15e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0059f69a881909929a037a0eef702 completed April 15, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7f4abd08190b47c9daff2921919 completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb8bb774481908272929358817440 completed May 9, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69feb9384b4c81909fe80dec3abc1659 completed May 9, 2026, 4:34 a.m.
Created at: April 10, 2026, 3:06 a.m.