Triple

T9835555
Position Surface form Disambiguated ID Type / Status
Subject Sparkle (2012 film) E239090 entity
Predicate productionCompany P490 FINISHED
Object TDJ Enterprises
TDJ Enterprises is a film production company associated with projects such as the 2012 musical drama "Sparkle."
E825317 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: TDJ Enterprises | Statement: [Sparkle (2012 film), productionCompany, TDJ Enterprises]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TDJ Enterprises
Context triple: [Sparkle (2012 film), productionCompany, TDJ Enterprises]
  • A. TBT Enterprises
    TBT Enterprises is the company that manages and runs The Basketball Tournament, a high-stakes, winner-take-all summer basketball competition.
  • B. Big J Enterprises
    Big J Enterprises is a business venture established by entrepreneur and politician Gary Johnson.
  • C. WED Enterprises
    WED Enterprises was Walt Disney’s original creative design and engineering company, best known as the forerunner to Walt Disney Imagineering and the force behind many early Disney theme park attractions.
  • D. J&M Entertainment
    J&M Entertainment is a film production company best known for producing the 1993 drama "What's Eating Gilbert Grape."
  • E. DTS, Inc.
    DTS, Inc. is an American audio technology company best known for its high-definition surround sound formats used in cinema, home theater, and consumer electronics.
  • 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: TDJ Enterprises
Triple: [Sparkle (2012 film), productionCompany, TDJ Enterprises]
Generated description
TDJ Enterprises is a film production company associated with projects such as the 2012 musical drama "Sparkle."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TDJ Enterprises
Target entity description: TDJ Enterprises is a film production company associated with projects such as the 2012 musical drama "Sparkle."
  • A. TBT Enterprises
    TBT Enterprises is the company that manages and runs The Basketball Tournament, a high-stakes, winner-take-all summer basketball competition.
  • B. Big J Enterprises
    Big J Enterprises is a business venture established by entrepreneur and politician Gary Johnson.
  • C. WED Enterprises
    WED Enterprises was Walt Disney’s original creative design and engineering company, best known as the forerunner to Walt Disney Imagineering and the force behind many early Disney theme park attractions.
  • D. J&M Entertainment
    J&M Entertainment is a film production company best known for producing the 1993 drama "What's Eating Gilbert Grape."
  • E. DTS, Inc.
    DTS, Inc. is an American audio technology company best known for its high-definition surround sound formats used in cinema, home theater, and consumer electronics.
  • 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_69ca84e314108190978324a4bdb959f8 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb339aa1c8190901d8e660cef49c5 completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5c8f1a48190a4e7b6cda8ee88d5 completed April 5, 2026, 3:23 a.m.
NEDg Description generation batch_69d1d6a385ac8190b5dd11adfbb7578d completed April 5, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69d1d74e7a148190a9470745bfd7ad42 completed April 5, 2026, 3:30 a.m.
Created at: March 30, 2026, 8:33 p.m.