Triple

T15982403
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Age of Extinction E387606 entity
Predicate featuresCharacter P626 FINISHED
Object Drift
Drift is a samurai-inspired Autobot warrior who transforms into both a helicopter and a Bugatti in the film "Transformers: Age of Extinction."
E1188682 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: Drift | Statement: [Transformers: Age of Extinction, featuresCharacter, Drift]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Drift
Context triple: [Transformers: Age of Extinction, featuresCharacter, Drift]
  • A. Drift
    "Drift" is a song performed by American singer and actress Blake Perlman, known for its atmospheric, cinematic style.
  • B. Drifting
    "Drifting" is a lesser-known song by the American rock band 4 Non Blondes, showcasing their alternative rock style beyond their hit "What's Up?".
  • C. Drift and Mastery
    Drift and Mastery is a 1914 book by American journalist Walter Lippmann that analyzes the social and economic upheavals of early 20th-century industrial society and advocates for scientific planning and democratic reform.
  • D. Tokyo Drifting
    "Tokyo Drifting" is a genre-blending, hip-hop-influenced single by British indie band Glass Animals, featuring rapper Denzel Curry and known for its swaggering alter-ego concept and bold production.
  • E. The Drift (novel)
    The Drift is a gritty crime novel by John Ridley that follows a homeless drifter navigating a bleak, violent urban underworld.
  • 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: Drift
Triple: [Transformers: Age of Extinction, featuresCharacter, Drift]
Generated description
Drift is a samurai-inspired Autobot warrior who transforms into both a helicopter and a Bugatti in the film "Transformers: Age of Extinction."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Drift
Target entity description: Drift is a samurai-inspired Autobot warrior who transforms into both a helicopter and a Bugatti in the film "Transformers: Age of Extinction."
  • A. Drift
    "Drift" is a song performed by American singer and actress Blake Perlman, known for its atmospheric, cinematic style.
  • B. Drifting
    "Drifting" is a lesser-known song by the American rock band 4 Non Blondes, showcasing their alternative rock style beyond their hit "What's Up?".
  • C. Drift and Mastery
    Drift and Mastery is a 1914 book by American journalist Walter Lippmann that analyzes the social and economic upheavals of early 20th-century industrial society and advocates for scientific planning and democratic reform.
  • D. Tokyo Drifting
    "Tokyo Drifting" is a genre-blending, hip-hop-influenced single by British indie band Glass Animals, featuring rapper Denzel Curry and known for its swaggering alter-ego concept and bold production.
  • E. The Drift (novel)
    The Drift is a gritty crime novel by John Ridley that follows a homeless drifter navigating a bleak, violent urban underworld.
  • 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_69d86da94ccc819083d187f5dc6a123e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15755b5548190acfa29eecb11e675 completed April 16, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3cb0ed48190b35c19f3961f183b completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc5f664148190a1f400c28d31cafe completed May 9, 2026, 11:40 p.m.
NED2 Entity disambiguation (via description) batch_69ffc6f9b4f4819092600165241377f6 completed May 9, 2026, 11:44 p.m.
Created at: April 10, 2026, 4:54 a.m.