Triple

T13140286
Position Surface form Disambiguated ID Type / Status
Subject Transformers: The Last Knight E312192 entity
Predicate mainCharacter P1183 FINISHED
Object Cade Yeager
Cade Yeager is a human inventor and mechanic who becomes a key ally to the Autobots in the later live-action Transformers films.
 E1037064 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: Cade Yeager | Statement: [Transformers: The Last Knight, mainCharacter, Cade Yeager]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cade Yeager
Context triple: [Transformers: The Last Knight, mainCharacter, Cade Yeager]
  • A. Cayden Boyd
    Cayden Boyd is an American actor best known for his childhood role as Max in the fantasy film "The Adventures of Sharkboy and Lavagirl in 3-D."
  • B. Joshua Cordes
    Joshua Cordes is a screenwriter best known for co-writing the science fiction film "Skyline."
  • C. Cody Travers
    Cody Travers is a street-fighting hero from Capcom’s beat ’em up series, best known as a tough brawler who battles through crime-ridden streets to rescue his kidnapped girlfriend.
  • D. Cade
    Cade is a surname most notably associated with Brittney Cade, known for her connection to the music and entertainment world.
  • E. Wyatt Cenac
    Wyatt Cenac is an American comedian, writer, and actor best known for his work as a correspondent on The Daily Show and for creating and starring in the HBO series "Wyatt Cenac's Problem Areas."
  • 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: Cade Yeager
Triple: [Transformers: The Last Knight, mainCharacter, Cade Yeager]
Generated description
Cade Yeager is a human inventor and mechanic who becomes a key ally to the Autobots in the later live-action Transformers films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cade Yeager
Target entity description: Cade Yeager is a human inventor and mechanic who becomes a key ally to the Autobots in the later live-action Transformers films.
  • A. Cayden Boyd
    Cayden Boyd is an American actor best known for his childhood role as Max in the fantasy film "The Adventures of Sharkboy and Lavagirl in 3-D."
  • B. Joshua Cordes
    Joshua Cordes is a screenwriter best known for co-writing the science fiction film "Skyline."
  • C. Cody Travers
    Cody Travers is a street-fighting hero from Capcom’s beat ’em up series, best known as a tough brawler who battles through crime-ridden streets to rescue his kidnapped girlfriend.
  • D. Cade
    Cade is a surname most notably associated with Brittney Cade, known for her connection to the music and entertainment world.
  • E. Wyatt Cenac
    Wyatt Cenac is an American comedian, writer, and actor best known for his work as a correspondent on The Daily Show and for creating and starring in the HBO series "Wyatt Cenac's Problem Areas."
  • 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_69d981b84f1081908b9e2d54a64d4c2d completed April 10, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7265eba0481908417d2bb905874e5 completed May 3, 2026, 10:41 a.m.
NEDg Description generation batch_69f72a52e9dc8190a76c4c51d0e1cd07 completed May 3, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_69f72ab0cb0081908090c6ebab183788 completed May 3, 2026, 11 a.m.
Created at: April 9, 2026, 9:10 p.m.