Triple

T14874050
Position Surface form Disambiguated ID Type / Status
Subject Transamerica E349820 entity
Predicate character P662 FINISHED
Object Toby Wilkins
Toby Wilkins is a character in the film "Transamerica," which follows a transgender woman's cross-country journey with her estranged son.
E1125939 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: Toby Wilkins | Statement: [Transamerica, character, Toby Wilkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toby Wilkins
Context triple: [Transamerica, character, Toby Wilkins]
  • A. Toby Sedgwick
    Toby Sedgwick is a British movement director, actor, and choreographer known for his innovative physical theatre work on major stage productions, including the National Theatre’s "Frankenstein" and the original production of "War Horse."
  • B. Toby Leigh
    Toby Leigh is a British individual best known as one of the children of acclaimed film director and screenwriter Mike Leigh.
  • C. Toby Wilkinson
    Toby Wilkinson is a British Egyptologist and historian known for his influential works on ancient Egyptian civilization and its political and cultural history.
  • D. Nick Townsend
    Nick Townsend is a central male character in the 1932 film "Blonde Venus," involved in the dramatic romantic and moral conflicts that drive the story.
  • E. Toby Irvine
    Toby Irvine is a British actor known for playing the younger version of the main character, Pip, in the 2012 film adaptation of "Great Expectations."
  • 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: Toby Wilkins
Triple: [Transamerica, character, Toby Wilkins]
Generated description
Toby Wilkins is a character in the film "Transamerica," which follows a transgender woman's cross-country journey with her estranged son.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toby Wilkins
Target entity description: Toby Wilkins is a character in the film "Transamerica," which follows a transgender woman's cross-country journey with her estranged son.
  • A. Toby Sedgwick
    Toby Sedgwick is a British movement director, actor, and choreographer known for his innovative physical theatre work on major stage productions, including the National Theatre’s "Frankenstein" and the original production of "War Horse."
  • B. Toby Leigh
    Toby Leigh is a British individual best known as one of the children of acclaimed film director and screenwriter Mike Leigh.
  • C. Toby Wilkinson
    Toby Wilkinson is a British Egyptologist and historian known for his influential works on ancient Egyptian civilization and its political and cultural history.
  • D. Nick Townsend
    Nick Townsend is a central male character in the 1932 film "Blonde Venus," involved in the dramatic romantic and moral conflicts that drive the story.
  • E. Toby Irvine
    Toby Irvine is a British actor known for playing the younger version of the main character, Pip, in the 2012 film adaptation of "Great Expectations."
  • 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_69d822ee4f408190b6ac3b2fa434f0df completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded5e3e5d48190a132f2cf012b01e2 completed April 15, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b52c12481908d0173a2a3ed854b completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6bf09424819095fa5b2e20e8d07d completed May 8, 2026, 11:04 p.m.
NED2 Entity disambiguation (via description) batch_69fe6c6ebe4881909334d772e45403f6 completed May 8, 2026, 11:06 p.m.
Created at: April 10, 2026, 1:55 a.m.