Triple

T21116955
Position Surface form Disambiguated ID Type / Status
Subject Driving Lessons E520323 entity
Predicate characterPortrayedBy P1507 FINISHED
Object Evie Walton – Julie Walters
Evie Walton, portrayed by Julie Walters in the film "Driving Lessons," is an eccentric, sharp-tongued retired actress who profoundly influences a shy teenager’s journey toward independence and self-discovery.
 E1468092 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: Evie Walton – Julie Walters | Statement: [Driving Lessons, characterPortrayedBy, Evie Walton – Julie Walters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Evie Walton – Julie Walters
Context triple: [Driving Lessons, characterPortrayedBy, Evie Walton – Julie Walters]
  • A. Evie Forster
    Evie Forster is known as the wife of American actor Robert Forster.
  • B. Evie Wilcox
    Evie Wilcox is a character in E.M. Forster's novel "Howards End," known as the socially conventional and somewhat snobbish daughter of businessman Henry Wilcox.
  • C. Evie Louise Thompson
    Evie Louise Thompson is an actress known for her role in the film "Treachery."
  • D. Evie Nagy
    Evie Nagy is a music producer known for her work on television soundtracks, including the third season of HBO’s Game of Thrones.
  • E. Evie Rommely
    Evie Rommely is a character in Betty Smith’s novel "A Tree Grows in Brooklyn," one of the Rommely sisters in Francie Nolan’s extended family.
  • 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: Evie Walton – Julie Walters
Triple: [Driving Lessons, characterPortrayedBy, Evie Walton – Julie Walters]
Generated description
Evie Walton, portrayed by Julie Walters in the film "Driving Lessons," is an eccentric, sharp-tongued retired actress who profoundly influences a shy teenager’s journey toward independence and self-discovery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Evie Walton – Julie Walters
Target entity description: Evie Walton, portrayed by Julie Walters in the film "Driving Lessons," is an eccentric, sharp-tongued retired actress who profoundly influences a shy teenager’s journey toward independence and self-discovery.
  • A. Evie Forster
    Evie Forster is known as the wife of American actor Robert Forster.
  • B. Evie Wilcox
    Evie Wilcox is a character in E.M. Forster's novel "Howards End," known as the socially conventional and somewhat snobbish daughter of businessman Henry Wilcox.
  • C. Evie Louise Thompson
    Evie Louise Thompson is an actress known for her role in the film "Treachery."
  • D. Evie Nagy
    Evie Nagy is a music producer known for her work on television soundtracks, including the third season of HBO’s Game of Thrones.
  • E. Evie Rommely
    Evie Rommely is a character in Betty Smith’s novel "A Tree Grows in Brooklyn," one of the Rommely sisters in Francie Nolan’s extended family.
  • 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_69e0b50a623881909c0bbaf4f2c055e7 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e72106a3b48190a0efa51a74ae21f0 completed April 21, 2026, 7:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0965e5b04c8190addaa49cb9f6ad06 completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a0969cd36b081909e24ab92c0b2ab0a completed May 17, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_6a096b373290819082f45e68772a81e4 completed May 17, 2026, 7:16 a.m.
Created at: April 16, 2026, 2:55 p.m.