Triple

T9281317
Position Surface form Disambiguated ID Type / Status
Subject Heather Graham E223073 entity
Predicate characterPortrayed P1507 FINISHED
Object Felicity Shagwell in Austin Powers: The Spy Who Shagged Me
Felicity Shagwell is a glamorous, flirtatious American CIA agent and Austin Powers’ time-traveling love interest in the spy-comedy film "Austin Powers: The Spy Who Shagged Me."
E789920 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: Felicity Shagwell in Austin Powers: The Spy Who Shagged Me | Statement: [Heather Graham, characterPortrayed, Felicity Shagwell in Austin Powers: The Spy Who Shagged Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Felicity Shagwell in Austin Powers: The Spy Who Shagged Me
Context triple: [Heather Graham, characterPortrayed, Felicity Shagwell in Austin Powers: The Spy Who Shagged Me]
  • A. Trish in The Nice Guys
    Trish in *The Nice Guys* is a sharp, rebellious young woman entangled in the film’s 1970s Los Angeles crime conspiracy, portrayed by Margaret Qualley.
  • B. Chelsea Parker in St Trinian's
    Chelsea Parker in St Trinian's is a glamorous, fashion-obsessed schoolgirl character from the British comedy film "St Trinian's," portrayed by Tamsin Egerton.
  • C. Fiona in Four Weddings and a Funeral
    Fiona in "Four Weddings and a Funeral" is a witty, sophisticated member of the central friend group whose unrequited love for the protagonist adds emotional depth and poignancy to the romantic comedy.
  • D. Abigail Thaw
    Abigail Thaw is a British actress best known for her role as journalist Dorothea Frazil in the television series "Endeavour" and as the daughter of actors John Thaw and Sheila Hancock.
  • E. Jodi Lyn O'Keefe
    Jodi Lyn O'Keefe is an American actress and model best known for her roles in films like "She's All That" and TV series such as "Nash Bridges" and "Prison Break."
  • 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: Felicity Shagwell in Austin Powers: The Spy Who Shagged Me
Triple: [Heather Graham, characterPortrayed, Felicity Shagwell in Austin Powers: The Spy Who Shagged Me]
Generated description
Felicity Shagwell is a glamorous, flirtatious American CIA agent and Austin Powers’ time-traveling love interest in the spy-comedy film "Austin Powers: The Spy Who Shagged Me."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Felicity Shagwell in Austin Powers: The Spy Who Shagged Me
Target entity description: Felicity Shagwell is a glamorous, flirtatious American CIA agent and Austin Powers’ time-traveling love interest in the spy-comedy film "Austin Powers: The Spy Who Shagged Me."
  • A. Trish in The Nice Guys
    Trish in *The Nice Guys* is a sharp, rebellious young woman entangled in the film’s 1970s Los Angeles crime conspiracy, portrayed by Margaret Qualley.
  • B. Chelsea Parker in St Trinian's
    Chelsea Parker in St Trinian's is a glamorous, fashion-obsessed schoolgirl character from the British comedy film "St Trinian's," portrayed by Tamsin Egerton.
  • C. Fiona in Four Weddings and a Funeral
    Fiona in "Four Weddings and a Funeral" is a witty, sophisticated member of the central friend group whose unrequited love for the protagonist adds emotional depth and poignancy to the romantic comedy.
  • D. Abigail Thaw
    Abigail Thaw is a British actress best known for her role as journalist Dorothea Frazil in the television series "Endeavour" and as the daughter of actors John Thaw and Sheila Hancock.
  • E. Jodi Lyn O'Keefe
    Jodi Lyn O'Keefe is an American actress and model best known for her roles in films like "She's All That" and TV series such as "Nash Bridges" and "Prison Break."
  • 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_69ca842123588190b3f2e1a69037d141 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd081c2b048190aa6930de3bf2f87f completed April 1, 2026, 11:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0b209a5b48190a7e6d983bcda5363 completed April 4, 2026, 6:39 a.m.
NEDg Description generation batch_69d0b3548dd881908adadf4a728cec50 completed April 4, 2026, 6:44 a.m.
NED2 Entity disambiguation (via description) batch_69d0b4083da88190ab996ee53bf5ff16 completed April 4, 2026, 6:47 a.m.
Created at: March 30, 2026, 7:34 p.m.