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.