Madeleine Swann
E250908
Madeleine Swann is a French psychologist and the primary Bond girl and love interest of James Bond in the Daniel Craig-era films "Spectre" and "No Time to Die."
All labels observed (2)
| Label | Occurrences |
|---|---|
| Madeleine Swann canonical | 4 |
| Madeline Swann | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T2273736 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madeleine Swann Context triple: [Spectre, character, Madeleine Swann]
-
A.
Helena Swanwick
Helena Swanwick was a British feminist, journalist, and prominent pacifist campaigner active in the early 20th century peace and suffrage movements.
-
B.
Bella Swan
Bella Swan is the human-turned-vampire protagonist of Stephenie Meyer’s Twilight Saga, known for her intense romance with Edward Cullen and central role in the series’ supernatural conflicts.
-
C.
Renesmee Cullen
Renesmee Cullen is the half-human, half-vampire daughter of Bella Swan and Edward Cullen in the Twilight Saga, whose rapid growth and unique abilities make her central to the series’ final conflict.
-
D.
Michonne
Michonne is a katana-wielding survivor and one of the most iconic, resilient leaders in the post-apocalyptic horror franchise The Walking Dead.
-
E.
Evangeline Bellefontaine
Evangeline Bellefontaine is a fictional protagonist, likely from a narrative centered on her personal journey, relationships, and transformative experiences.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madeleine Swann Target entity description: Madeleine Swann is a French psychologist and the primary Bond girl and love interest of James Bond in the Daniel Craig-era films "Spectre" and "No Time to Die."
-
A.
Helena Swanwick
Helena Swanwick was a British feminist, journalist, and prominent pacifist campaigner active in the early 20th century peace and suffrage movements.
-
B.
Bella Swan
Bella Swan is the human-turned-vampire protagonist of Stephenie Meyer’s Twilight Saga, known for her intense romance with Edward Cullen and central role in the series’ supernatural conflicts.
-
C.
Renesmee Cullen
Renesmee Cullen is the half-human, half-vampire daughter of Bella Swan and Edward Cullen in the Twilight Saga, whose rapid growth and unique abilities make her central to the series’ final conflict.
-
D.
Michonne
Michonne is a katana-wielding survivor and one of the most iconic, resilient leaders in the post-apocalyptic horror franchise The Walking Dead.
-
E.
Evangeline Bellefontaine
Evangeline Bellefontaine is a fictional protagonist, likely from a narrative centered on her personal journey, relationships, and transformative experiences.
- F. None of above. chosen
Statements (29)
| Predicate | Object |
|---|---|
| instanceOf |
James Bond character
ⓘ
fictional character ⓘ |
| appearsIn |
No Time to Die
ⓘ
Spectre ⓘ |
| associatedWithOrganization | Spectre ⓘ |
| childhoodTrauma | attack by assassin at family home ⓘ |
| creator |
James Bond novels by Ian Fleming
ⓘ
surface form:
Ian Fleming franchise
|
| era | Daniel Craig era ⓘ |
| familyName | Swann ⓘ |
| father |
Mr. White (in the 2006 film)
ⓘ
surface form:
Mr. White
|
| featuredInFilm | No Time to Die ⓘ |
| fictionalUniverse |
James Bond (film)
ⓘ
surface form:
James Bond film series
|
| firstAppearance | Spectre ⓘ |
| gender | female ⓘ |
| givenName | Madeleine ⓘ |
| hasTitle | Dr. ⓘ |
| introducedInFilm | Spectre ⓘ |
| languageSpoken |
English
ⓘ
French ⓘ |
| loveInterestOf | James Bond ⓘ |
| nationality | French ⓘ |
| occupation |
psychiatrist
ⓘ
psychologist ⓘ |
| parentOf | Mathilde ⓘ |
| portrayedBy |
Lea Seydoux
ⓘ
surface form:
Léa Seydoux
|
| positionInSeries | primary Bond girl ⓘ |
| residence | France ⓘ |
| romanticPartner | James Bond ⓘ |
| worksAs | therapist ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Madeleine Swann Description of subject: Madeleine Swann is a French psychologist and the primary Bond girl and love interest of James Bond in the Daniel Craig-era films "Spectre" and "No Time to Die."
Referenced by (5)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Léa Seydoux
this entity surface form:
Madeline Swann