Triple
T2273736
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spectre |
E50720
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Madeleine Swann
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."
|
E250908
|
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: Madeleine Swann | Statement: [Spectre, character, Madeleine Swann]
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.
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: Madeleine Swann Triple: [Spectre, character, Madeleine Swann]
Generated 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."
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
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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1ea6cc88190982527774223127f |
completed | March 7, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71ddc66c81909525394a8b2bb4e0 |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae75ba1a988190ba59d3ce5e5c39a8 |
completed | March 9, 2026, 7:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae76246f6c81909a15262d2c4ea975 |
completed | March 9, 2026, 7:26 a.m. |
Created at: March 4, 2026, 7:48 p.m.