Triple
T4502369
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vesper Lynd |
E101250
|
entity |
| Predicate | roleInStory |
P11527
|
FINISHED |
| Object |
Bond’s primary love interest in Casino Royale
Vesper Lynd is a complex and enigmatic British Treasury agent whose relationship with James Bond in Casino Royale profoundly shapes his emotional development and future mistrust of romantic attachments.
|
E447308
|
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: Bond’s primary love interest in Casino Royale | Statement: [Vesper Lynd, roleInStory, Bond’s primary love interest in Casino Royale]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bond’s primary love interest in Casino Royale Context triple: [Vesper Lynd, roleInStory, Bond’s primary love interest in Casino Royale]
-
A.
Donald Grant in From Russia with Love
Donald Grant in "From Russia with Love" is the cold, ruthless SPECTRE assassin who serves as James Bond’s primary adversary in the film.
-
B.
James Bond
James Bond is a fictional British secret agent, code-named 007, known for his espionage missions, suave demeanor, and presence in a long-running series of novels and films.
-
C.
Miss Moneypenny
Miss Moneypenny is the loyal and witty secretary to M in the James Bond series, known for her playful, unfulfilled romantic tension with 007.
-
D.
James Bond (brother)
James Bond (brother) is the sibling of American civil rights leader and politician Julian Bond.
-
E.
Casino Royale (2006 film)
Casino Royale is a 2006 James Bond spy film that rebooted the franchise with Daniel Craig’s debut as 007 in a gritty, character-driven adaptation of Ian Fleming’s first Bond novel.
- 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: Bond’s primary love interest in Casino Royale Triple: [Vesper Lynd, roleInStory, Bond’s primary love interest in Casino Royale]
Generated description
Vesper Lynd is a complex and enigmatic British Treasury agent whose relationship with James Bond in Casino Royale profoundly shapes his emotional development and future mistrust of romantic attachments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bond’s primary love interest in Casino Royale Target entity description: Vesper Lynd is a complex and enigmatic British Treasury agent whose relationship with James Bond in Casino Royale profoundly shapes his emotional development and future mistrust of romantic attachments.
-
A.
Donald Grant in From Russia with Love
Donald Grant in "From Russia with Love" is the cold, ruthless SPECTRE assassin who serves as James Bond’s primary adversary in the film.
-
B.
James Bond
James Bond is a fictional British secret agent, code-named 007, known for his espionage missions, suave demeanor, and presence in a long-running series of novels and films.
-
C.
Miss Moneypenny
Miss Moneypenny is the loyal and witty secretary to M in the James Bond series, known for her playful, unfulfilled romantic tension with 007.
-
D.
James Bond (brother)
James Bond (brother) is the sibling of American civil rights leader and politician Julian Bond.
-
E.
Casino Royale (2006 film)
Casino Royale is a 2006 James Bond spy film that rebooted the franchise with Daniel Craig’s debut as 007 in a gritty, character-driven adaptation of Ian Fleming’s first Bond novel.
- 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_69bd43d175248190894dc58b5b395c26 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd56fb2bec8190b74b6a49d9475514 |
completed | March 20, 2026, 2:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd6f90d6a4819085d911de5443f111 |
completed | March 20, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69bd71b00a2481909309765b6cc2e73d |
completed | March 20, 2026, 4:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd727abda08190bdc1d6ea015f3e46 |
completed | March 20, 2026, 4:14 p.m. |
Created at: March 20, 2026, 1 p.m.