Triple
T5394053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mary Goodnight |
E120604
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
Mary Goodnight (Ian Fleming novels)
Mary Goodnight (Ian Fleming novels) is a recurring character in Ian Fleming’s James Bond series, serving as Bond’s loyal but often comically flustered secretary and occasional romantic interest.
|
E517317
|
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: Mary Goodnight (Ian Fleming novels) | Statement: [Mary Goodnight, basedOn, Mary Goodnight (Ian Fleming novels)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mary Goodnight (Ian Fleming novels) Context triple: [Mary Goodnight, basedOn, Mary Goodnight (Ian Fleming novels)]
-
A.
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.
-
B.
Katherine Winter
Katherine Winter is a former Christian missionary turned skeptical scientist who investigates and confronts seemingly supernatural plagues in the film "The Reaping."
-
C.
Dilly Knox
Dilly Knox was a British classics scholar and cryptanalyst renowned for his codebreaking work in both World Wars, particularly at Bletchley Park against German ciphers.
-
D.
Vesper Lynd
Vesper Lynd is a pivotal James Bond character, best known as the complex and tragic love interest in "Casino Royale" whose actions profoundly shape Bond’s emotional life and future.
-
E.
Quarrel (Ian Fleming novels)
Quarrel (Ian Fleming novels) is a fictional Caymanian fisherman and loyal ally of James Bond who appears in Ian Fleming’s novels, notably assisting Bond in "Live and Let Die" and "Dr. No."
- 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: Mary Goodnight (Ian Fleming novels) Triple: [Mary Goodnight, basedOn, Mary Goodnight (Ian Fleming novels)]
Generated description
Mary Goodnight (Ian Fleming novels) is a recurring character in Ian Fleming’s James Bond series, serving as Bond’s loyal but often comically flustered secretary and occasional romantic interest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mary Goodnight (Ian Fleming novels) Target entity description: Mary Goodnight (Ian Fleming novels) is a recurring character in Ian Fleming’s James Bond series, serving as Bond’s loyal but often comically flustered secretary and occasional romantic interest.
-
A.
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.
-
B.
Katherine Winter
Katherine Winter is a former Christian missionary turned skeptical scientist who investigates and confronts seemingly supernatural plagues in the film "The Reaping."
-
C.
Dilly Knox
Dilly Knox was a British classics scholar and cryptanalyst renowned for his codebreaking work in both World Wars, particularly at Bletchley Park against German ciphers.
-
D.
Vesper Lynd
Vesper Lynd is a pivotal James Bond character, best known as the complex and tragic love interest in "Casino Royale" whose actions profoundly shape Bond’s emotional life and future.
-
E.
Quarrel (Ian Fleming novels)
Quarrel (Ian Fleming novels) is a fictional Caymanian fisherman and loyal ally of James Bond who appears in Ian Fleming’s novels, notably assisting Bond in "Live and Let Die" and "Dr. No."
- 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_69bd4637b92c8190b815b6443ae4b323 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd87441a208190b79561614759894b |
completed | March 20, 2026, 5:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf336d43a081909ab05d237c297c7b |
completed | March 22, 2026, 12:10 a.m. |
| NEDg | Description generation | batch_69bf33e3b9ac819091cb000a98a505cd |
completed | March 22, 2026, 12:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf349a746481909a8ba2a854e29449 |
completed | March 22, 2026, 12:15 a.m. |
Created at: March 20, 2026, 2:04 p.m.