Triple
T20120686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Bond (film) |
E490596
|
entity |
| Predicate | hasRecurringElement |
P10543
|
FINISHED |
| Object |
Bond girls
Bond girls are the iconic female characters in the James Bond film series, typically serving as love interests, allies, or adversaries to the British secret agent.
|
E1231908
|
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 girls | Statement: [James Bond (film), hasRecurringElement, Bond girls]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bond girls Context triple: [James Bond (film), hasRecurringElement, Bond girls]
-
A.
Bond girl Pam Bouvier
Pam Bouvier is a tough, resourceful CIA informant and pilot who serves as James Bond’s ally and love interest in the 1989 film "Licence to Kill."
-
B.
Emma Peel
Emma Peel is a stylish, intelligent, and martial arts–skilled secret agent who became an iconic heroine of the 1960s British television series "The Avengers."
-
C.
Lorraine Broughton in Atomic Blonde
Lorraine Broughton in Atomic Blonde is a highly skilled, brutally efficient MI6 spy navigating Cold War Berlin in the stylish, action-packed thriller "Atomic Blonde."
-
D.
Jane Bond
Jane Bond is an individual known primarily through her familial connection by marriage to Alice Clopton.
-
E.
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.
- 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 girls Triple: [James Bond (film), hasRecurringElement, Bond girls]
Generated description
Bond girls are the iconic female characters in the James Bond film series, typically serving as love interests, allies, or adversaries to the British secret agent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bond girls Target entity description: Bond girls are the iconic female characters in the James Bond film series, typically serving as love interests, allies, or adversaries to the British secret agent.
-
A.
Bond girl Pam Bouvier
chosen
Pam Bouvier is a tough, resourceful CIA informant and pilot who serves as James Bond’s ally and love interest in the 1989 film "Licence to Kill."
-
B.
Emma Peel
Emma Peel is a stylish, intelligent, and martial arts–skilled secret agent who became an iconic heroine of the 1960s British television series "The Avengers."
-
C.
Lorraine Broughton in Atomic Blonde
Lorraine Broughton in Atomic Blonde is a highly skilled, brutally efficient MI6 spy navigating Cold War Berlin in the stylish, action-packed thriller "Atomic Blonde."
-
D.
Jane Bond
Jane Bond is an individual known primarily through her familial connection by marriage to Alice Clopton.
-
E.
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.
- F. None of above.
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_69da62636cc08190982cc71733a17b8d |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e6673e79dc81908fbd387c067fce79 |
completed | April 20, 2026, 5:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a082dd54c58819094d85cb8f110aece |
completed | May 16, 2026, 8:41 a.m. |
| NEDg | Description generation | batch_6a082e57f8208190a5a6272288394323 |
completed | May 16, 2026, 8:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08302457f8819091fbd2588c695f97 |
completed | May 16, 2026, 8:51 a.m. |
Created at: April 11, 2026, 11:30 p.m.