Triple

T16766153
Position Surface form Disambiguated ID Type / Status
Subject Carey Lowell E407467 entity
Predicate role P268 FINISHED
Object Pam Bouvier in Licence to Kill
Pam Bouvier in Licence to Kill is a tough, resourceful CIA informant and pilot who becomes James Bond’s key ally and love interest in the 1989 film.
 E1231903 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: Pam Bouvier in Licence to Kill | Statement: [Carey Lowell, role, Pam Bouvier in Licence to Kill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pam Bouvier in Licence to Kill
Context triple: [Carey Lowell, role, Pam Bouvier in Licence to Kill]
  • A. Hilary Bray (On Her Majesty's Secret Service)
    Hilary Bray is a fictional genealogist at the London College of Arms in the James Bond film "On Her Majesty's Secret Service," whose identity Bond temporarily assumes during his mission.
  • B. 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."
  • C. Sally Ryan in Clear and Present Danger
    Sally Ryan in *Clear and Present Danger* is the young daughter of CIA analyst Jack Ryan, whose presence underscores the personal stakes and family dimension within the political thriller’s narrative.
  • D. Clair Dowar in Skyfall
    Clair Dowar in Skyfall is a British government minister and political adversary of M who challenges MI6’s relevance and accountability in the 2012 James Bond film.
  • E. Delphine Lasalle in Atomic Blonde
    Delphine Lasalle in *Atomic Blonde* is a young French intelligence agent and Lorraine Broughton’s enigmatic ally and lover, whose vulnerability and inexperience contrast sharply with the film’s brutal espionage world.
  • 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: Pam Bouvier in Licence to Kill
Triple: [Carey Lowell, role, Pam Bouvier in Licence to Kill]
Generated description
Pam Bouvier in Licence to Kill is a tough, resourceful CIA informant and pilot who becomes James Bond’s key ally and love interest in the 1989 film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pam Bouvier in Licence to Kill
Target entity description: Pam Bouvier in Licence to Kill is a tough, resourceful CIA informant and pilot who becomes James Bond’s key ally and love interest in the 1989 film.
  • A. Hilary Bray (On Her Majesty's Secret Service)
    Hilary Bray is a fictional genealogist at the London College of Arms in the James Bond film "On Her Majesty's Secret Service," whose identity Bond temporarily assumes during his mission.
  • B. 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."
  • C. Sally Ryan in Clear and Present Danger
    Sally Ryan in *Clear and Present Danger* is the young daughter of CIA analyst Jack Ryan, whose presence underscores the personal stakes and family dimension within the political thriller’s narrative.
  • D. Clair Dowar in Skyfall
    Clair Dowar in Skyfall is a British government minister and political adversary of M who challenges MI6’s relevance and accountability in the 2012 James Bond film.
  • E. Delphine Lasalle in Atomic Blonde
    Delphine Lasalle in *Atomic Blonde* is a young French intelligence agent and Lorraine Broughton’s enigmatic ally and lover, whose vulnerability and inexperience contrast sharply with the film’s brutal espionage world.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b0330d6081908ce99f14c70b90f2 completed April 18, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a531ea7c81908630f16f6c685d49 completed May 10, 2026, 3:33 p.m.
NEDg Description generation batch_6a00a5b3ce848190a73f06d9708bfc85 completed May 10, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00a6734d008190bb0a5aa28826e73a completed May 10, 2026, 3:38 p.m.
Created at: April 10, 2026, 5:21 a.m.