Triple

T16766177
Position Surface form Disambiguated ID Type / Status
Subject Carey Lowell E407467 entity
Predicate portrayed P1668 FINISHED
Object 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."
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 girl Pam Bouvier | Statement: [Carey Lowell, portrayed, Bond girl Pam Bouvier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bond girl Pam Bouvier
Context triple: [Carey Lowell, portrayed, Bond girl Pam Bouvier]
  • A. 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."
  • B. Danielle Cage
    Danielle Cage is a Marvel Comics character, the future daughter of superheroes Luke Cage and Jessica Jones who in some timelines becomes a powerful hero herself.
  • C. Lara Flynn Boyle
    Lara Flynn Boyle is an American actress best known for her role as Donna Hayward in the television series "Twin Peaks" and for her work in films and other TV dramas throughout the 1990s and 2000s.
  • D. Natasha Bassett
    Natasha Bassett is an Australian actress and screenwriter known for roles in film and television, including biographical and dramatic projects.
  • E. Honey Ryder
    Honey Ryder is a fictional Bond girl and shell diver who becomes James Bond’s ally and love interest in the 1962 film "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: Bond girl Pam Bouvier
Triple: [Carey Lowell, portrayed, Bond girl Pam Bouvier]
Generated description
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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bond girl Pam Bouvier
Target entity description: 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."
  • A. 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."
  • B. Danielle Cage
    Danielle Cage is a Marvel Comics character, the future daughter of superheroes Luke Cage and Jessica Jones who in some timelines becomes a powerful hero herself.
  • C. Lara Flynn Boyle
    Lara Flynn Boyle is an American actress best known for her role as Donna Hayward in the television series "Twin Peaks" and for her work in films and other TV dramas throughout the 1990s and 2000s.
  • D. Natasha Bassett
    Natasha Bassett is an Australian actress and screenwriter known for roles in film and television, including biographical and dramatic projects.
  • E. Honey Ryder
    Honey Ryder is a fictional Bond girl and shell diver who becomes James Bond’s ally and love interest in the 1962 film "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_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.