Triple

T20121620
Position Surface form Disambiguated ID Type / Status
Subject Izabella Scorupco E490621 entity
Predicate notableRole P22 FINISHED
Object Bond girl Natalya Simonova in GoldenEye
Bond girl Natalya Simonova in GoldenEye is a Russian computer programmer and resourceful ally to James Bond who helps thwart a satellite-based weapon in the 1995 film GoldenEye.
E1413304 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 Natalya Simonova in GoldenEye | Statement: [Izabella Scorupco, notableRole, Bond girl Natalya Simonova in GoldenEye]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bond girl Natalya Simonova in GoldenEye
Context triple: [Izabella Scorupco, notableRole, Bond girl Natalya Simonova in GoldenEye]
  • 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. Alec Trevelyan in GoldenEye
    Alec Trevelyan in GoldenEye is the primary antagonist of the 1995 James Bond film, a former MI6 agent turned vengeful mastermind who leads the Janus crime syndicate against 007.
  • C. 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.
  • D. 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."
  • E. film GoldenEye
    GoldenEye is a 1995 James Bond spy film starring Pierce Brosnan in his debut as 007, known for revitalizing the franchise with its modern Cold War–aftershock plot and iconic action sequences.
  • 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 Natalya Simonova in GoldenEye
Triple: [Izabella Scorupco, notableRole, Bond girl Natalya Simonova in GoldenEye]
Generated description
Bond girl Natalya Simonova in GoldenEye is a Russian computer programmer and resourceful ally to James Bond who helps thwart a satellite-based weapon in the 1995 film GoldenEye.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bond girl Natalya Simonova in GoldenEye
Target entity description: Bond girl Natalya Simonova in GoldenEye is a Russian computer programmer and resourceful ally to James Bond who helps thwart a satellite-based weapon in the 1995 film GoldenEye.
  • 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. Alec Trevelyan in GoldenEye
    Alec Trevelyan in GoldenEye is the primary antagonist of the 1995 James Bond film, a former MI6 agent turned vengeful mastermind who leads the Janus crime syndicate against 007.
  • C. 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.
  • D. 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."
  • E. film GoldenEye
    GoldenEye is a 1995 James Bond spy film starring Pierce Brosnan in his debut as 007, known for revitalizing the franchise with its modern Cold War–aftershock plot and iconic action sequences.
  • 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_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.