Triple

T1009653
Position Surface form Disambiguated ID Type / Status
Subject Robert Shaw E21792 entity
Predicate role P268 FINISHED
Object Donald Grant in From Russia with Love
Donald Grant in "From Russia with Love" is the cold, ruthless SPECTRE assassin who serves as James Bond’s primary adversary in the film.
 E122431 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: Donald Grant in From Russia with Love | Statement: [Robert Shaw, role, Donald Grant in From Russia with Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Donald Grant in From Russia with Love
Context triple: [Robert Shaw, role, Donald Grant in From Russia with Love]
  • A. James Bond
    James Bond is a fictional British secret agent, code-named 007, known for his espionage missions, suave demeanor, and presence in a long-running series of novels and films.
  • B. Le Chiffre
    Le Chiffre is a notorious villain in the James Bond universe, best known as the primary antagonist and high-stakes gambler in Ian Fleming’s novel and its film adaptations.
  • C. Felix Leiter
    Felix Leiter is a recurring CIA operative and ally of James Bond in the James Bond franchise.
  • D. Auric Goldfinger
    Auric Goldfinger is a fictional wealthy and obsessive gold smuggler who serves as the main antagonist in Ian Fleming’s James Bond novel and its film adaptation "Goldfinger."
  • E. George Smiley
    George Smiley is a quiet, brilliant British intelligence officer in John le Carré’s spy novels, known for his understated demeanor, moral complexity, and skill at uncovering traitors within the secret service.
  • 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: Donald Grant in From Russia with Love
Triple: [Robert Shaw, role, Donald Grant in From Russia with Love]
Generated description
Donald Grant in "From Russia with Love" is the cold, ruthless SPECTRE assassin who serves as James Bond’s primary adversary in the film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Donald Grant in From Russia with Love
Target entity description: Donald Grant in "From Russia with Love" is the cold, ruthless SPECTRE assassin who serves as James Bond’s primary adversary in the film.
  • A. James Bond
    James Bond is a fictional British secret agent, code-named 007, known for his espionage missions, suave demeanor, and presence in a long-running series of novels and films.
  • B. Le Chiffre
    Le Chiffre is a notorious villain in the James Bond universe, best known as the primary antagonist and high-stakes gambler in Ian Fleming’s novel and its film adaptations.
  • C. Felix Leiter
    Felix Leiter is a recurring CIA operative and ally of James Bond in the James Bond franchise.
  • D. Auric Goldfinger
    Auric Goldfinger is a fictional wealthy and obsessive gold smuggler who serves as the main antagonist in Ian Fleming’s James Bond novel and its film adaptation "Goldfinger."
  • E. George Smiley
    George Smiley is a quiet, brilliant British intelligence officer in John le Carré’s spy novels, known for his understated demeanor, moral complexity, and skill at uncovering traitors within the secret service.
  • 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7a3cb608190a2de34a09cd55146 completed March 1, 2026, 10:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3ba9406c81909a13375fea05ee99 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c0491788190b6a1f6d80c4b26ce completed March 7, 2026, 2:53 p.m.
NED2 Entity disambiguation (via description) batch_69ac3cbb30d081909759df25c21eb275 completed March 7, 2026, 2:56 p.m.
Created at: March 1, 2026, 7:41 p.m.