Triple

T17890843
Position Surface form Disambiguated ID Type / Status
Subject Quantum E447310 entity
Predicate employs P7 FINISHED
Object Yusef Kabira (James Bond film character)
Yusef Kabira is a deceptive Quantum operative in the James Bond film series who seduces and betrays women connected to powerful targets as part of the organization’s schemes.
E1293997 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: Yusef Kabira (James Bond film character) | Statement: [Quantum, employs, Yusef Kabira (James Bond film character)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yusef Kabira (James Bond film character)
Context triple: [Quantum, employs, Yusef Kabira (James Bond film character)]
  • A. Jaws (James Bond character)
    Jaws is a towering, steel-toothed henchman and iconic villain-turned-antihero from the James Bond film series.
  • B. Alec Leamas
    Alec Leamas is a jaded British intelligence officer whose morally complex mission at the height of the Cold War drives the plot of John le Carré’s novel "The Spy Who Came in from the Cold."
  • C. Ernst Stavro Blofeld
    Ernst Stavro Blofeld is a fictional criminal mastermind and leader of the global terrorist organization SPECTRE, serving as one of James Bond’s most iconic arch-villains.
  • D. Jimmy Bond
    Jimmy Bond is an American jazz double bassist known for his session work in the 1950s and 1960s with prominent artists such as Chet Baker and Nina Simone.
  • E. 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.
  • 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: Yusef Kabira (James Bond film character)
Triple: [Quantum, employs, Yusef Kabira (James Bond film character)]
Generated description
Yusef Kabira is a deceptive Quantum operative in the James Bond film series who seduces and betrays women connected to powerful targets as part of the organization’s schemes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yusef Kabira (James Bond film character)
Target entity description: Yusef Kabira is a deceptive Quantum operative in the James Bond film series who seduces and betrays women connected to powerful targets as part of the organization’s schemes.
  • A. Jaws (James Bond character)
    Jaws is a towering, steel-toothed henchman and iconic villain-turned-antihero from the James Bond film series.
  • B. Alec Leamas
    Alec Leamas is a jaded British intelligence officer whose morally complex mission at the height of the Cold War drives the plot of John le Carré’s novel "The Spy Who Came in from the Cold."
  • C. Ernst Stavro Blofeld
    Ernst Stavro Blofeld is a fictional criminal mastermind and leader of the global terrorist organization SPECTRE, serving as one of James Bond’s most iconic arch-villains.
  • D. Jimmy Bond
    Jimmy Bond is an American jazz double bassist known for his session work in the 1950s and 1960s with prominent artists such as Chet Baker and Nina Simone.
  • E. 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.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49d7948888190b59ddc7061d13e84 completed April 19, 2026, 9:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313e10c40819089cb912a020b32de completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a031528abac8190b5257eff1647b6b3 completed May 12, 2026, 11:55 a.m.
NED2 Entity disambiguation (via description) batch_6a03164881ec8190a783b095f3cf47b3 completed May 12, 2026, noon
Created at: April 10, 2026, 10:18 a.m.