Triple

T872955
Position Surface form Disambiguated ID Type / Status
Subject Live and Let Die E18854 entity
Predicate featuresCharacter P626 FINISHED
Object Felix Leiter
Felix Leiter is a recurring CIA operative and ally of James Bond in the James Bond franchise.
E103181 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: Felix Leiter | Statement: [Live and Let Die, featuresCharacter, Felix Leiter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Felix Leiter
Context triple: [Live and Let Die, featuresCharacter, Felix Leiter]
  • A. William Parcher
    William Parcher is a mysterious, menacing government agent who appears as a figment of John Nash’s delusions in the film "A Beautiful Mind."
  • 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. 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.
  • D. James Jesus Angleton
    James Jesus Angleton was a prominent American intelligence officer best known for serving as the long-time chief of counterintelligence at the CIA during the Cold War.
  • 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: Felix Leiter
Triple: [Live and Let Die, featuresCharacter, Felix Leiter]
Generated description
Felix Leiter is a recurring CIA operative and ally of James Bond in the James Bond franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Felix Leiter
Target entity description: Felix Leiter is a recurring CIA operative and ally of James Bond in the James Bond franchise.
  • A. William Parcher
    William Parcher is a mysterious, menacing government agent who appears as a figment of John Nash’s delusions in the film "A Beautiful Mind."
  • 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. 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.
  • D. James Jesus Angleton
    James Jesus Angleton was a prominent American intelligence officer best known for serving as the long-time chief of counterintelligence at the CIA during the Cold War.
  • 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_69a4938db1f081909bcd1ad2713b6096 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac97d0f88190b67fcb7fc058e4b9 completed March 1, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b84fb2d0819084c256023bc23dc5 completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7b985298c8190b465ce0589cd2c24 completed March 4, 2026, 4:48 a.m.
NED2 Entity disambiguation (via description) batch_69a7ba44b79c8190b0ce8a430fe928e5 completed March 4, 2026, 4:51 a.m.
Created at: March 1, 2026, 7:39 p.m.