Triple

T991879
Position Surface form Disambiguated ID Type / Status
Subject Thunderball E21408 entity
Predicate character P662 FINISHED
Object Q (James Bond)
Q is the fictional head of Q Branch in the James Bond series, known for equipping 007 with advanced gadgets and technology.
 E155528 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: Q (James Bond) | Statement: [Thunderball, character, Q (James Bond)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Q (James Bond)
Context triple: [Thunderball, character, Q (James Bond)]
  • 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. James Bond universe
    The James Bond universe is the fictional world encompassing the espionage adventures, characters, and settings surrounding British secret agent 007 across novels and films.
  • 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. 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.
  • 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: Q (James Bond)
Triple: [Thunderball, character, Q (James Bond)]
Generated description
Q is the fictional head of Q Branch in the James Bond series, known for equipping 007 with advanced gadgets and technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Q (James Bond)
Target entity description: Q is the fictional head of Q Branch in the James Bond series, known for equipping 007 with advanced gadgets and technology.
  • 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. James Bond universe
    The James Bond universe is the fictional world encompassing the espionage adventures, characters, and settings surrounding British secret agent 007 across novels and films.
  • 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. 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.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4c25e5081909ff1ada6b8bf617a completed March 1, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce53fd1c81909b3715231ad09b91 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accef1f294819093f463001ae8796b completed March 8, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69accf59a4e48190bfe11b97c4d33913 completed March 8, 2026, 1:22 a.m.
Created at: March 1, 2026, 7:41 p.m.