Triple

T4517462
Position Surface form Disambiguated ID Type / Status
Subject Mr. Big – Dr. Kananga E103185 entity
Predicate basedOn P98 FINISHED
Object Mr. Big from Ian Fleming novel Live and Let Die
Mr. Big is a ruthless Harlem crime boss and occult-tinged SMERSH agent who serves as the primary antagonist in Ian Fleming’s James Bond novel "Live and Let Die."
E449108 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: Mr. Big from Ian Fleming novel Live and Let Die | Statement: [Mr. Big – Dr. Kananga, basedOn, Mr. Big from Ian Fleming novel Live and Let Die]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mr. Big from Ian Fleming novel Live and Let Die
Context triple: [Mr. Big – Dr. Kananga, basedOn, Mr. Big from Ian Fleming novel Live and Let Die]
  • A. 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.
  • B. 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.
  • C. Francis Bond Head
    Francis Bond Head was a 19th-century British colonial administrator best known for his controversial role in governing Upper Canada during the period leading up to the Rebellions of 1837.
  • 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. Danger Man
    Danger Man is a 1960s British espionage television series starring Patrick McGoohan as secret agent John Drake.
  • 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: Mr. Big from Ian Fleming novel Live and Let Die
Triple: [Mr. Big – Dr. Kananga, basedOn, Mr. Big from Ian Fleming novel Live and Let Die]
Generated description
Mr. Big is a ruthless Harlem crime boss and occult-tinged SMERSH agent who serves as the primary antagonist in Ian Fleming’s James Bond novel "Live and Let Die."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mr. Big from Ian Fleming novel Live and Let Die
Target entity description: Mr. Big is a ruthless Harlem crime boss and occult-tinged SMERSH agent who serves as the primary antagonist in Ian Fleming’s James Bond novel "Live and Let Die."
  • A. 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.
  • B. 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.
  • C. Francis Bond Head
    Francis Bond Head was a 19th-century British colonial administrator best known for his controversial role in governing Upper Canada during the period leading up to the Rebellions of 1837.
  • 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. Danger Man
    Danger Man is a 1960s British espionage television series starring Patrick McGoohan as secret agent John Drake.
  • 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_69bd43dba59881908cf59b31df8c7ae1 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd572933408190b67c4ef6a7babe75 completed March 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd7f93a6808190bc1290232998184c completed March 20, 2026, 5:10 p.m.
NEDg Description generation batch_69bd9df55108819095f727f112cb41cf completed March 20, 2026, 7:20 p.m.
NED2 Entity disambiguation (via description) batch_69bd9eab6c60819088407768561d3715 completed March 20, 2026, 7:23 p.m.
Created at: March 20, 2026, 1:02 p.m.