Triple

T5055570
Position Surface form Disambiguated ID Type / Status
Subject Ian Fleming Villa E113892 entity
Predicate hasConnectionToWork P60906 FINISHED
Object James Bond novel "The Man with the Golden Gun"
"The Man with the Golden Gun" is a posthumously published James Bond novel by Ian Fleming in which 007 faces the deadly assassin Francisco Scaramanga in the Caribbean.
 E499520 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: James Bond novel "The Man with the Golden Gun" | Statement: [Ian Fleming Villa, hasConnectionToWork, James Bond novel "The Man with the Golden Gun"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Bond novel "The Man with the Golden Gun"
Context triple: [Ian Fleming Villa, hasConnectionToWork, James Bond novel "The Man with the Golden Gun"]
  • A. James Bond novel "Goldfinger"
    The James Bond novel "Goldfinger" is Ian Fleming’s 1959 spy thriller in which Agent 007 investigates gold magnate Auric Goldfinger’s plot involving gold smuggling and a daring attack on Fort Knox.
  • B. James Bond novel "Live and Let Die"
    "Live and Let Die" is Ian Fleming’s second James Bond novel, in which 007 investigates a Harlem crime boss linked to Soviet gold-smuggling and voodoo in the Caribbean.
  • C. James Bond novel "Thunderball"
    "Thunderball" is a James Bond spy novel by Ian Fleming, featuring 007’s battle against the criminal organization SPECTRE over a stolen nuclear warhead.
  • D. James Bond novel "From Russia, with Love"
    "From Russia, with Love" is a 1957 James Bond spy novel by Ian Fleming, widely regarded as one of the finest entries in the series and notable for its Cold War intrigue and introduction of key recurring villains.
  • E. James Bond novel "Moonraker"
    "Moonraker" is a James Bond novel by Ian Fleming in which 007 investigates industrialist Hugo Drax and his top-secret rocket project threatening London.
  • 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: James Bond novel "The Man with the Golden Gun"
Triple: [Ian Fleming Villa, hasConnectionToWork, James Bond novel "The Man with the Golden Gun"]
Generated description
"The Man with the Golden Gun" is a posthumously published James Bond novel by Ian Fleming in which 007 faces the deadly assassin Francisco Scaramanga in the Caribbean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Bond novel "The Man with the Golden Gun"
Target entity description: "The Man with the Golden Gun" is a posthumously published James Bond novel by Ian Fleming in which 007 faces the deadly assassin Francisco Scaramanga in the Caribbean.
  • A. James Bond novel "Goldfinger"
    The James Bond novel "Goldfinger" is Ian Fleming’s 1959 spy thriller in which Agent 007 investigates gold magnate Auric Goldfinger’s plot involving gold smuggling and a daring attack on Fort Knox.
  • B. James Bond novel "Live and Let Die"
    "Live and Let Die" is Ian Fleming’s second James Bond novel, in which 007 investigates a Harlem crime boss linked to Soviet gold-smuggling and voodoo in the Caribbean.
  • C. James Bond novel "Thunderball"
    "Thunderball" is a James Bond spy novel by Ian Fleming, featuring 007’s battle against the criminal organization SPECTRE over a stolen nuclear warhead.
  • D. James Bond novel "From Russia, with Love"
    "From Russia, with Love" is a 1957 James Bond spy novel by Ian Fleming, widely regarded as one of the finest entries in the series and notable for its Cold War intrigue and introduction of key recurring villains.
  • E. James Bond novel "Moonraker"
    "Moonraker" is a James Bond novel by Ian Fleming in which 007 investigates industrialist Hugo Drax and his top-secret rocket project threatening London.
  • 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_69bd443aa1f88190abb992d138f2cf42 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd77cb8d2c8190a0f7c574a177091a completed March 20, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed90ef06c819098bbaea8336fffa4 completed March 21, 2026, 5:44 p.m.
NEDg Description generation batch_69bedaa04dc481908caed60c12d94f6c completed March 21, 2026, 5:51 p.m.
NED2 Entity disambiguation (via description) batch_69bedb0f32e88190842289a9d44d5b8a completed March 21, 2026, 5:53 p.m.
Created at: March 20, 2026, 1:38 p.m.