Triple

T19863079
Position Surface form Disambiguated ID Type / Status
Subject Jack Spang E477318 entity
Predicate appearsIn P795 FINISHED
Object James Bond novel "Diamonds Are Forever"
James Bond novel "Diamonds Are Forever" is Ian Fleming’s fourth 007 adventure, in which Bond infiltrates a diamond-smuggling ring stretching from Africa to the United States.
 E1399029 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 "Diamonds Are Forever" | Statement: [Jack Spang, appearsIn, James Bond novel "Diamonds Are Forever"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Bond novel "Diamonds Are Forever"
Context triple: [Jack Spang, appearsIn, James Bond novel "Diamonds Are Forever"]
  • 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 "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.
  • C. James Bond novel "You Only Live Twice"
    "You Only Live Twice" is a 1964 James Bond spy novel by Ian Fleming in which 007 travels to Japan on a perilous mission that tests his identity, resilience, and loyalty in the aftermath of personal tragedy.
  • D. 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.
  • E. James Bond novel "From a View to a Kill"
    "From a View to a Kill" is an Ian Fleming James Bond short story featuring 007 on a mission in France involving espionage, assassination, and Cold War intrigue.
  • 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 "Diamonds Are Forever"
Triple: [Jack Spang, appearsIn, James Bond novel "Diamonds Are Forever"]
Generated description
James Bond novel "Diamonds Are Forever" is Ian Fleming’s fourth 007 adventure, in which Bond infiltrates a diamond-smuggling ring stretching from Africa to the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Bond novel "Diamonds Are Forever"
Target entity description: James Bond novel "Diamonds Are Forever" is Ian Fleming’s fourth 007 adventure, in which Bond infiltrates a diamond-smuggling ring stretching from Africa to the United States.
  • 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 "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.
  • C. James Bond novel "You Only Live Twice"
    "You Only Live Twice" is a 1964 James Bond spy novel by Ian Fleming in which 007 travels to Japan on a perilous mission that tests his identity, resilience, and loyalty in the aftermath of personal tragedy.
  • D. 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.
  • E. James Bond novel "From a View to a Kill"
    "From a View to a Kill" is an Ian Fleming James Bond short story featuring 007 on a mission in France involving espionage, assassination, and Cold War intrigue.
  • 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_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6589c4c0081908cd51ff75441e7ac completed April 20, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07d44b9c948190a5d42d7e39fa60aa completed May 16, 2026, 2:19 a.m.
NEDg Description generation batch_6a07d7a80f588190a61ff318a4800e10 completed May 16, 2026, 2:34 a.m.
NED2 Entity disambiguation (via description) batch_6a07d89ae8308190a8bc35e303976fea completed May 16, 2026, 2:38 a.m.
Created at: April 10, 2026, 1:51 p.m.