Triple

T5370432
Position Surface form Disambiguated ID Type / Status
Subject Peter Hunt E108833 entity
Predicate basedOn P98 FINISHED
Object James Bond novels by Ian Fleming
The James Bond novels by Ian Fleming are a series of mid-20th-century British spy thrillers featuring the suave MI6 agent 007, which became the foundation for the long-running James Bond film franchise.
 E515743 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 novels by Ian Fleming | Statement: [Peter Hunt, basedOn, James Bond novels by Ian Fleming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Bond novels by Ian Fleming
Context triple: [Peter Hunt, basedOn, James Bond novels by Ian Fleming]
  • A. James Bond novel "On Her Majesty's Secret Service"
    "On Her Majesty's Secret Service" is a James Bond spy novel by Ian Fleming that follows 007's battle against Blofeld and his romance with Tracy di Vicenzo, culminating in one of the series' most tragic endings.
  • B. James Bond novel "Dr. No"
    "Dr. No" is a 1958 James Bond spy novel by Ian Fleming in which 007 investigates the disappearance of two MI6 operatives in Jamaica and confronts the villainous Dr. Julius No on his private island.
  • 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 "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.
  • E. 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.
  • 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 novels by Ian Fleming
Triple: [Peter Hunt, basedOn, James Bond novels by Ian Fleming]
Generated description
The James Bond novels by Ian Fleming are a series of mid-20th-century British spy thrillers featuring the suave MI6 agent 007, which became the foundation for the long-running James Bond film franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Bond novels by Ian Fleming
Target entity description: The James Bond novels by Ian Fleming are a series of mid-20th-century British spy thrillers featuring the suave MI6 agent 007, which became the foundation for the long-running James Bond film franchise.
  • A. James Bond novel "On Her Majesty's Secret Service"
    "On Her Majesty's Secret Service" is a James Bond spy novel by Ian Fleming that follows 007's battle against Blofeld and his romance with Tracy di Vicenzo, culminating in one of the series' most tragic endings.
  • B. James Bond novel "Dr. No"
    "Dr. No" is a 1958 James Bond spy novel by Ian Fleming in which 007 investigates the disappearance of two MI6 operatives in Jamaica and confronts the villainous Dr. Julius No on his private island.
  • 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 "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.
  • E. 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.
  • 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_69bd440c77948190aad2a5f39b7b80f5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd8688b7488190a57baedd52a11b1a completed March 20, 2026, 5:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf29307cc481908fa4d8b52711bbd4 completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf29d11d2c819095ce493c8866f624 completed March 21, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_69bf2aa2a1688190bc41eb5e259d7d1f completed March 21, 2026, 11:32 p.m.
Created at: March 20, 2026, 2:02 p.m.