Triple

T5055562
Position Surface form Disambiguated ID Type / Status
Subject Ian Fleming Villa E113892 entity
Predicate hasConnectionToWork P60906 FINISHED
Object 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.
 E491614 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 "Moonraker" | Statement: [Ian Fleming Villa, hasConnectionToWork, James Bond novel "Moonraker"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Bond novel "Moonraker"
Context triple: [Ian Fleming Villa, hasConnectionToWork, James Bond novel "Moonraker"]
  • A. 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.
  • B. Goldeneye (Ian Fleming estate)
    Goldeneye (Ian Fleming estate) is Ian Fleming’s former Jamaican seaside villa where he created the James Bond novels, now a famous luxury resort and literary landmark.
  • C. James Bond (film)
    James Bond (film) is a long-running British spy film series centered on the adventures of MI6 agent 007, adapted from Ian Fleming’s novels and known for its action, gadgets, and iconic lead character.
  • D. Quarrel (Ian Fleming novels)
    Quarrel (Ian Fleming novels) is a fictional Caymanian fisherman and loyal ally of James Bond who appears in Ian Fleming’s novels, notably assisting Bond in "Live and Let Die" and "Dr. No."
  • E. James Bond short story collection "For Your Eyes Only"
    "For Your Eyes Only" is a collection of James Bond short stories by Ian Fleming that further develops the adventures of the British secret agent in a series of self-contained missions.
  • 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 "Moonraker"
Triple: [Ian Fleming Villa, hasConnectionToWork, James Bond novel "Moonraker"]
Generated description
"Moonraker" is a James Bond novel by Ian Fleming in which 007 investigates industrialist Hugo Drax and his top-secret rocket project threatening London.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Bond novel "Moonraker"
Target entity description: "Moonraker" is a James Bond novel by Ian Fleming in which 007 investigates industrialist Hugo Drax and his top-secret rocket project threatening London.
  • A. 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.
  • B. Goldeneye (Ian Fleming estate)
    Goldeneye (Ian Fleming estate) is Ian Fleming’s former Jamaican seaside villa where he created the James Bond novels, now a famous luxury resort and literary landmark.
  • C. James Bond (film)
    James Bond (film) is a long-running British spy film series centered on the adventures of MI6 agent 007, adapted from Ian Fleming’s novels and known for its action, gadgets, and iconic lead character.
  • D. Quarrel (Ian Fleming novels)
    Quarrel (Ian Fleming novels) is a fictional Caymanian fisherman and loyal ally of James Bond who appears in Ian Fleming’s novels, notably assisting Bond in "Live and Let Die" and "Dr. No."
  • E. James Bond short story collection "For Your Eyes Only"
    "For Your Eyes Only" is a collection of James Bond short stories by Ian Fleming that further develops the adventures of the British secret agent in a series of self-contained missions.
  • 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_69beb0fd25c081909ddf2d8eb77f33e7 completed March 21, 2026, 2:53 p.m.
NEDg Description generation batch_69beb1a445f48190b3318d816830e1a6 completed March 21, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69beb23f789c8190811ee9e43327196c completed March 21, 2026, 2:59 p.m.
Created at: March 20, 2026, 1:38 p.m.