Triple

T8738286
Position Surface form Disambiguated ID Type / Status
Subject John Gardner (British writer) E207438 entity
Predicate notableWork P4 FINISHED
Object Death Is Forever
Death Is Forever is a James Bond spy novel by British author John Gardner, featuring 007 investigating the mysterious deaths of former Cold War agents in post–Iron Curtain Europe.
E755771 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: Death Is Forever | Statement: [John Gardner (British writer), notableWork, Death Is Forever]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Death Is Forever
Context triple: [John Gardner (British writer), notableWork, Death Is Forever]
  • A. Death Is Certain
    Death Is Certain is a critically acclaimed 2004 studio album by Detroit rapper Royce da 5'9", noted for its dark, introspective themes and sharp lyricism.
  • B. Death in Heaven
    "Death in Heaven" is a 2014 Doctor Who television episode that concludes the two-part Series 8 finale, featuring the Twelfth Doctor facing a Cyberman invasion orchestrated by the Master in her Missy incarnation.
  • C. Dead to the World
    Dead to the World is a heavy, riff-driven song by the American alternative metal band Helmet, known for its dense guitar sound and rhythmic complexity.
  • D. I Am Dead
    I Am Dead is a whimsical narrative puzzle adventure game about a recently deceased museum curator who uses his new ghostly powers to explore memories and uncover secrets on a quirky island.
  • E. Death Has a Shadow
    "Death Has a Shadow" is the pilot episode of the animated television series Family Guy, which introduces the Griffin family and sets the tone for the show's irreverent humor.
  • 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: Death Is Forever
Triple: [John Gardner (British writer), notableWork, Death Is Forever]
Generated description
Death Is Forever is a James Bond spy novel by British author John Gardner, featuring 007 investigating the mysterious deaths of former Cold War agents in post–Iron Curtain Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Death Is Forever
Target entity description: Death Is Forever is a James Bond spy novel by British author John Gardner, featuring 007 investigating the mysterious deaths of former Cold War agents in post–Iron Curtain Europe.
  • A. Death Is Certain
    Death Is Certain is a critically acclaimed 2004 studio album by Detroit rapper Royce da 5'9", noted for its dark, introspective themes and sharp lyricism.
  • B. Death in Heaven
    "Death in Heaven" is a 2014 Doctor Who television episode that concludes the two-part Series 8 finale, featuring the Twelfth Doctor facing a Cyberman invasion orchestrated by the Master in her Missy incarnation.
  • C. Dead to the World
    Dead to the World is a heavy, riff-driven song by the American alternative metal band Helmet, known for its dense guitar sound and rhythmic complexity.
  • D. I Am Dead
    I Am Dead is a whimsical narrative puzzle adventure game about a recently deceased museum curator who uses his new ghostly powers to explore memories and uncover secrets on a quirky island.
  • E. Death Has a Shadow
    "Death Has a Shadow" is the pilot episode of the animated television series Family Guy, which introduces the Griffin family and sets the tone for the show's irreverent humor.
  • 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_69ca835a03a081909d4d4cd01a18c9fb completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d470c8c81909ead395ef704c6ba completed March 31, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf42c9140081909f9c10560757c860 completed April 3, 2026, 4:32 a.m.
NEDg Description generation batch_69cf43ead588819094089bea94c27207 completed April 3, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69cf453fa3e4819082466c59649c2f35 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 6:38 p.m.