Triple

T23502355
Position Surface form Disambiguated ID Type / Status
Subject Financial Times–Goldman Sachs Business Book of the Year Award E571883 entity
Predicate hasAwarded P2391 FINISHED
Object This Is How They Tell Me the World Ends
"This Is How They Tell Me the World Ends" is a nonfiction book by journalist Nicole Perlroth that investigates the global cyberweapons market and the escalating threat of cyberwarfare.
 E1588699 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: This Is How They Tell Me the World Ends | Statement: [Financial Times–Goldman Sachs Business Book of the Year Award, hasAwarded, This Is How They Tell Me the World Ends]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: This Is How They Tell Me the World Ends
Context triple: [Financial Times–Goldman Sachs Business Book of the Year Award, hasAwarded, This Is How They Tell Me the World Ends]
  • A. At the End of the World
    "At the End of the World" is a song by British band The Real Tuesday Weld, known for its blend of vintage jazz, cabaret, and electronic pop elements.
  • B. The World Doesn’t End
    The World Doesn’t End is a Pulitzer Prize–winning collection of surreal, prose-poem vignettes by Charles Simic that blends dreamlike imagery with dark humor and philosophical reflection.
  • C. The End of the World
    "The End of the World" is a famous satirical sketch from the British comedy revue *Beyond the Fringe*, parodying apocalyptic religious prophecy and doomsday predictions.
  • D. The End of the World
    "The End of the World" is a song by the British electronic music group Behaviour.
  • E. The End of the World
    "The End of the World" is a 1962 country-pop ballad by Skeeter Davis, renowned for its melancholic reflection on heartbreak and its enduring popularity as one of her signature songs.
  • 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: This Is How They Tell Me the World Ends
Triple: [Financial Times–Goldman Sachs Business Book of the Year Award, hasAwarded, This Is How They Tell Me the World Ends]
Generated description
"This Is How They Tell Me the World Ends" is a nonfiction book by journalist Nicole Perlroth that investigates the global cyberweapons market and the escalating threat of cyberwarfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: This Is How They Tell Me the World Ends
Target entity description: "This Is How They Tell Me the World Ends" is a nonfiction book by journalist Nicole Perlroth that investigates the global cyberweapons market and the escalating threat of cyberwarfare.
  • A. At the End of the World
    "At the End of the World" is a song by British band The Real Tuesday Weld, known for its blend of vintage jazz, cabaret, and electronic pop elements.
  • B. The World Doesn’t End
    The World Doesn’t End is a Pulitzer Prize–winning collection of surreal, prose-poem vignettes by Charles Simic that blends dreamlike imagery with dark humor and philosophical reflection.
  • C. The End of the World
    "The End of the World" is a famous satirical sketch from the British comedy revue *Beyond the Fringe*, parodying apocalyptic religious prophecy and doomsday predictions.
  • D. The End of the World
    "The End of the World" is a song by the British electronic music group Behaviour.
  • E. The End of the World
    "The End of the World" is a 1962 country-pop ballad by Skeeter Davis, renowned for its melancholic reflection on heartbreak and its enduring popularity as one of her signature songs.
  • 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_69e245b4829881909b77a70e942bbd54 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a8fd65e08190ae94ad4f0638cc0e completed April 29, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8275e2bc8190a908d41a9824f2f8 completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f2d4288190b0b5fd46d2a387bf completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7e9e9988190ac3bedb9ecb8ce06 completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 6:06 p.m.