Triple

T13350283
Position Surface form Disambiguated ID Type / Status
Subject Billions and Billions E318050 entity
Predicate hasPart P35 FINISHED
Object “The Nuclear Winter”
“The Nuclear Winter” is an essay by Carl Sagan that explores the catastrophic climatic and environmental consequences of large-scale nuclear war.
E1034698 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: “The Nuclear Winter” | Statement: [Billions and Billions, hasPart, “The Nuclear Winter”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “The Nuclear Winter”
Context triple: [Billions and Billions, hasPart, “The Nuclear Winter”]
  • A. Nuclear Winter
    Nuclear Winter is a now-retired battle royale–style game mode that was added as a major multiplayer-focused expansion to Fallout 76.
  • B. Duke: Nuclear Winter
    Duke: Nuclear Winter is a holiday-themed expansion for the first-person shooter Duke Nukem 3D, featuring new levels, enemies, and Christmas-inspired content.
  • C. Nuclear Seasons
    "Nuclear Seasons" is a dark, atmospheric electropop song by Charli XCX, known for its apocalyptic themes and moody, synth-driven production.
  • D. "World War Three"
    "World War Three" is a 2005 Doctor Who television episode featuring the Ninth Doctor and Rose Tyler as they confront the alien Slitheen during a crisis at 10 Downing Street.
  • E. The Doomsday Machine: Confessions of a Nuclear War Planner
    The Doomsday Machine: Confessions of a Nuclear War Planner is Daniel Ellsberg’s memoir and exposé detailing the dangers, secrecy, and systemic flaws of U.S. nuclear war planning during the Cold War.
  • 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: “The Nuclear Winter”
Triple: [Billions and Billions, hasPart, “The Nuclear Winter”]
Generated description
“The Nuclear Winter” is an essay by Carl Sagan that explores the catastrophic climatic and environmental consequences of large-scale nuclear war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “The Nuclear Winter”
Target entity description: “The Nuclear Winter” is an essay by Carl Sagan that explores the catastrophic climatic and environmental consequences of large-scale nuclear war.
  • A. Nuclear Winter
    Nuclear Winter is a now-retired battle royale–style game mode that was added as a major multiplayer-focused expansion to Fallout 76.
  • B. Duke: Nuclear Winter
    Duke: Nuclear Winter is a holiday-themed expansion for the first-person shooter Duke Nukem 3D, featuring new levels, enemies, and Christmas-inspired content.
  • C. Nuclear Seasons
    "Nuclear Seasons" is a dark, atmospheric electropop song by Charli XCX, known for its apocalyptic themes and moody, synth-driven production.
  • D. "World War Three"
    "World War Three" is a 2005 Doctor Who television episode featuring the Ninth Doctor and Rose Tyler as they confront the alien Slitheen during a crisis at 10 Downing Street.
  • E. The Doomsday Machine: Confessions of a Nuclear War Planner
    The Doomsday Machine: Confessions of a Nuclear War Planner is Daniel Ellsberg’s memoir and exposé detailing the dangers, secrecy, and systemic flaws of U.S. nuclear war planning during the Cold War.
  • 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_69d806b5a3c08190b42c267fb092f98a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99e8c2f1c819094f0970f35f18afa completed April 11, 2026, 1:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f47fd7c8190b8d98a181acd7710 completed May 3, 2026, 10:11 a.m.
NEDg Description generation batch_69f7204b6f108190bca6a0140620e03e completed May 3, 2026, 10:15 a.m.
NED2 Entity disambiguation (via description) batch_69f720fbf0bc81908c68cf2844938e45 completed May 3, 2026, 10:18 a.m.
Created at: April 9, 2026, 9:31 p.m.