Triple

T13350281
Position Surface form Disambiguated ID Type / Status
Subject Billions and Billions E318050 entity
Predicate hasPart P35 FINISHED
Object “The World That Came In From the Cold”
“The World That Came In From the Cold” is an essay by Carl Sagan included in his science-themed collection *Billions and Billions*, exploring scientific and societal issues with his characteristic clarity and humanism.
E1034696 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 World That Came In From the Cold” | Statement: [Billions and Billions, hasPart, “The World That Came In From the Cold”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “The World That Came In From the Cold”
Context triple: [Billions and Billions, hasPart, “The World That Came In From the Cold”]
  • A. Coming in from the Cold
    "Coming in from the Cold" is a roots reggae song by Bob Marley & The Wailers, featured on their 1980 album *Uprising* and known for its reflective, socially conscious lyrics.
  • B. The Spy Who Came in from the Cold
    The Spy Who Came in from the Cold is a 1963 Cold War espionage novel by John le Carré, renowned for its bleak realism and complex portrayal of intelligence work.
  • C. Come in from the Cold
    "Come in from the Cold" is a reflective, jazz-inflected folk song by Joni Mitchell that explores themes of aging, love, and emotional vulnerability.
  • D. The Missiles of October
    The Missiles of October is a 1974 television docudrama that dramatizes the events and high-level decision-making of the 1962 Cuban Missile Crisis.
  • E. “Cold War”
    “Cold War” is a critically acclaimed, genre-blending song by Janelle Monáe that combines futuristic R&B, soul, and pop elements to explore themes of identity, conflict, and emotional resilience.
  • 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 World That Came In From the Cold”
Triple: [Billions and Billions, hasPart, “The World That Came In From the Cold”]
Generated description
“The World That Came In From the Cold” is an essay by Carl Sagan included in his science-themed collection *Billions and Billions*, exploring scientific and societal issues with his characteristic clarity and humanism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “The World That Came In From the Cold”
Target entity description: “The World That Came In From the Cold” is an essay by Carl Sagan included in his science-themed collection *Billions and Billions*, exploring scientific and societal issues with his characteristic clarity and humanism.
  • A. Coming in from the Cold
    "Coming in from the Cold" is a roots reggae song by Bob Marley & The Wailers, featured on their 1980 album *Uprising* and known for its reflective, socially conscious lyrics.
  • B. The Spy Who Came in from the Cold
    The Spy Who Came in from the Cold is a 1963 Cold War espionage novel by John le Carré, renowned for its bleak realism and complex portrayal of intelligence work.
  • C. Come in from the Cold
    "Come in from the Cold" is a reflective, jazz-inflected folk song by Joni Mitchell that explores themes of aging, love, and emotional vulnerability.
  • D. The Missiles of October
    The Missiles of October is a 1974 television docudrama that dramatizes the events and high-level decision-making of the 1962 Cuban Missile Crisis.
  • E. “Cold War”
    “Cold War” is a critically acclaimed, genre-blending song by Janelle Monáe that combines futuristic R&B, soul, and pop elements to explore themes of identity, conflict, and emotional resilience.
  • 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.