Triple

T8493326
Position Surface form Disambiguated ID Type / Status
Subject The Collapsing Universe E201026 entity
Predicate discusses P450 FINISHED
Object Big Crunch scenario
The Big Crunch scenario is a cosmological hypothesis in which the expansion of the universe eventually reverses, causing all matter and space to collapse back into an extremely dense, hot state.
 E737174 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: Big Crunch scenario | Statement: [The Collapsing Universe, discusses, Big Crunch scenario]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Big Crunch scenario
Context triple: [The Collapsing Universe, discusses, Big Crunch scenario]
  • A. The Collapsing Universe
    The Collapsing Universe is a popular science book by Isaac Asimov that explains black holes, stellar evolution, and the ultimate fate of the cosmos in accessible, non-technical language.
  • B. The Big Bang
    The Big Bang is the climactic Series 5 finale of the British science-fiction television show Doctor Who, featuring the Eleventh Doctor in a time-bending resolution to the season’s overarching storyline.
  • C. The Big Bang
    The Big Bang is a 2006 studio album by American rapper Busta Rhymes that marked his debut on Dr. Dre’s Aftermath Entertainment label and features a harder, more aggressive sound with high-profile collaborations.
  • D. Big Bang cosmology
    Big Bang cosmology is the prevailing scientific framework that explains the origin, early evolution, and large-scale structure of the universe as emerging from an extremely hot, dense initial state that has been expanding over time.
  • E. Endless Universe: Beyond the Big Bang
    Endless Universe: Beyond the Big Bang is a popular-science book by cosmologist Paul Steinhardt (with Neil Turok) that presents and explains their cyclic model of the universe as an alternative to the standard Big Bang theory.
  • 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: Big Crunch scenario
Triple: [The Collapsing Universe, discusses, Big Crunch scenario]
Generated description
The Big Crunch scenario is a cosmological hypothesis in which the expansion of the universe eventually reverses, causing all matter and space to collapse back into an extremely dense, hot state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Big Crunch scenario
Target entity description: The Big Crunch scenario is a cosmological hypothesis in which the expansion of the universe eventually reverses, causing all matter and space to collapse back into an extremely dense, hot state.
  • A. The Collapsing Universe
    The Collapsing Universe is a popular science book by Isaac Asimov that explains black holes, stellar evolution, and the ultimate fate of the cosmos in accessible, non-technical language.
  • B. The Big Bang
    The Big Bang is the climactic Series 5 finale of the British science-fiction television show Doctor Who, featuring the Eleventh Doctor in a time-bending resolution to the season’s overarching storyline.
  • C. The Big Bang
    The Big Bang is a 2006 studio album by American rapper Busta Rhymes that marked his debut on Dr. Dre’s Aftermath Entertainment label and features a harder, more aggressive sound with high-profile collaborations.
  • D. Big Bang cosmology
    Big Bang cosmology is the prevailing scientific framework that explains the origin, early evolution, and large-scale structure of the universe as emerging from an extremely hot, dense initial state that has been expanding over time.
  • E. Endless Universe: Beyond the Big Bang
    Endless Universe: Beyond the Big Bang is a popular-science book by cosmologist Paul Steinhardt (with Neil Turok) that presents and explains their cyclic model of the universe as an alternative to the standard Big Bang theory.
  • 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe579b7088190b297b04527e36a2b completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a5c260c8190bc7012a04363d260 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3ca3be5c8190844e54805e9acaeb completed April 2, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69ce3d4e92e88190a90ba1567c569b00 completed April 2, 2026, 9:56 a.m.
Created at: March 30, 2026, 6:13 p.m.