Triple

T19663945
Position Surface form Disambiguated ID Type / Status
Subject In the Beauty of the Lilies E472152 entity
Predicate precedes P97 FINISHED
Object Toward the End of Time
Toward the End of Time is a later novel by American author John Updike that blends domestic realism with speculative, post-apocalyptic elements in a near-future New England setting.
 E1388253 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: Toward the End of Time | Statement: [In the Beauty of the Lilies, precedes, Toward the End of Time]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toward the End of Time
Context triple: [In the Beauty of the Lilies, precedes, Toward the End of Time]
  • A. Until the End of Time
    "Until the End of Time" is a popular science book by physicist Brian Greene that explores the nature of time, the universe’s evolution, and humanity’s place within a cosmic narrative.
  • B. Until the End of Time
    "Until the End of Time" is a soulful R&B ballad by Justin Timberlake that appears on his 2006 album FutureSex/LoveSounds and showcases his romantic, slow-jam style.
  • C. Until the End of Time
    "Until the End of Time" is a posthumous double album by American rapper Tupac Shakur, featuring previously unreleased material and remixes that further cemented his legacy in hip-hop.
  • D. Till the End of Time
    "Till the End of Time" is a song featured on the album *Emotions*.
  • E. Till the End of Time
    Till the End of Time is a 1946 American drama film about World War II veterans struggling to readjust to civilian life after returning home.
  • 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: Toward the End of Time
Triple: [In the Beauty of the Lilies, precedes, Toward the End of Time]
Generated description
Toward the End of Time is a later novel by American author John Updike that blends domestic realism with speculative, post-apocalyptic elements in a near-future New England setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toward the End of Time
Target entity description: Toward the End of Time is a later novel by American author John Updike that blends domestic realism with speculative, post-apocalyptic elements in a near-future New England setting.
  • A. Until the End of Time
    "Until the End of Time" is a popular science book by physicist Brian Greene that explores the nature of time, the universe’s evolution, and humanity’s place within a cosmic narrative.
  • B. Until the End of Time
    "Until the End of Time" is a soulful R&B ballad by Justin Timberlake that appears on his 2006 album FutureSex/LoveSounds and showcases his romantic, slow-jam style.
  • C. Until the End of Time
    "Until the End of Time" is a posthumous double album by American rapper Tupac Shakur, featuring previously unreleased material and remixes that further cemented his legacy in hip-hop.
  • D. Till the End of Time
    "Till the End of Time" is a song featured on the album *Emotions*.
  • E. Till the End of Time
    Till the End of Time is a 1946 American drama film about World War II veterans struggling to readjust to civilian life after returning home.
  • 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_69d8e514f2e08190ba70a4449519d218 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6416671fc81908e25b0477234fa0f completed April 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a077ef7a9ec8190a86623fbd0c9fe00 completed May 15, 2026, 8:15 p.m.
NEDg Description generation batch_6a07817a4748819081bbeff65e18d533 completed May 15, 2026, 8:26 p.m.
NED2 Entity disambiguation (via description) batch_6a0782a6f66881909f88781f8f6c5b8f completed May 15, 2026, 8:31 p.m.
Created at: April 10, 2026, 1:45 p.m.