Triple

T9153287
Position Surface form Disambiguated ID Type / Status
Subject John Scalzi E219642 entity
Predicate notableWork P4 FINISHED
Object The End of All Things
The End of All Things is a science fiction novel by John Scalzi set in his Old Man's War universe, exploring interstellar politics, war, and identity through interconnected stories.
 E779933 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 End of All Things | Statement: [John Scalzi, notableWork, The End of All Things]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The End of All Things
Context triple: [John Scalzi, notableWork, The End of All Things]
  • A. The End of the World
    "The End of the World" is a song by the British electronic music group Behaviour.
  • B. All Things End
    "All Things End" is a song by Irish singer-songwriter Hozier, featured on his 2023 album *Unreal Unearth*.
  • C. The Endless
    The Endless are a family of powerful, anthropomorphic personifications of universal concepts in Neil Gaiman's "The Sandman" comic series.
  • D. The End of Something
    "The End of Something" is a short story by Ernest Hemingway that explores themes of change and the dissolution of a relationship against the backdrop of a declining mill town.
  • E. The Dark at the End
    The Dark at the End is a horror-thriller novel by F. Paul Wilson that serves as a climactic installment in his long-running Repairman Jack/Adversary Cycle series.
  • 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 End of All Things
Triple: [John Scalzi, notableWork, The End of All Things]
Generated description
The End of All Things is a science fiction novel by John Scalzi set in his Old Man's War universe, exploring interstellar politics, war, and identity through interconnected stories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The End of All Things
Target entity description: The End of All Things is a science fiction novel by John Scalzi set in his Old Man's War universe, exploring interstellar politics, war, and identity through interconnected stories.
  • A. The End of the World
    "The End of the World" is a song by the British electronic music group Behaviour.
  • B. All Things End
    "All Things End" is a song by Irish singer-songwriter Hozier, featured on his 2023 album *Unreal Unearth*.
  • C. The Endless
    The Endless are a family of powerful, anthropomorphic personifications of universal concepts in Neil Gaiman's "The Sandman" comic series.
  • D. The End of Something
    "The End of Something" is a short story by Ernest Hemingway that explores themes of change and the dissolution of a relationship against the backdrop of a declining mill town.
  • E. The Dark at the End
    The Dark at the End is a horror-thriller novel by F. Paul Wilson that serves as a climactic installment in his long-running Repairman Jack/Adversary Cycle series.
  • 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_69ca83e25418819093c6503deeaf30de completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca96e323881909cbf4d6708f24f79 completed April 1, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d04846544481909012f5c7fbbf3b0a completed April 3, 2026, 11:07 p.m.
NEDg Description generation batch_69d048dcd7448190bee7509495e964eb completed April 3, 2026, 11:10 p.m.
NED2 Entity disambiguation (via description) batch_69d049b6a0188190b52f833795a8ad05 completed April 3, 2026, 11:13 p.m.
Created at: March 30, 2026, 7:20 p.m.