Triple

T12009381
Position Surface form Disambiguated ID Type / Status
Subject Daniel Henshall E285866 entity
Predicate notableWork P4 FINISHED
Object These Final Hours
These Final Hours is an Australian apocalyptic drama film that follows a man's desperate final hours on Earth as a cataclysmic event wipes out humanity.
E960486 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: These Final Hours | Statement: [Daniel Henshall, notableWork, These Final Hours]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: These Final Hours
Context triple: [Daniel Henshall, notableWork, These Final Hours]
  • A. Our Final Hour
    Our Final Hour is a science-focused book by cosmologist Martin Rees that warns about existential risks facing humanity in the 21st century and argues for responsible use of advanced technologies.
  • B. The Final Hours
    The Final Hours is a memoir by German Luftwaffe ace and later NATO commander Johannes Steinhoff, recounting his experiences during the final phase of World War II and its aftermath.
  • C. Last Days
    Last Days is a 2005 art-house drama film by Gus Van Sant loosely inspired by the final days of Nirvana frontman Kurt Cobain.
  • D. Until the Final Hour
    "Until the Final Hour" is the memoir of Traudl Junge, Adolf Hitler’s final private secretary, recounting her experiences inside the Führerbunker during the last days of the Third Reich.
  • E. The Final Days
    The Final Days is a nonfiction book by journalists Bob Woodward and Carl Bernstein that chronicles the tumultuous final months of Richard Nixon’s presidency and the Watergate scandal.
  • 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: These Final Hours
Triple: [Daniel Henshall, notableWork, These Final Hours]
Generated description
These Final Hours is an Australian apocalyptic drama film that follows a man's desperate final hours on Earth as a cataclysmic event wipes out humanity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: These Final Hours
Target entity description: These Final Hours is an Australian apocalyptic drama film that follows a man's desperate final hours on Earth as a cataclysmic event wipes out humanity.
  • A. Our Final Hour
    Our Final Hour is a science-focused book by cosmologist Martin Rees that warns about existential risks facing humanity in the 21st century and argues for responsible use of advanced technologies.
  • B. The Final Hours
    The Final Hours is a memoir by German Luftwaffe ace and later NATO commander Johannes Steinhoff, recounting his experiences during the final phase of World War II and its aftermath.
  • C. Last Days
    Last Days is a 2005 art-house drama film by Gus Van Sant loosely inspired by the final days of Nirvana frontman Kurt Cobain.
  • D. Until the Final Hour
    "Until the Final Hour" is the memoir of Traudl Junge, Adolf Hitler’s final private secretary, recounting her experiences inside the Führerbunker during the last days of the Third Reich.
  • E. The Final Days
    The Final Days is a nonfiction book by journalists Bob Woodward and Carl Bernstein that chronicles the tumultuous final months of Richard Nixon’s presidency and the Watergate scandal.
  • 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_69d6ab45a368819084fce08bf0dc3705 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903d61a4c81909e6cb6500b61df94 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b24f0c481909afd288d4f57d3b6 completed May 1, 2026, 11:14 a.m.
NEDg Description generation batch_69f48fc6da4c81908442f18cb4a65b27 completed May 1, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69f495cc50908190aab4f8ca64c66ef3 completed May 1, 2026, noon
Created at: April 8, 2026, 9:46 p.m.