Triple

T15628031
Position Surface form Disambiguated ID Type / Status
Subject Zoe Lister-Jones E375733 entity
Predicate notableWork P4 FINISHED
Object How It Ends
How It Ends is a 2018 apocalyptic comedy-drama film co-written, co-directed by, and starring Zoe Lister-Jones, following a woman who spends her last day on Earth reconciling with people from her past.
E1167531 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: How It Ends | Statement: [Zoe Lister-Jones, notableWork, How It Ends]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How It Ends
Context triple: [Zoe Lister-Jones, notableWork, How It Ends]
  • A. How Did It End?
    "How Did It End?" is a song by Taylor Swift from her album *The Tortured Poets Department*, noted for its introspective lyrics about the aftermath of a relationship.
  • B. I Know the End
    "I Know the End" is the climactic, apocalyptic closing track from Phoebe Bridgers’ album *Punisher*, known for its gradual build and cathartic, chaotic finale.
  • C. The Aftermath
    "The Aftermath" is a track from Danny Elfman's darkly whimsical orchestral score for the 1988 fantasy-comedy film Beetlejuice.
  • D. The Aftermath
    The Aftermath is a 2019 British-German drama film set in post-World War II Hamburg, starring Keira Knightley, Alexander Skarsgård, and Jason Clarke, that explores grief, reconciliation, and forbidden romance amid the ruins of war.
  • E. The End of the World
    "The End of the World" is a famous satirical sketch from the British comedy revue *Beyond the Fringe*, parodying apocalyptic religious prophecy and doomsday predictions.
  • 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: How It Ends
Triple: [Zoe Lister-Jones, notableWork, How It Ends]
Generated description
How It Ends is a 2018 apocalyptic comedy-drama film co-written, co-directed by, and starring Zoe Lister-Jones, following a woman who spends her last day on Earth reconciling with people from her past.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How It Ends
Target entity description: How It Ends is a 2018 apocalyptic comedy-drama film co-written, co-directed by, and starring Zoe Lister-Jones, following a woman who spends her last day on Earth reconciling with people from her past.
  • A. How Did It End?
    "How Did It End?" is a song by Taylor Swift from her album *The Tortured Poets Department*, noted for its introspective lyrics about the aftermath of a relationship.
  • B. I Know the End
    "I Know the End" is the climactic, apocalyptic closing track from Phoebe Bridgers’ album *Punisher*, known for its gradual build and cathartic, chaotic finale.
  • C. The Aftermath
    The Aftermath is a 2019 British-German drama film set in post-World War II Hamburg, starring Keira Knightley, Alexander Skarsgård, and Jason Clarke, that explores grief, reconciliation, and forbidden romance amid the ruins of war.
  • D. The Aftermath
    "The Aftermath" is a track from Danny Elfman's darkly whimsical orchestral score for the 1988 fantasy-comedy film Beetlejuice.
  • E. The End of the World
    "The End of the World" is a famous satirical sketch from the British comedy revue *Beyond the Fringe*, parodying apocalyptic religious prophecy and doomsday predictions.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04eb4301881908c7157227fdf79b6 completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f43191c81908c5704314a002608 completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff5ffaefb4819094468ff0008740f8 completed May 9, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69ff6062f0ac819081270f270ce2f057 completed May 9, 2026, 4:27 p.m.
Created at: April 10, 2026, 4:14 a.m.