Triple

T20734071
Position Surface form Disambiguated ID Type / Status
Subject Stephen Herek E509644 entity
Predicate directorOf P537 FINISHED
Object Dead Like Me: Life After Death
Dead Like Me: Life After Death is a 2009 direct-to-video dark comedy-drama film that continues the story of the cult TV series Dead Like Me, following grim reapers dealing with death and the afterlife.
E817381 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: Dead Like Me: Life After Death | Statement: [Stephen Herek, directorOf, Dead Like Me: Life After Death]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dead Like Me: Life After Death
Context triple: [Stephen Herek, directorOf, Dead Like Me: Life After Death]
  • A. Dead Like Me
    Dead Like Me is a dark comedy-drama television series that follows a young woman who becomes a grim reaper after her sudden death, exploring themes of mortality and the afterlife with sardonic humor.
  • B. You’re Dead!
    You’re Dead! is an experimental jazz-fusion and electronic concept album by Flying Lotus that explores themes of mortality and the afterlife through intricate, genre-blending compositions.
  • C. Playdead
    Playdead is a Danish independent video game developer best known for creating the critically acclaimed puzzle-platformers Limbo and Inside.
  • D. Braindead (Dead Alive)
    Braindead (Dead Alive) is a 1992 New Zealand splatter-comedy horror film renowned for its extreme gore and darkly humorous take on the zombie genre.
  • E. From Dead to Worse
    From Dead to Worse is an urban fantasy novel in Charlaine Harris's Southern Vampire Mysteries series, following telepathic waitress Sookie Stackhouse through supernatural conflicts and political upheavals in the vampire and werewolf worlds.
  • 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: Dead Like Me: Life After Death
Triple: [Stephen Herek, directorOf, Dead Like Me: Life After Death]
Generated description
Dead Like Me: Life After Death is a 2009 direct-to-video dark comedy-drama film that continues the story of the cult TV series Dead Like Me, following grim reapers dealing with death and the afterlife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dead Like Me: Life After Death
Target entity description: Dead Like Me: Life After Death is a 2009 direct-to-video dark comedy-drama film that continues the story of the cult TV series Dead Like Me, following grim reapers dealing with death and the afterlife.
  • A. Dead Like Me chosen
    Dead Like Me is a dark comedy-drama television series that follows a young woman who becomes a grim reaper after her sudden death, exploring themes of mortality and the afterlife with sardonic humor.
  • B. You’re Dead!
    You’re Dead! is an experimental jazz-fusion and electronic concept album by Flying Lotus that explores themes of mortality and the afterlife through intricate, genre-blending compositions.
  • C. Playdead
    Playdead is a Danish independent video game developer best known for creating the critically acclaimed puzzle-platformers Limbo and Inside.
  • D. Braindead (Dead Alive)
    Braindead (Dead Alive) is a 1992 New Zealand splatter-comedy horror film renowned for its extreme gore and darkly humorous take on the zombie genre.
  • E. From Dead to Worse
    From Dead to Worse is an urban fantasy novel in Charlaine Harris's Southern Vampire Mysteries series, following telepathic waitress Sookie Stackhouse through supernatural conflicts and political upheavals in the vampire and werewolf worlds.
  • F. None of above.

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_69e0b4c589c08190834fb5d86d0efa2b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c1ef3040819085c8056e75571104 completed April 21, 2026, 12:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e06307408190b69d60e62b47d4c3 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e15d93ec8190bbe859fb42a4a5ac completed May 16, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_6a08e25d8cb08190ba75b792aac192ab completed May 16, 2026, 9:32 p.m.
Created at: April 16, 2026, 12:31 p.m.