Triple

T8189961
Position Surface form Disambiguated ID Type / Status
Subject Sophia Di Martino E191277 entity
Predicate notableWork P4 FINISHED
Object The Darkest Universe
The Darkest Universe is a 2016 British indie comedy-drama film blending romance and science fiction, in which Sophia Di Martino stars in a story about a woman who mysteriously disappears during a narrowboat trip.
E718204 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 Darkest Universe | Statement: [Sophia Di Martino, notableWork, The Darkest Universe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Darkest Universe
Context triple: [Sophia Di Martino, notableWork, The Darkest Universe]
  • A. 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.
  • B. Light of a Vaster Dark
    Light of a Vaster Dark is an experimental folk album by the avant-folk duo Faun Fables, known for its theatrical storytelling and eclectic, mythic soundscapes.
  • C. After the Dark
    After the Dark is a 2013 philosophical science-fiction thriller film that explores moral dilemmas through a series of apocalyptic thought experiments conducted by a high school philosophy class.
  • D. The Luminous Darkness
    The Luminous Darkness is a theological and social reflection by Howard Thurman that explores race, spirituality, and the quest for reconciliation in a segregated America.
  • E. Full Dark, No Stars
    Full Dark, No Stars is a collection of four novellas by Stephen King that explore themes of revenge, guilt, and the darker sides of human nature.
  • 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 Darkest Universe
Triple: [Sophia Di Martino, notableWork, The Darkest Universe]
Generated description
The Darkest Universe is a 2016 British indie comedy-drama film blending romance and science fiction, in which Sophia Di Martino stars in a story about a woman who mysteriously disappears during a narrowboat trip.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Darkest Universe
Target entity description: The Darkest Universe is a 2016 British indie comedy-drama film blending romance and science fiction, in which Sophia Di Martino stars in a story about a woman who mysteriously disappears during a narrowboat trip.
  • A. 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.
  • B. Light of a Vaster Dark
    Light of a Vaster Dark is an experimental folk album by the avant-folk duo Faun Fables, known for its theatrical storytelling and eclectic, mythic soundscapes.
  • C. After the Dark
    After the Dark is a 2013 philosophical science-fiction thriller film that explores moral dilemmas through a series of apocalyptic thought experiments conducted by a high school philosophy class.
  • D. The Luminous Darkness
    The Luminous Darkness is a theological and social reflection by Howard Thurman that explores race, spirituality, and the quest for reconciliation in a segregated America.
  • E. Full Dark, No Stars
    Full Dark, No Stars is a collection of four novellas by Stephen King that explore themes of revenge, guilt, and the darker sides of human nature.
  • 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_69ca82c5b6948190a583c096fb0a6c71 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4da0e1288190b9c7c1d3b9a98830 completed March 31, 2026, 4:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69cced8da28c81909c34c0103da68f0f completed April 1, 2026, 10:03 a.m.
NEDg Description generation batch_69ccf1b5f95481909fdb08d00d06023e completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd059457788190a900402ee4cd50d5 completed April 1, 2026, 11:46 a.m.
Created at: March 30, 2026, 5:41 p.m.