Triple

T8737898
Position Surface form Disambiguated ID Type / Status
Subject Tony Kaye E207430 entity
Predicate directed P7373 FINISHED
Object Black Water Transit
Black Water Transit is an unreleased crime thriller film, directed by Tony Kaye, about criminal activity surrounding a private security firm in post-Katrina New Orleans.
E755727 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: Black Water Transit | Statement: [Tony Kaye, directed, Black Water Transit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Water Transit
Context triple: [Tony Kaye, directed, Black Water Transit]
  • A. Black Water
    Black Water is the grim historical nickname for the Cellular Jail in the Andaman and Nicobar Islands, infamous for its brutal treatment of Indian freedom fighters during British colonial rule.
  • B. Black Water
    Black Water is a 1992 novella by Joyce Carol Oates that fictionalizes a Chappaquiddick-like political scandal through the harrowing, stream-of-consciousness account of a young woman trapped in a sinking car.
  • C. River Suck
    River Suck is a major river in western Ireland that flows through counties such as Roscommon and Galway before joining the River Shannon.
  • D. Return to the Water
    "Return to the Water" is an episode of the nature documentary series "The Life of Mammals" that explores how certain mammal species have adapted to life in aquatic environments.
  • E. Dangerous Passage
    Dangerous Passage is a 1944 American film noir thriller starring Faye Emerson, known for its suspenseful plot set aboard a ship.
  • 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: Black Water Transit
Triple: [Tony Kaye, directed, Black Water Transit]
Generated description
Black Water Transit is an unreleased crime thriller film, directed by Tony Kaye, about criminal activity surrounding a private security firm in post-Katrina New Orleans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Water Transit
Target entity description: Black Water Transit is an unreleased crime thriller film, directed by Tony Kaye, about criminal activity surrounding a private security firm in post-Katrina New Orleans.
  • A. Black Water
    Black Water is the grim historical nickname for the Cellular Jail in the Andaman and Nicobar Islands, infamous for its brutal treatment of Indian freedom fighters during British colonial rule.
  • B. Black Water
    Black Water is a 1992 novella by Joyce Carol Oates that fictionalizes a Chappaquiddick-like political scandal through the harrowing, stream-of-consciousness account of a young woman trapped in a sinking car.
  • C. River Suck
    River Suck is a major river in western Ireland that flows through counties such as Roscommon and Galway before joining the River Shannon.
  • D. Return to the Water
    "Return to the Water" is an episode of the nature documentary series "The Life of Mammals" that explores how certain mammal species have adapted to life in aquatic environments.
  • E. Dangerous Passage
    Dangerous Passage is a 1944 American film noir thriller starring Faye Emerson, known for its suspenseful plot set aboard a ship.
  • 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_69ca835a03a081909d4d4cd01a18c9fb completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d45c96081909aa8509064ff3a04 completed March 31, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf42c9140081909f9c10560757c860 completed April 3, 2026, 4:32 a.m.
NEDg Description generation batch_69cf43ead588819094089bea94c27207 completed April 3, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69cf453fa3e4819082466c59649c2f35 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 6:38 p.m.