Triple

T9137424
Position Surface form Disambiguated ID Type / Status
Subject Shallow Grave E219236 entity
Predicate hasCharacter P2308 FINISHED
Object David Stephens
David Stephens is a central character in the 1994 British dark comedy thriller film "Shallow Grave," known for his increasingly unhinged behavior after he and his flatmates discover a dead tenant's cash-filled suitcase.
 E780133 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: David Stephens | Statement: [Shallow Grave, hasCharacter, David Stephens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Stephens
Context triple: [Shallow Grave, hasCharacter, David Stephens]
  • A. Robert Stephens
    Robert Stephens was a distinguished British stage and film actor, known for his work with the Royal National Theatre and roles in classic Shakespearean productions.
  • B. Robert Stephens
    Robert Stephens is the anglicized name of Robert Estienne, a renowned 16th-century French printer and classical scholar noted for his critical editions of the Bible and Latin texts.
  • C. Martin Stephens
    Martin Stephens is a British former child actor best known for his prominent roles in classic 1960s horror films, including his chilling performance in "Village of the Damned."
  • D. Ronald Stephens
    Ronald Stephens is a private individual known primarily as a relative of Wren Alexander Stephens.
  • E. Randall Stephens
    Randall Stephens is a fictional alias created by banker Andy Dufresne in the film "The Shawshank Redemption" to conceal and launder warden Samuel Norton's illicit funds.
  • 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: David Stephens
Triple: [Shallow Grave, hasCharacter, David Stephens]
Generated description
David Stephens is a central character in the 1994 British dark comedy thriller film "Shallow Grave," known for his increasingly unhinged behavior after he and his flatmates discover a dead tenant's cash-filled suitcase.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Stephens
Target entity description: David Stephens is a central character in the 1994 British dark comedy thriller film "Shallow Grave," known for his increasingly unhinged behavior after he and his flatmates discover a dead tenant's cash-filled suitcase.
  • A. Robert Stephens
    Robert Stephens is the anglicized name of Robert Estienne, a renowned 16th-century French printer and classical scholar noted for his critical editions of the Bible and Latin texts.
  • B. Robert Stephens
    Robert Stephens was a distinguished British stage and film actor, known for his work with the Royal National Theatre and roles in classic Shakespearean productions.
  • C. Martin Stephens
    Martin Stephens is a British former child actor best known for his prominent roles in classic 1960s horror films, including his chilling performance in "Village of the Damned."
  • D. Ronald Stephens
    Ronald Stephens is a private individual known primarily as a relative of Wren Alexander Stephens.
  • E. Randall Stephens
    Randall Stephens is a fictional alias created by banker Andy Dufresne in the film "The Shawshank Redemption" to conceal and launder warden Samuel Norton's illicit funds.
  • 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_69ca83e012288190a5771058adbaabd2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8e1dc208190aafe501374ffe65c completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d047fb3c148190b2e1a19d4f76b550 completed April 3, 2026, 11:06 p.m.
NEDg Description generation batch_69d049aab8a881909d55bea9d457818f completed April 3, 2026, 11:13 p.m.
NED2 Entity disambiguation (via description) batch_69d04a037ec48190abf97b518d1efab7 completed April 3, 2026, 11:15 p.m.
Created at: March 30, 2026, 7:19 p.m.