Triple

T16633870
Position Surface form Disambiguated ID Type / Status
Subject Roxanne Hart E404147 entity
Predicate notableWork P4 FINISHED
Object Letters from a Killer
Letters from a Killer is a 1998 crime thriller film starring Patrick Swayze as a man wrongfully convicted of murder who becomes entangled in a deadly conspiracy after his release from prison.
E1224125 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: Letters from a Killer | Statement: [Roxanne Hart, notableWork, Letters from a Killer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Letters from a Killer
Context triple: [Roxanne Hart, notableWork, Letters from a Killer]
  • A. The Murderer
    The Murderer is a novel by Guyanese writer Roy Heath, known for its psychologically intense portrayal of a man's descent into obsession and violence in a Caribbean setting.
  • B. The Cold Heart of a Killer
    The Cold Heart of a Killer is a crime novel by Gerald W. Abrams, likely centered on a calculating murderer and the investigation surrounding their crimes.
  • C. The Child Killer
    The Child Killer is the nickname of Scottish serial murderer Robert Black, notorious for abducting, sexually assaulting, and killing young girls across the UK during the 1970s and 1980s.
  • D. The Murderer Next Door
    The Murderer Next Door is a true-crime psychology book by David M. Buss that explores the evolutionary and emotional roots of homicidal behavior in everyday people.
  • E. The Murderer Next Door
    The Murderer Next Door is a novel by Rafael Yglesias that delves into the psychological and moral complexities surrounding a shocking act of violence within an ordinary community.
  • 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: Letters from a Killer
Triple: [Roxanne Hart, notableWork, Letters from a Killer]
Generated description
Letters from a Killer is a 1998 crime thriller film starring Patrick Swayze as a man wrongfully convicted of murder who becomes entangled in a deadly conspiracy after his release from prison.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Letters from a Killer
Target entity description: Letters from a Killer is a 1998 crime thriller film starring Patrick Swayze as a man wrongfully convicted of murder who becomes entangled in a deadly conspiracy after his release from prison.
  • A. The Murderer
    The Murderer is a novel by Guyanese writer Roy Heath, known for its psychologically intense portrayal of a man's descent into obsession and violence in a Caribbean setting.
  • B. The Cold Heart of a Killer
    The Cold Heart of a Killer is a crime novel by Gerald W. Abrams, likely centered on a calculating murderer and the investigation surrounding their crimes.
  • C. The Child Killer
    The Child Killer is the nickname of Scottish serial murderer Robert Black, notorious for abducting, sexually assaulting, and killing young girls across the UK during the 1970s and 1980s.
  • D. The Murderer Next Door
    The Murderer Next Door is a true-crime psychology book by David M. Buss that explores the evolutionary and emotional roots of homicidal behavior in everyday people.
  • E. The Murderer Next Door
    The Murderer Next Door is a novel by Rafael Yglesias that delves into the psychological and moral complexities surrounding a shocking act of violence within an ordinary community.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e378e7d4a48190a9b4a14ecbb2a14b completed April 18, 2026, 12:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007dc05bd881909c6b2e0d95622aa1 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007e1909b88190ad2587b5d5433e2e completed May 10, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_6a007eda229c8190a6b99400141cf0b6 completed May 10, 2026, 12:49 p.m.
Created at: April 10, 2026, 5:17 a.m.