Triple

T16622175
Position Surface form Disambiguated ID Type / Status
Subject Daniel Stewart E403860 entity
Predicate notableWork P4 FINISHED
Object Death Train
Death Train is a thriller novel best known for its high-stakes plot involving a deadly weapon being transported by rail, written by Daniel Stewart.
E1225057 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: Death Train | Statement: [Daniel Stewart, notableWork, Death Train]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Death Train
Context triple: [Daniel Stewart, notableWork, Death Train]
  • A. Train Wreck
    "Train Wreck" is a song by the British singer-songwriter Afterglow, known for its emotionally charged lyrics and melodic alternative rock sound.
  • B. Last Train
    "Last Train" is a British television drama series, also known as "Cruel Earth," about a group of train passengers who awaken from suspended animation to find a post-apocalyptic future.
  • C. Derailed
    Derailed is a 2005 crime thriller film starring Clive Owen and Jennifer Aniston, centered on a blackmail scheme that unfolds after an attempted extramarital affair.
  • D. The Train
    The Train is a 1964 World War II thriller film, directed by John Frankenheimer and co-written by Franklin Coen, about French Resistance fighters trying to stop Nazis from transporting stolen art out of France.
  • E. The Train
    "The Train" is a song featured on the soundtrack album for the film "Idlewild," associated with the hip hop duo OutKast.
  • 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: Death Train
Triple: [Daniel Stewart, notableWork, Death Train]
Generated description
Death Train is a thriller novel best known for its high-stakes plot involving a deadly weapon being transported by rail, written by Daniel Stewart.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Death Train
Target entity description: Death Train is a thriller novel best known for its high-stakes plot involving a deadly weapon being transported by rail, written by Daniel Stewart.
  • A. Train Wreck
    "Train Wreck" is a song by the British singer-songwriter Afterglow, known for its emotionally charged lyrics and melodic alternative rock sound.
  • B. Last Train
    "Last Train" is a British television drama series, also known as "Cruel Earth," about a group of train passengers who awaken from suspended animation to find a post-apocalyptic future.
  • C. Derailed
    Derailed is a 2005 crime thriller film starring Clive Owen and Jennifer Aniston, centered on a blackmail scheme that unfolds after an attempted extramarital affair.
  • D. The Train
    The Train is a 1964 World War II thriller film, directed by John Frankenheimer and co-written by Franklin Coen, about French Resistance fighters trying to stop Nazis from transporting stolen art out of France.
  • E. The Train
    "The Train" is a song featured on the soundtrack album for the film "Idlewild," associated with the hip hop duo OutKast.
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3754e80ec8190b3c66b33dbc7463c completed April 18, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007db27f788190a3c57b7ea8a8a9c6 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007eaca31081909cc81e73af61f2f0 completed May 10, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_6a007fde282c81909c9e7b210dd6e715 completed May 10, 2026, 12:53 p.m.
Created at: April 10, 2026, 5:17 a.m.