Triple

T20430025
Position Surface form Disambiguated ID Type / Status
Subject AFI E501105 entity
Predicate notableWork P4 FINISHED
Object The Art of Drowning
The Art of Drowning is a 2000 studio album by American punk rock band AFI that marked their transition toward a darker, more melodic hardcore sound and expanded their mainstream recognition.
E1431494 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 Art of Drowning | Statement: [AFI, notableWork, The Art of Drowning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Art of Drowning
Context triple: [AFI, notableWork, The Art of Drowning]
  • A. The Drowning
    The Drowning is a psychological thriller film in which Josh Charles plays a central role in a tense story about a psychiatrist confronted by a former patient from his past.
  • B. A Summer of Drowning
    A Summer of Drowning is a dark, atmospheric novel by Scottish writer John Burnside that blends psychological suspense with Nordic folklore on a remote Arctic island.
  • C. Ready for Drowning
    "Ready for Drowning" is a song by Welsh rock band Manic Street Preachers from their 1998 album *This Is My Truth Tell Me Yours*, noted for its atmospheric sound and politically charged lyrics.
  • D. The Drowner
    The Drowner is a crime novel by John D. MacDonald that blends suspense and psychological tension in a story of murder and moral ambiguity.
  • E. The Drowned and the Saved
    The Drowned and the Saved is Primo Levi’s final, reflective work of essays examining the moral, psychological, and historical complexities of the Holocaust and its survivors.
  • 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 Art of Drowning
Triple: [AFI, notableWork, The Art of Drowning]
Generated description
The Art of Drowning is a 2000 studio album by American punk rock band AFI that marked their transition toward a darker, more melodic hardcore sound and expanded their mainstream recognition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Art of Drowning
Target entity description: The Art of Drowning is a 2000 studio album by American punk rock band AFI that marked their transition toward a darker, more melodic hardcore sound and expanded their mainstream recognition.
  • A. The Drowning
    The Drowning is a psychological thriller film in which Josh Charles plays a central role in a tense story about a psychiatrist confronted by a former patient from his past.
  • B. A Summer of Drowning
    A Summer of Drowning is a dark, atmospheric novel by Scottish writer John Burnside that blends psychological suspense with Nordic folklore on a remote Arctic island.
  • C. Ready for Drowning
    "Ready for Drowning" is a song by Welsh rock band Manic Street Preachers from their 1998 album *This Is My Truth Tell Me Yours*, noted for its atmospheric sound and politically charged lyrics.
  • D. The Drowner
    The Drowner is a crime novel by John D. MacDonald that blends suspense and psychological tension in a story of murder and moral ambiguity.
  • E. The Drowned and the Saved
    The Drowned and the Saved is Primo Levi’s final, reflective work of essays examining the moral, psychological, and historical complexities of the Holocaust and its survivors.
  • 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_69e0b4aa68fc8190b1a14c55575ef04a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67bac39288190b294b291301ac843 completed April 20, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0883f2977c8190b8c98b5beec749c1 completed May 16, 2026, 2:49 p.m.
NEDg Description generation batch_6a0885caeb648190b07dd6dab576a9f8 completed May 16, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_6a08863ed9748190bd15713b2cfa61c0 completed May 16, 2026, 2:59 p.m.
Created at: April 16, 2026, 11:31 a.m.