Triple

T18088186
Position Surface form Disambiguated ID Type / Status
Subject Andy Prieboy E432894 entity
Predicate creativeWork P18814 FINISHED
Object song "Psycho Ex"
"Psycho Ex" is a darkly humorous, narrative-driven song by American singer-songwriter Andy Prieboy that showcases his offbeat storytelling and theatrical pop-rock style.
 E1305103 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: song "Psycho Ex" | Statement: [Andy Prieboy, creativeWork, song "Psycho Ex"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: song "Psycho Ex"
Context triple: [Andy Prieboy, creativeWork, song "Psycho Ex"]
  • A. song "Am I a Psycho?"
    "Am I a Psycho?" is a dark, horrorcore-influenced hip hop track by Tech N9ne featuring B.o.B and Hopsin, known for its intense lyrics and psychological themes.
  • B. song “Hypnotic”
    The song “Hypnotic” is an R&B track by American singer Syleena Johnson, known for its smooth, soulful vocals and sensual, groove-driven production.
  • C. song "Stone Crazy"
    "Stone Crazy" is a renowned electric blues song by guitarist and singer Buddy Guy, celebrated for its intense guitar work and emotional vocal delivery.
  • D. song "Witchcraft"
    "Witchcraft" is a popular electronic dance track by the Australian drum and bass band Pendulum, featuring Rob Swire's distinctive vocals and production.
  • E. song "Kill Shit"
    "Kill Shit" is a breakout drill rap track by Chicago rapper G Herbo (then known as Lil Herb), widely recognized for helping launch his career alongside fellow rapper Lil Bibby.
  • 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: song "Psycho Ex"
Triple: [Andy Prieboy, creativeWork, song "Psycho Ex"]
Generated description
"Psycho Ex" is a darkly humorous, narrative-driven song by American singer-songwriter Andy Prieboy that showcases his offbeat storytelling and theatrical pop-rock style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: song "Psycho Ex"
Target entity description: "Psycho Ex" is a darkly humorous, narrative-driven song by American singer-songwriter Andy Prieboy that showcases his offbeat storytelling and theatrical pop-rock style.
  • A. song "Am I a Psycho?"
    "Am I a Psycho?" is a dark, horrorcore-influenced hip hop track by Tech N9ne featuring B.o.B and Hopsin, known for its intense lyrics and psychological themes.
  • B. song “Hypnotic”
    The song “Hypnotic” is an R&B track by American singer Syleena Johnson, known for its smooth, soulful vocals and sensual, groove-driven production.
  • C. song "Stone Crazy"
    "Stone Crazy" is a renowned electric blues song by guitarist and singer Buddy Guy, celebrated for its intense guitar work and emotional vocal delivery.
  • D. song "Witchcraft"
    "Witchcraft" is a popular electronic dance track by the Australian drum and bass band Pendulum, featuring Rob Swire's distinctive vocals and production.
  • E. song "Kill Shit"
    "Kill Shit" is a breakout drill rap track by Chicago rapper G Herbo (then known as Lil Herb), widely recognized for helping launch his career alongside fellow rapper Lil Bibby.
  • 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_69d8b907d05c819083cc3bd6021089e6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dd16234c8190b547e893a829d6c5 completed April 19, 2026, 1:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a035d9965e481909e02e97620c8be4e completed May 12, 2026, 5:04 p.m.
NEDg Description generation batch_6a0364cc67708190a335c1d48e001c57 completed May 12, 2026, 5:35 p.m.
NED2 Entity disambiguation (via description) batch_6a03652bf2708190b8e044b0ce01fff5 completed May 12, 2026, 5:36 p.m.
Created at: April 10, 2026, 10:27 a.m.