Triple

T12238913
Position Surface form Disambiguated ID Type / Status
Subject Jesse Shatkin E291675 entity
Predicate notableWork P4 FINISHED
Object Perfect Illusion
"Perfect Illusion" is a 2016 dance-pop single by Lady Gaga, co-written and produced with collaborators including Jesse Shatkin, known for its raw vocal delivery and themes of heartbreak and disillusionment.
E970920 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: Perfect Illusion | Statement: [Jesse Shatkin, notableWork, Perfect Illusion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Perfect Illusion
Context triple: [Jesse Shatkin, notableWork, Perfect Illusion]
  • A. Just an Illusion
    "Just an Illusion" is a 1982 synth-funk and post-disco hit by the British band Imagination, known for its smooth groove, atmospheric production, and enduring popularity in dance and R&B circles.
  • B. Deadly Illusion
    Deadly Illusion is a 1987 neo-noir thriller film starring Michael Wilding Jr. as a private detective entangled in a dangerous web of deception and murder.
  • C. Use Your Illusion II
    Use Your Illusion II is a 1991 hard rock album by Guns N' Roses, known for hits like "Civil War," "You Could Be Mine," and their cover of "Knockin' on Heaven's Door."
  • D. Crystal Illusions
    "Crystal Illusions" is a 1969 studio album by Sérgio Mendes & Brasil '66 that blends Brazilian bossa nova, pop, and jazz influences into lush, orchestrated arrangements.
  • E. Illusions
    "Illusions" is a jazz album by Franco-Lebanese trumpeter and composer Ibrahim Maalouf, known for its blend of Middle Eastern influences, improvisation, and cinematic arrangements.
  • 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: Perfect Illusion
Triple: [Jesse Shatkin, notableWork, Perfect Illusion]
Generated description
"Perfect Illusion" is a 2016 dance-pop single by Lady Gaga, co-written and produced with collaborators including Jesse Shatkin, known for its raw vocal delivery and themes of heartbreak and disillusionment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Perfect Illusion
Target entity description: "Perfect Illusion" is a 2016 dance-pop single by Lady Gaga, co-written and produced with collaborators including Jesse Shatkin, known for its raw vocal delivery and themes of heartbreak and disillusionment.
  • A. Just an Illusion
    "Just an Illusion" is a 1982 synth-funk and post-disco hit by the British band Imagination, known for its smooth groove, atmospheric production, and enduring popularity in dance and R&B circles.
  • B. Deadly Illusion
    Deadly Illusion is a 1987 neo-noir thriller film starring Michael Wilding Jr. as a private detective entangled in a dangerous web of deception and murder.
  • C. Use Your Illusion II
    Use Your Illusion II is a 1991 hard rock album by Guns N' Roses, known for hits like "Civil War," "You Could Be Mine," and their cover of "Knockin' on Heaven's Door."
  • D. Crystal Illusions
    "Crystal Illusions" is a 1969 studio album by Sérgio Mendes & Brasil '66 that blends Brazilian bossa nova, pop, and jazz influences into lush, orchestrated arrangements.
  • E. Illusions
    "Illusions" is a smooth R&B track by Babyface featured on his 1993 album "For the Cool in You."
  • 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_69d6ab67950c8190be08450a06228c4b completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cb45340819093365f8efdf85f75 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ab3ae2481908f65d8ac61a6b2e4 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bdd8d508190813178ff4c77afcf completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c67c680819087630d190d0a008f completed May 2, 2026, 2:38 p.m.
Created at: April 8, 2026, 9:51 p.m.