Triple

T660924
Position Surface form Disambiguated ID Type / Status
Subject My Beautiful Dark Twisted Fantasy E11752 entity
Predicate hasPart P35 FINISHED
Object So Appalled
"So Appalled" is a dark, collaborative hip-hop track by Kanye West featuring multiple guest rappers, known for its moody production and cynical, introspective lyrics.
 E82633 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: So Appalled | Statement: [My Beautiful Dark Twisted Fantasy, hasPart, So Appalled]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: So Appalled
Context triple: [My Beautiful Dark Twisted Fantasy, hasPart, So Appalled]
  • A. Unashamed
    "Unashamed" is a song by Whitney Houston from her 2002 studio album "Just Whitney."
  • B. Obsessed
    Obsessed is a 2009 psychological thriller film starring Idris Elba, Beyoncé, and Ali Larter about a successful executive whose life unravels when a temp employee becomes dangerously fixated on him.
  • C. The Pleased
    The Pleased was an indie rock band from San Francisco known for featuring harpist-singer-songwriter Joanna Newsom as a member early in her career.
  • D. If Not Higher
    "If Not Higher" is a classic Yiddish short story by I. L. Peretz that gently satirizes religious hypocrisy while celebrating genuine piety and compassion.
  • E. Shut Up
    "Shut Up" is a 2003 pop and R&B-influenced single by the Black Eyed Peas that became one of their early international hits.
  • 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: So Appalled
Triple: [My Beautiful Dark Twisted Fantasy, hasPart, So Appalled]
Generated description
"So Appalled" is a dark, collaborative hip-hop track by Kanye West featuring multiple guest rappers, known for its moody production and cynical, introspective lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: So Appalled
Target entity description: "So Appalled" is a dark, collaborative hip-hop track by Kanye West featuring multiple guest rappers, known for its moody production and cynical, introspective lyrics.
  • A. Unashamed
    "Unashamed" is a song by Whitney Houston from her 2002 studio album "Just Whitney."
  • B. Obsessed
    Obsessed is a 2009 psychological thriller film starring Idris Elba, Beyoncé, and Ali Larter about a successful executive whose life unravels when a temp employee becomes dangerously fixated on him.
  • C. The Pleased
    The Pleased was an indie rock band from San Francisco known for featuring harpist-singer-songwriter Joanna Newsom as a member early in her career.
  • D. If Not Higher
    "If Not Higher" is a classic Yiddish short story by I. L. Peretz that gently satirizes religious hypocrisy while celebrating genuine piety and compassion.
  • E. Shut Up
    "Shut Up" is a 2003 pop and R&B-influenced single by the Black Eyed Peas that became one of their early international hits.
  • 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_69a4932862a0819098be659c814e4981 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49fa954988190841740a587ace466 completed March 1, 2026, 8:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c3963c588190b7116f3f7aad2687 completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c47442188190b26b31f2901478a1 completed March 2, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_69a5ce7f2b6881909f6c657f8b9c5347 completed March 2, 2026, 5:53 p.m.
Created at: March 1, 2026, 7:36 p.m.