Triple

T7962048
Position Surface form Disambiguated ID Type / Status
Subject CyHi E184888 entity
Predicate notableSong P4 FINISHED
Object "So Appalled" (feature on Kanye West track)
"So Appalled" is a dark, opulent hip-hop track from Kanye West’s 2010 album *My Beautiful Dark Twisted Fantasy*, featuring verses from CyHi alongside several other prominent rappers.
 E703243 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" (feature on Kanye West track) | Statement: [CyHi, notableSong, "So Appalled" (feature on Kanye West track)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "So Appalled" (feature on Kanye West track)
Context triple: [CyHi, notableSong, "So Appalled" (feature on Kanye West track)]
  • A. It’s Over (feat. Kanye West)
    "It’s Over (feat. Kanye West)" is a collaborative hip-hop/R&B track featuring Kanye West, included on John Legend’s album *Evolver*.
  • B. Ain't That a Bitch
    "Ain't That a Bitch" is a track from Lil Wayne’s acclaimed album *Tha Carter*, showcasing his punchline-heavy Southern hip hop style.
  • C. Ruff Ryders' Anthem
    "Ruff Ryders' Anthem" is a landmark late-1990s hip-hop single by DMX, produced by Swizz Beatz, that became an iconic street anthem and breakout hit for both artist and producer.
  • D. Kanye West Sunday Service
    Kanye West Sunday Service is a gospel-focused musical collective and worship gathering led by Kanye West, known for its choir-driven reinterpretations of his songs and traditional spirituals.
  • E. "Fo Sheezy"
    "Fo Sheezy" is a track from Lil Wayne’s 2002 studio album *500 Degreez*, representative of his early Southern hip hop style.
  • 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" (feature on Kanye West track)
Triple: [CyHi, notableSong, "So Appalled" (feature on Kanye West track)]
Generated description
"So Appalled" is a dark, opulent hip-hop track from Kanye West’s 2010 album *My Beautiful Dark Twisted Fantasy*, featuring verses from CyHi alongside several other prominent rappers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "So Appalled" (feature on Kanye West track)
Target entity description: "So Appalled" is a dark, opulent hip-hop track from Kanye West’s 2010 album *My Beautiful Dark Twisted Fantasy*, featuring verses from CyHi alongside several other prominent rappers.
  • A. It’s Over (feat. Kanye West)
    "It’s Over (feat. Kanye West)" is a collaborative hip-hop/R&B track featuring Kanye West, included on John Legend’s album *Evolver*.
  • B. Ain't That a Bitch
    "Ain't That a Bitch" is a track from Lil Wayne’s acclaimed album *Tha Carter*, showcasing his punchline-heavy Southern hip hop style.
  • C. Ruff Ryders' Anthem
    "Ruff Ryders' Anthem" is a landmark late-1990s hip-hop single by DMX, produced by Swizz Beatz, that became an iconic street anthem and breakout hit for both artist and producer.
  • D. Kanye West Sunday Service
    Kanye West Sunday Service is a gospel-focused musical collective and worship gathering led by Kanye West, known for its choir-driven reinterpretations of his songs and traditional spirituals.
  • E. "Fo Sheezy"
    "Fo Sheezy" is a track from Lil Wayne’s 2002 studio album *500 Degreez*, representative of his early Southern hip hop style.
  • 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b9df72081908d33925da10192e9 completed March 31, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe08c36f48190b005c6c92ad813d0 completed March 31, 2026, 2:56 p.m.
NEDg Description generation batch_69cbe43b20148190ba9a4dd00a9f5862 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc3307ebd481908c1ec4b0be270a77 completed March 31, 2026, 8:48 p.m.
Created at: March 30, 2026, 5:12 p.m.