Triple

T683144
Position Surface form Disambiguated ID Type / Status
Subject Donda E13224 entity
Predicate hasPart P35 FINISHED
Object Believe What I Say
"Believe What I Say" is a soulful, introspective track by Kanye West that appears on his 2021 album *Donda*, notable for its prominent sampling of Lauryn Hill’s “Doo Wop (That Thing).
E95064 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: Believe What I Say | Statement: [Donda, hasPart, Believe What I Say]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Believe What I Say
Context triple: [Donda, hasPart, Believe What I Say]
  • A. They Say
    "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • B. What I Believe
    "What I Believe" is a non-fiction work by Leo Tolstoy in which he sets out his radical Christian anarchist philosophy, emphasizing nonviolence, love, and rejection of state and church authority.
  • C. She Believes in Me
    "She Believes in Me" is a popular country-pop ballad by Kenny Rogers about love, faith, and self-doubt that became one of his signature hits.
  • D. Say You, Say Me
    "Say You, Say Me" is a 1985 soft rock ballad by Lionel Richie that became a number-one hit and won the Academy Award for Best Original Song.
  • E. Say You Will
    "Say You Will" is the introspective opening track from Kanye West’s album 808s & Heartbreak, known for its minimalist production and emotionally raw lyrics.
  • 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: Believe What I Say
Triple: [Donda, hasPart, Believe What I Say]
Generated description
"Believe What I Say" is a soulful, introspective track by Kanye West that appears on his 2021 album *Donda*, notable for its prominent sampling of Lauryn Hill’s “Doo Wop (That Thing).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Believe What I Say
Target entity description: "Believe What I Say" is a soulful, introspective track by Kanye West that appears on his 2021 album *Donda*, notable for its prominent sampling of Lauryn Hill’s “Doo Wop (That Thing).
  • A. They Say
    "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • B. What I Believe
    "What I Believe" is a non-fiction work by Leo Tolstoy in which he sets out his radical Christian anarchist philosophy, emphasizing nonviolence, love, and rejection of state and church authority.
  • C. She Believes in Me
    "She Believes in Me" is a popular country-pop ballad by Kenny Rogers about love, faith, and self-doubt that became one of his signature hits.
  • D. Say You, Say Me
    "Say You, Say Me" is a 1985 soft rock ballad by Lionel Richie that became a number-one hit and won the Academy Award for Best Original Song.
  • E. Say You Will
    "Say You Will" is the introspective opening track from Kanye West’s album 808s & Heartbreak, known for its minimalist production and emotionally raw lyrics.
  • 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_69a4933e0f98819097d22766c49b61b8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a070d4c08190a510a8f9c1ae8076 completed March 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a68918e87c819085df25ee862ba836 completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a68d097d088190aa19d2857c6419c2 completed March 3, 2026, 7:26 a.m.
NED2 Entity disambiguation (via description) batch_69a6ce6e692081908a49b12729f59a84 completed March 3, 2026, 12:05 p.m.
Created at: March 1, 2026, 7:36 p.m.