Triple

T683176
Position Surface form Disambiguated ID Type / Status
Subject Donda E13224 entity
Predicate featuresArtist P1952 FINISHED
Object Don Toliver
Don Toliver is an American rapper and singer known for his melodic trap style and collaborations with major artists like Travis Scott and Kanye West.
 E94225 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: Don Toliver | Statement: [Donda, featuresArtist, Don Toliver]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Don Toliver
Context triple: [Donda, featuresArtist, Don Toliver]
  • A. Lil Durk
    Lil Durk is an American rapper and singer from Chicago known for his melodic drill style and as a leading figure in the modern hip-hop scene.
  • B. Sheck Wes
    Sheck Wes is an American rapper and songwriter best known for his breakout hit single "Mo Bamba" and his association with Kanye West’s GOOD Music label.
  • C. Aminé
    Aminé is an American rapper, singer, and songwriter known for his breakout hit "Caroline" and his eclectic, melodic approach to hip-hop.
  • D. Jon Bellion
    Jon Bellion is an American singer, songwriter, rapper, and producer known for his genre-blending pop and hip-hop sound and for writing and producing hits for both himself and other major artists.
  • E. Travis Scott
    Travis Scott is an American rapper, singer, songwriter, and producer known for his atmospheric, genre-blending hip-hop and high-energy live performances.
  • 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: Don Toliver
Triple: [Donda, featuresArtist, Don Toliver]
Generated description
Don Toliver is an American rapper and singer known for his melodic trap style and collaborations with major artists like Travis Scott and Kanye West.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Don Toliver
Target entity description: Don Toliver is an American rapper and singer known for his melodic trap style and collaborations with major artists like Travis Scott and Kanye West.
  • A. Lil Durk
    Lil Durk is an American rapper and singer from Chicago known for his melodic drill style and as a leading figure in the modern hip-hop scene.
  • B. Sheck Wes
    Sheck Wes is an American rapper and songwriter best known for his breakout hit single "Mo Bamba" and his association with Kanye West’s GOOD Music label.
  • C. Aminé
    Aminé is an American rapper, singer, and songwriter known for his breakout hit "Caroline" and his eclectic, melodic approach to hip-hop.
  • D. Jon Bellion
    Jon Bellion is an American singer, songwriter, rapper, and producer known for his genre-blending pop and hip-hop sound and for writing and producing hits for both himself and other major artists.
  • E. Travis Scott
    Travis Scott is an American rapper, singer, songwriter, and producer known for his atmospheric, genre-blending hip-hop and high-energy live performances.
  • 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_69a67ef349588190b2d4f6177a2f335e completed March 3, 2026, 6:25 a.m.
NEDg Description generation batch_69a67f5a246481908bde953b245a6b5e completed March 3, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_69a6808fe5748190b95959ee23ee6241 completed March 3, 2026, 6:32 a.m.
Created at: March 1, 2026, 7:36 p.m.