Triple

T1654058
Position Surface form Disambiguated ID Type / Status
Subject Quavo E35757 entity
Predicate birthName P65 FINISHED
Object Quavious Keyate Marshall
Quavious Keyate Marshall is an American rapper, singer, and songwriter best known as Quavo, a member of the hip-hop trio Migos and a prominent figure in modern trap music.
 E199292 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: Quavious Keyate Marshall | Statement: [Quavo, birthName, Quavious Keyate Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Quavious Keyate Marshall
Context triple: [Quavo, birthName, Quavious Keyate Marshall]
  • A. Akeem Browder
    Akeem Browder is an American activist and advocate for criminal justice reform, known for his work following the wrongful incarceration and tragic death of his younger brother, Kalief Browder.
  • B. Betnijah Laney
    Betnijah Laney is an American professional basketball player and WNBA All-Star known for her two-way play and scoring versatility on the wing.
  • C. Jamaal Myers
    Jamaal Myers is a Canadian politician who serves as the chair of Toronto’s public transit agency and a member of Toronto City Council.
  • D. Karriem Riggins
    Karriem Riggins is an American jazz drummer and hip-hop producer known for his genre-blending work with artists such as Common, J Dilla, and Erykah Badu.
  • E. Calvin Brown
    Calvin Brown is a music producer known for his work with the artist King of Stage.
  • 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: Quavious Keyate Marshall
Triple: [Quavo, birthName, Quavious Keyate Marshall]
Generated description
Quavious Keyate Marshall is an American rapper, singer, and songwriter best known as Quavo, a member of the hip-hop trio Migos and a prominent figure in modern trap music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Quavious Keyate Marshall
Target entity description: Quavious Keyate Marshall is an American rapper, singer, and songwriter best known as Quavo, a member of the hip-hop trio Migos and a prominent figure in modern trap music.
  • A. Akeem Browder
    Akeem Browder is an American activist and advocate for criminal justice reform, known for his work following the wrongful incarceration and tragic death of his younger brother, Kalief Browder.
  • B. Betnijah Laney
    Betnijah Laney is an American professional basketball player and WNBA All-Star known for her two-way play and scoring versatility on the wing.
  • C. Jamaal Myers
    Jamaal Myers is a Canadian politician who serves as the chair of Toronto’s public transit agency and a member of Toronto City Council.
  • D. Karriem Riggins
    Karriem Riggins is an American jazz drummer and hip-hop producer known for his genre-blending work with artists such as Common, J Dilla, and Erykah Badu.
  • E. Calvin Brown
    Calvin Brown is a music producer known for his work with the artist King of Stage.
  • 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_69a8860568888190a32cd9f70acbba42 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a8a080c8190b6913d6830d74526 completed March 5, 2026, 4:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada972c92c8190b5c69cd9223ad0f6 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adae972d1081909cd13e8220c3ccc6 completed March 8, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_69adaf9d042481909dbd54d9e04e444e completed March 8, 2026, 5:19 p.m.
Created at: March 4, 2026, 7:29 p.m.