Triple

T16411300
Position Surface form Disambiguated ID Type / Status
Subject Waka Flocka Flame E398571 entity
Predicate birthName P65 FINISHED
Object Juaquin James Malphurs
Juaquin James Malphurs is an American rapper better known by his stage name Waka Flocka Flame, recognized for his energetic Southern hip hop style and hits like "No Hands."
 E1211997 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: Juaquin James Malphurs | Statement: [Waka Flocka Flame, birthName, Juaquin James Malphurs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Juaquin James Malphurs
Context triple: [Waka Flocka Flame, birthName, Juaquin James Malphurs]
  • A. Hosea Chanchez
    Hosea Chanchez is an American actor best known for his role as Malik Wright on the television series "The Game."
  • B. Xavier Garza
    Xavier Garza is a Mexican American author and illustrator known for his bilingual children’s books and stories that draw on Chicano culture, folklore, and everyday life in South Texas.
  • C. Alexander DeLeon
    Alexander DeLeon is an American singer and songwriter best known as the lead vocalist of the rock band The Cab.
  • D. Cyrus Garza
    Cyrus Garza is a fictional former U.S. Supreme Court justice who becomes a maverick defense attorney in the television series "Outlaw."
  • E. Matthew Saldivar
    Matthew Saldivar is an American stage actor best known for his work in Broadway musicals and plays.
  • 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: Juaquin James Malphurs
Triple: [Waka Flocka Flame, birthName, Juaquin James Malphurs]
Generated description
Juaquin James Malphurs is an American rapper better known by his stage name Waka Flocka Flame, recognized for his energetic Southern hip hop style and hits like "No Hands."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Juaquin James Malphurs
Target entity description: Juaquin James Malphurs is an American rapper better known by his stage name Waka Flocka Flame, recognized for his energetic Southern hip hop style and hits like "No Hands."
  • A. Hosea Chanchez
    Hosea Chanchez is an American actor best known for his role as Malik Wright on the television series "The Game."
  • B. Xavier Garza
    Xavier Garza is a Mexican American author and illustrator known for his bilingual children’s books and stories that draw on Chicano culture, folklore, and everyday life in South Texas.
  • C. Alexander DeLeon
    Alexander DeLeon is an American singer and songwriter best known as the lead vocalist of the rock band The Cab.
  • D. Cyrus Garza
    Cyrus Garza is a fictional former U.S. Supreme Court justice who becomes a maverick defense attorney in the television series "Outlaw."
  • E. Matthew Saldivar
    Matthew Saldivar is an American stage actor best known for his work in Broadway musicals and plays.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32874a0cc8190874aea10b1d13004 completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c66d41481909340f247f6e5393f completed May 10, 2026, 8:05 a.m.
NEDg Description generation batch_6a003f2971bc819099f9b6800885bb5f completed May 10, 2026, 8:17 a.m.
NED2 Entity disambiguation (via description) batch_6a003ff96b3081909bcef37c77c0c5b1 completed May 10, 2026, 8:21 a.m.
Created at: April 10, 2026, 5:09 a.m.