Triple

T22576082
Position Surface form Disambiguated ID Type / Status
Subject Ski Beatz E544399 entity
Predicate birthName P65 FINISHED
Object David Willis
David Willis, better known as Ski Beatz, is an American hip-hop record producer recognized for his influential work with artists like Jay-Z and Camp Lo.
 E1563318 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: David Willis | Statement: [Ski Beatz, birthName, David Willis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Willis
Context triple: [Ski Beatz, birthName, David Willis]
  • A. David Willis
    David Willis is a film producer best known for his work on the crime-comedy movie "The Whole Nine Yards."
  • B. Dave Willis
    Dave Willis is an American writer, voice actor, and producer best known for co-creating the Adult Swim animated series Aqua Teen Hunger Force and other surreal comedy shows.
  • C. Willie Emerson
    Willie Emerson is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Emerson.
  • D. James Wells
    James Wells was the father of pioneering African American journalist and civil rights activist Ida B. Wells.
  • E. Ben Willis
    Ben Willis is the protagonist of the film "Cashback," an art student who discovers he can stop time and uses this ability to explore beauty, memory, and his own emotional struggles.
  • 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: David Willis
Triple: [Ski Beatz, birthName, David Willis]
Generated description
David Willis, better known as Ski Beatz, is an American hip-hop record producer recognized for his influential work with artists like Jay-Z and Camp Lo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Willis
Target entity description: David Willis, better known as Ski Beatz, is an American hip-hop record producer recognized for his influential work with artists like Jay-Z and Camp Lo.
  • A. David Willis
    David Willis is a film producer best known for his work on the crime-comedy movie "The Whole Nine Yards."
  • B. Dave Willis
    Dave Willis is an American writer, voice actor, and producer best known for co-creating the Adult Swim animated series Aqua Teen Hunger Force and other surreal comedy shows.
  • C. Willie Emerson
    Willie Emerson is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Emerson.
  • D. James Wells
    James Wells was the father of pioneering African American journalist and civil rights activist Ida B. Wells.
  • E. Ben Willis
    Ben Willis is the protagonist of the film "Cashback," an art student who discovers he can stop time and uses this ability to explore beauty, memory, and his own emotional struggles.
  • 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_69e11e30d05481909df915354c89f0d6 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f15fecf1c8819091a05f2a1b93ca8a completed April 29, 2026, 1:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bc9ff91a48190b7624101a8bcba09 completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bcba2bcac8190a730b46d7f6ca04a completed May 19, 2026, 2:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcc033e7481908a5447dcb888828a completed May 19, 2026, 2:33 a.m.
Created at: April 16, 2026, 8:53 p.m.