Triple

T3139328
Position Surface form Disambiguated ID Type / Status
Subject Mr. DJ E65605 entity
Predicate alsoKnownAs P39 FINISHED
Object David Sheats
David Sheats, better known as Mr. DJ, is an American hip hop producer and DJ best known for his work with the Atlanta rap duo Outkast.
 E332377 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 Sheats | Statement: [Mr. DJ, alsoKnownAs, David Sheats]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Sheats
Context triple: [Mr. DJ, alsoKnownAs, David Sheats]
  • A. Peter Scolari
    Peter Scolari was an American actor best known for his comedic and character roles on television series such as "Bosom Buddies" and "Newhart."
  • B. Alejandro Gillick
    Alejandro Gillick is a mysterious and ruthless former prosecutor turned covert operative who serves as a key enforcer in the Sicario film series.
  • C. David Valdes
    David Valdes is an American film producer known for his work on major Hollywood productions, including collaborations with directors like Clint Eastwood and films such as "The Green Mile" and "Unforgiven."
  • D. Miquel Àngel Trappé
    Miquel Àngel Trappé is a film editor known for his work on the 2010 crime drama "The Killer Inside Me."
  • E. Giovanni Savarese
    Giovanni Savarese is a Venezuelan former professional footballer and manager best known for his successful tenure as head coach in Major League Soccer.
  • 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 Sheats
Triple: [Mr. DJ, alsoKnownAs, David Sheats]
Generated description
David Sheats, better known as Mr. DJ, is an American hip hop producer and DJ best known for his work with the Atlanta rap duo Outkast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Sheats
Target entity description: David Sheats, better known as Mr. DJ, is an American hip hop producer and DJ best known for his work with the Atlanta rap duo Outkast.
  • A. Peter Scolari
    Peter Scolari was an American actor best known for his comedic and character roles on television series such as "Bosom Buddies" and "Newhart."
  • B. Alejandro Gillick
    Alejandro Gillick is a mysterious and ruthless former prosecutor turned covert operative who serves as a key enforcer in the Sicario film series.
  • C. David Valdes
    David Valdes is an American film producer known for his work on major Hollywood productions, including collaborations with directors like Clint Eastwood and films such as "The Green Mile" and "Unforgiven."
  • D. Miquel Àngel Trappé
    Miquel Àngel Trappé is a film editor known for his work on the 2010 crime drama "The Killer Inside Me."
  • E. Giovanni Savarese
    Giovanni Savarese is a Venezuelan former professional footballer and manager best known for his successful tenure as head coach in Major League Soccer.
  • 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_69ad8582f564819088c27e1f96153938 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada575bbac81909b1b95126f488809 completed March 8, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b224e11c508190b69c16dfb5313fc2 completed March 12, 2026, 2:28 a.m.
NEDg Description generation batch_69b22534ce008190b3870460b6542a50 completed March 12, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69b22903b428819083af822577861a6b completed March 12, 2026, 2:46 a.m.
Created at: March 8, 2026, 3:05 p.m.