Triple

T7442480
Position Surface form Disambiguated ID Type / Status
Subject Shaq Fu: Da Return E171787 entity
Predicate producer P490 FINISHED
Object Def Jef
Def Jef is an American hip hop artist and producer associated with the late 1980s and early 1990s West Coast rap scene.
 E665482 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: Def Jef | Statement: [Shaq Fu: Da Return, producer, Def Jef]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Def Jef
Context triple: [Shaq Fu: Da Return, producer, Def Jef]
  • A. Jef
    "Jef" is a melancholic chanson by Belgian singer-songwriter Jacques Brel that portrays compassion and solidarity toward a downtrodden friend.
  • B. Jeffe
    Jeffe is an alternative spelling variant of the given name Jeff, typically used as a personal name.
  • C. JEFF
    JEFF is the station code used by SEPTA for Jefferson Station, a major regional rail hub in Center City Philadelphia.
  • D. Teflon Don
    Teflon Don is a 2010 studio album by American rapper Rick Ross that helped solidify his reputation for luxurious, cinematic Southern hip hop.
  • E. Oddjob
    Oddjob is the iconic, silent henchman from the James Bond film "Goldfinger," known for his deadly steel-rimmed bowler hat and formidable physical strength.
  • 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: Def Jef
Triple: [Shaq Fu: Da Return, producer, Def Jef]
Generated description
Def Jef is an American hip hop artist and producer associated with the late 1980s and early 1990s West Coast rap scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Def Jef
Target entity description: Def Jef is an American hip hop artist and producer associated with the late 1980s and early 1990s West Coast rap scene.
  • A. Jef
    "Jef" is a melancholic chanson by Belgian singer-songwriter Jacques Brel that portrays compassion and solidarity toward a downtrodden friend.
  • B. Jeffe
    Jeffe is an alternative spelling variant of the given name Jeff, typically used as a personal name.
  • C. JEFF
    JEFF is the station code used by SEPTA for Jefferson Station, a major regional rail hub in Center City Philadelphia.
  • D. Teflon Don
    Teflon Don is a 2010 studio album by American rapper Rick Ross that helped solidify his reputation for luxurious, cinematic Southern hip hop.
  • E. Oddjob
    Oddjob is the iconic, silent henchman from the James Bond film "Goldfinger," known for his deadly steel-rimmed bowler hat and formidable physical strength.
  • 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_69c68a65402881908f7869368eb746fb completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f36d0fbc81908cb7cfe99f80de08 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8279c9cec8190bde450f845f7d0ea completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c828c8b0588190a5a99380dc25d837 completed March 28, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69c8296962b48190b9f5cc4a66b93b91 completed March 28, 2026, 7:18 p.m.
Created at: March 27, 2026, 3:13 p.m.