Triple

T3563374
Position Surface form Disambiguated ID Type / Status
Subject Tha Last Meal E75388 entity
Predicate producer P490 FINISHED
Object Fredwreck
Fredwreck is an American hip hop record producer and DJ known for his work with prominent West Coast rap artists and on numerous major rap albums.
 E369158 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: Fredwreck | Statement: [Tha Last Meal, producer, Fredwreck]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fredwreck
Context triple: [Tha Last Meal, producer, Fredwreck]
  • A. Fredro Starr
    Fredro Starr is an American rapper and actor best known as a member of the hip hop group Onyx and for his roles in film and television during the 1990s and 2000s.
  • B. Falz
    Falz is a Nigerian rapper, actor, and songwriter known for his witty lyrics, social commentary, and fusion of hip-hop with Afrobeats and highlife.
  • C. Big Wiz
    Big Wiz is the popular moniker of Nigerian singer and global Afrobeats star Wizkid.
  • D. RJD2
    RJD2 is an American producer and DJ known for his eclectic, sample-based instrumental hip hop and electronic music, including the track used as the opening theme for the TV series "Mad Men."
  • E. Freuchie
    Freuchie is a small village in the Kingdom of Fife, Scotland, known for its rural character and historic cricket club.
  • 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: Fredwreck
Triple: [Tha Last Meal, producer, Fredwreck]
Generated description
Fredwreck is an American hip hop record producer and DJ known for his work with prominent West Coast rap artists and on numerous major rap albums.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fredwreck
Target entity description: Fredwreck is an American hip hop record producer and DJ known for his work with prominent West Coast rap artists and on numerous major rap albums.
  • A. Fredro Starr
    Fredro Starr is an American rapper and actor best known as a member of the hip hop group Onyx and for his roles in film and television during the 1990s and 2000s.
  • B. Falz
    Falz is a Nigerian rapper, actor, and songwriter known for his witty lyrics, social commentary, and fusion of hip-hop with Afrobeats and highlife.
  • C. Big Wiz
    Big Wiz is the popular moniker of Nigerian singer and global Afrobeats star Wizkid.
  • D. RJD2
    RJD2 is an American producer and DJ known for his eclectic, sample-based instrumental hip hop and electronic music, including the track used as the opening theme for the TV series "Mad Men."
  • E. Freuchie
    Freuchie is a small village in the Kingdom of Fife, Scotland, known for its rural character and historic cricket club.
  • 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_69ad85d45090819086f34fb85d850a1e completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc0a60e6c8190a3c3ddae5b6ded54 completed March 8, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bba5ccf8819090027c445a1fd458 completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bd0d41c481909f76b2688f89c82f completed March 13, 2026, 7:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3f5adac0481908b9053585c317be0 completed March 13, 2026, 11:31 a.m.
Created at: March 8, 2026, 3:21 p.m.