Triple

T5159921
Position Surface form Disambiguated ID Type / Status
Subject Chicken-n-Beer E116410 entity
Predicate producer P490 FINISHED
Object Bigg D
Bigg D is a hip-hop and R&B music producer known for his work on Ludacris’s album "Chicken-n-Beer" and collaborations with various prominent artists.
 E497258 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: Bigg D | Statement: [Chicken-n-Beer, producer, Bigg D]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bigg D
Context triple: [Chicken-n-Beer, producer, Bigg D]
  • A. Polo G
    Polo G is an American rapper and songwriter known for his melodic drill-influenced style and introspective lyrics about street life and personal struggle.
  • B. Sheck Wes
    Sheck Wes is an American rapper and songwriter best known for his breakout hit single "Mo Bamba" and his association with Kanye West’s GOOD Music label.
  • C. 21 Savage
    21 Savage is a Grammy-winning Atlanta-based rapper known for his dark, minimalist trap sound and hit collaborations like "a lot" and "Bank Account."
  • D. A Boogie wit da Hoodie
    A Boogie wit da Hoodie is an American rapper, singer, and songwriter from the Bronx known for his melodic trap style and introspective lyrics.
  • E. Rishi Rich
    Rishi Rich is a British-Indian music producer and songwriter known for pioneering the Asian R&B and bhangra fusion sound in the UK music scene.
  • 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: Bigg D
Triple: [Chicken-n-Beer, producer, Bigg D]
Generated description
Bigg D is a hip-hop and R&B music producer known for his work on Ludacris’s album "Chicken-n-Beer" and collaborations with various prominent artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bigg D
Target entity description: Bigg D is a hip-hop and R&B music producer known for his work on Ludacris’s album "Chicken-n-Beer" and collaborations with various prominent artists.
  • A. Polo G
    Polo G is an American rapper and songwriter known for his melodic drill-influenced style and introspective lyrics about street life and personal struggle.
  • B. Sheck Wes
    Sheck Wes is an American rapper and songwriter best known for his breakout hit single "Mo Bamba" and his association with Kanye West’s GOOD Music label.
  • C. 21 Savage
    21 Savage is a Grammy-winning Atlanta-based rapper known for his dark, minimalist trap sound and hit collaborations like "a lot" and "Bank Account."
  • D. A Boogie wit da Hoodie
    A Boogie wit da Hoodie is an American rapper, singer, and songwriter from the Bronx known for his melodic trap style and introspective lyrics.
  • E. Rishi Rich
    Rishi Rich is a British-Indian music producer and songwriter known for pioneering the Asian R&B and bhangra fusion sound in the UK music scene.
  • 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_69bd445edb3881909b93b34d260717fc completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd790613bc819084765cd4ea648dc9 completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed01ce48081908813348b762bf1b0 completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed08b4acc819096e7fd2fd9dbc73a completed March 21, 2026, 5:08 p.m.
NED2 Entity disambiguation (via description) batch_69bed103a1088190abca6e7d1fbd9c2b completed March 21, 2026, 5:10 p.m.
Created at: March 20, 2026, 1:44 p.m.