Triple

T12202460
Position Surface form Disambiguated ID Type / Status
Subject Sheek Louch E290750 entity
Predicate alsoKnownAs P39 FINISHED
Object Donnie G
Donnie G is an alias of Sheek Louch, an American rapper best known as a member of the hip hop group The LOX and co-founder of D-Block Records.
 E971617 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: Donnie G | Statement: [Sheek Louch, alsoKnownAs, Donnie G]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Donnie G
Context triple: [Sheek Louch, alsoKnownAs, Donnie G]
  • A. Donnie Dacus
    Donnie Dacus is an American guitarist, singer, and songwriter best known for his tenure with the rock band Chicago in the late 1970s.
  • B. Donnie Jones
    Donnie Jones is an American college basketball coach best known for his head coaching stints at programs such as Marshall University and the University of Central Florida.
  • C. Donnie
    Donnie is the nickname of Adonis Creed, the central boxer protagonist in the later films of the Rocky/Creed franchise.
  • D. Donnie
    Donnie is a diminutive given name, typically used as a familiar or affectionate form of names like Donna or Donald.
  • E. Donny
    Donny is a colloquial nickname for Doncaster Rovers Football Club, an English professional football team based in Doncaster, South Yorkshire.
  • 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: Donnie G
Triple: [Sheek Louch, alsoKnownAs, Donnie G]
Generated description
Donnie G is an alias of Sheek Louch, an American rapper best known as a member of the hip hop group The LOX and co-founder of D-Block Records.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Donnie G
Target entity description: Donnie G is an alias of Sheek Louch, an American rapper best known as a member of the hip hop group The LOX and co-founder of D-Block Records.
  • A. Donnie Dacus
    Donnie Dacus is an American guitarist, singer, and songwriter best known for his tenure with the rock band Chicago in the late 1970s.
  • B. Donnie Jones
    Donnie Jones is an American college basketball coach best known for his head coaching stints at programs such as Marshall University and the University of Central Florida.
  • C. Donnie
    Donnie is the nickname of Adonis Creed, the central boxer protagonist in the later films of the Rocky/Creed franchise.
  • D. Donnie
    Donnie is a diminutive given name, typically used as a familiar or affectionate form of names like Donna or Donald.
  • E. Donny
    Donny is a colloquial nickname for Doncaster Rovers Football Club, an English professional football team based in Doncaster, South Yorkshire.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c7b97408190a11ea37cc6edf18c completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a982e308190979245ac9643465a completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60bdbee288190991b08ae685bb401 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f610b8efe88190907e84247d9e8456 completed May 2, 2026, 2:56 p.m.
Created at: April 8, 2026, 9:51 p.m.