Triple

T6455632
Position Surface form Disambiguated ID Type / Status
Subject Young Thug E141986 entity
Predicate alsoKnownAs P39 FINISHED
Object Thugger
Thugger is the widely used nickname of Young Thug, an influential American rapper known for his unconventional vocal style and impact on modern hip-hop.
E593450 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: Thugger | Statement: [Young Thug, alsoKnownAs, Thugger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thugger
Context triple: [Young Thug, alsoKnownAs, Thugger]
  • A. Basher Tarr
    Basher Tarr is a skilled British explosives and munitions expert who serves as a key member of Danny Ocean’s heist crew in the Ocean’s film series.
  • B. Superthug
    "Superthug" is a 1998 hip-hop single by N.O.R.E. produced by The Neptunes, known for its distinctive minimalist beat and role in launching the producers' mainstream success.
  • C. Crowl
    Crowl is a surname that serves as a spelling variant of the more common family name Crowell.
  • D. Count Nefaria
    Count Nefaria is a powerful Marvel Comics supervillain, often depicted as a wealthy and ruthless crime lord who frequently battles the Avengers.
  • E. Mauger
    Mauger was a Norman nobleman of the Hauteville family, known as one of the lesser-documented members of the influential dynasty that played a key role in the conquest and governance of southern Italy and Sicily in the 11th century.
  • 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: Thugger
Triple: [Young Thug, alsoKnownAs, Thugger]
Generated description
Thugger is the widely used nickname of Young Thug, an influential American rapper known for his unconventional vocal style and impact on modern hip-hop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thugger
Target entity description: Thugger is the widely used nickname of Young Thug, an influential American rapper known for his unconventional vocal style and impact on modern hip-hop.
  • A. Basher Tarr
    Basher Tarr is a skilled British explosives and munitions expert who serves as a key member of Danny Ocean’s heist crew in the Ocean’s film series.
  • B. Superthug
    "Superthug" is a 1998 hip-hop single by N.O.R.E. produced by The Neptunes, known for its distinctive minimalist beat and role in launching the producers' mainstream success.
  • C. Crowl
    Crowl is a surname that serves as a spelling variant of the more common family name Crowell.
  • D. Count Nefaria
    Count Nefaria is a powerful Marvel Comics supervillain, often depicted as a wealthy and ruthless crime lord who frequently battles the Avengers.
  • E. Mauger
    Mauger was a Norman nobleman of the Hauteville family, known as one of the lesser-documented members of the influential dynasty that played a key role in the conquest and governance of southern Italy and Sicily in the 11th century.
  • 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_69c008d2f91c8190a8178767a35e08fc completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c069d4d588819090e8a56c46c0bfe9 completed March 22, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64bdc4e808190a7c24b963ab0aa30 completed March 27, 2026, 9:20 a.m.
NEDg Description generation batch_69c64ce18f6c8190910dcc2fc553328e completed March 27, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_69c64db784f08190b786c4de051ee527 completed March 27, 2026, 9:28 a.m.
Created at: March 22, 2026, 4:48 p.m.