Triple

T773335
Position Surface form Disambiguated ID Type / Status
Subject George "Machine Gun" Kelly E16331 entity
Predicate alias P39 FINISHED
Object Machine Gun Kelly
Machine Gun Kelly was a notorious American gangster and bootlegger of the Prohibition era, best known for his involvement in kidnappings and his reputation as a machine gun–wielding criminal.
 E92288 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: Machine Gun Kelly | Statement: [George "Machine Gun" Kelly, alias, Machine Gun Kelly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Machine Gun Kelly
Context triple: [George "Machine Gun" Kelly, alias, Machine Gun Kelly]
  • A. Kid Rock
    Kid Rock is an American musician known for blending rock, hip hop, and country influences in his music and for his outspoken, often controversial public persona.
  • B. Ludacris
    Ludacris is an American rapper, actor, and entrepreneur known for his witty Southern hip hop style and roles in the Fast & Furious film franchise.
  • C. Nelly
    Nelly is an American rapper, singer, and songwriter known for early-2000s hits like "Hot in Herre" and "Dilemma."
  • D. Lil Wayne
    Lil Wayne is a Grammy-winning American rapper, singer, and songwriter known for his influential role in hip-hop and prolific output since the late 1990s.
  • E. Nick Cannon
    Nick Cannon is an American television host, comedian, actor, rapper, and producer known for shows like "Wild 'N Out" and "America's Got Talent."
  • 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: Machine Gun Kelly
Triple: [George "Machine Gun" Kelly, alias, Machine Gun Kelly]
Generated description
Machine Gun Kelly was a notorious American gangster and bootlegger of the Prohibition era, best known for his involvement in kidnappings and his reputation as a machine gun–wielding criminal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Machine Gun Kelly
Target entity description: Machine Gun Kelly was a notorious American gangster and bootlegger of the Prohibition era, best known for his involvement in kidnappings and his reputation as a machine gun–wielding criminal.
  • A. Kid Rock
    Kid Rock is an American musician known for blending rock, hip hop, and country influences in his music and for his outspoken, often controversial public persona.
  • B. Ludacris
    Ludacris is an American rapper, actor, and entrepreneur known for his witty Southern hip hop style and roles in the Fast & Furious film franchise.
  • C. Nelly
    Nelly is an American rapper, singer, and songwriter known for early-2000s hits like "Hot in Herre" and "Dilemma."
  • D. Lil Wayne
    Lil Wayne is a Grammy-winning American rapper, singer, and songwriter known for his influential role in hip-hop and prolific output since the late 1990s.
  • E. Nick Cannon
    Nick Cannon is an American television host, comedian, actor, rapper, and producer known for shows like "Wild 'N Out" and "America's Got Talent."
  • 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_69a49369a0848190af883934cee3db4c completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a72eda6c81908205ae5a1e05cc20 completed March 1, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69a66d9b8b308190b19378e797f499b1 completed March 3, 2026, 5:11 a.m.
NEDg Description generation batch_69a66f2fb9a081908de794b20b6451b6 completed March 3, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69a66fcc9208819082e7fd20f991622c completed March 3, 2026, 5:21 a.m.
Created at: March 1, 2026, 7:37 p.m.