Triple

T7201792
Position Surface form Disambiguated ID Type / Status
Subject George Kelly Barnes E168762 entity
Predicate notableAlias P39 FINISHED
Object MGK
MGK, better known as George "Machine Gun" Kelly, was a notorious American gangster and Prohibition-era bootlegger famed for his involvement in high-profile kidnappings.
 E648802 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: MGK | Statement: [George Kelly Barnes, notableAlias, MGK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MGK
Context triple: [George Kelly Barnes, notableAlias, MGK]
  • A. Makaveli
    Makaveli is the alias used by influential American rapper Tupac Shakur, most notably for his posthumous album "The Don Killuminati: The 7 Day Theory."
  • B. MNEK
    MNEK is a British singer, songwriter, and record producer known for his work in pop and dance music, including collaborations with major artists and his own solo releases.
  • C. Tyga
    Tyga is an American rapper and songwriter known for hits like "Rack City" and his association with the Young Money Entertainment label.
  • D. G-Eazy
    G-Eazy is an American rapper and producer known for his slick, West Coast-influenced style and commercially successful albums like "These Things Happen" and "When It's Dark Out."
  • E. Gucci Mane
    Gucci Mane is an influential American rapper and trap music pioneer from Atlanta known for his prolific output and major impact on Southern hip hop.
  • 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: MGK
Triple: [George Kelly Barnes, notableAlias, MGK]
Generated description
MGK, better known as George "Machine Gun" Kelly, was a notorious American gangster and Prohibition-era bootlegger famed for his involvement in high-profile kidnappings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MGK
Target entity description: MGK, better known as George "Machine Gun" Kelly, was a notorious American gangster and Prohibition-era bootlegger famed for his involvement in high-profile kidnappings.
  • A. Makaveli
    Makaveli is the alias used by influential American rapper Tupac Shakur, most notably for his posthumous album "The Don Killuminati: The 7 Day Theory."
  • B. MNEK
    MNEK is a British singer, songwriter, and record producer known for his work in pop and dance music, including collaborations with major artists and his own solo releases.
  • C. Tyga
    Tyga is an American rapper and songwriter known for hits like "Rack City" and his association with the Young Money Entertainment label.
  • D. G-Eazy
    G-Eazy is an American rapper and producer known for his slick, West Coast-influenced style and commercially successful albums like "These Things Happen" and "When It's Dark Out."
  • E. Gucci Mane
    Gucci Mane is an influential American rapper and trap music pioneer from Atlanta known for his prolific output and major impact on Southern hip hop.
  • 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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e94971508190bb38184c9af2fe51 completed March 27, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfb0f4688190a677b818a0b3619c completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c09957d881909847e8bf3cf25b92 completed March 28, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7c123c4b48190a76fb869f7abc553 completed March 28, 2026, 11:53 a.m.
Created at: March 27, 2026, 2:52 p.m.