Triple

T15409109
Position Surface form Disambiguated ID Type / Status
Subject B.M.F. (Blowin' Money Fast) E368535 entity
Predicate inspiredBy P9 FINISHED
Object Black Mafia Family
Black Mafia Family was a notorious American drug trafficking and money laundering organization that rose to prominence in the late 1990s and early 2000s, later becoming a prominent subject in hip-hop culture and media.
E1154161 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: Black Mafia Family | Statement: [B.M.F. (Blowin' Money Fast), inspiredBy, Black Mafia Family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Mafia Family
Context triple: [B.M.F. (Blowin' Money Fast), inspiredBy, Black Mafia Family]
  • A. Rock Mafia
    Rock Mafia is an American record production and songwriting team known for crafting pop and rock hits for artists such as Selena Gomez and Miley Cyrus.
  • B. Green Gang
    The Green Gang was a powerful Chinese criminal organization based in Shanghai that wielded significant political influence in the early 20th century through its ties to nationalist leaders and involvement in organized crime.
  • C. Mongoose Gang
    The Mongoose Gang was a notorious paramilitary group in Grenada known for violently suppressing political opposition during Eric Gairy’s rule.
  • D. Sucker M.C.'s
    "Sucker M.C.'s" is an influential early hip-hop track by Run-D.M.C. that helped define the sound and style of hardcore rap in the 1980s.
  • E. Charlie Croker's crew
    Charlie Croker's crew is the expert team of thieves and specialists assembled by Charlie Croker to execute high-stakes heists in the film "The Italian Job."
  • 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: Black Mafia Family
Triple: [B.M.F. (Blowin' Money Fast), inspiredBy, Black Mafia Family]
Generated description
Black Mafia Family was a notorious American drug trafficking and money laundering organization that rose to prominence in the late 1990s and early 2000s, later becoming a prominent subject in hip-hop culture and media.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Mafia Family
Target entity description: Black Mafia Family was a notorious American drug trafficking and money laundering organization that rose to prominence in the late 1990s and early 2000s, later becoming a prominent subject in hip-hop culture and media.
  • A. Rock Mafia
    Rock Mafia is an American record production and songwriting team known for crafting pop and rock hits for artists such as Selena Gomez and Miley Cyrus.
  • B. Green Gang
    The Green Gang was a powerful Chinese criminal organization based in Shanghai that wielded significant political influence in the early 20th century through its ties to nationalist leaders and involvement in organized crime.
  • C. Mongoose Gang
    The Mongoose Gang was a notorious paramilitary group in Grenada known for violently suppressing political opposition during Eric Gairy’s rule.
  • D. Sucker M.C.'s
    "Sucker M.C.'s" is an influential early hip-hop track by Run-D.M.C. that helped define the sound and style of hardcore rap in the 1980s.
  • E. Charlie Croker's crew
    Charlie Croker's crew is the expert team of thieves and specialists assembled by Charlie Croker to execute high-stakes heists in the film "The Italian Job."
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03ea4f13c819085d26fd32b5dca6f completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff135d65988190b35392bdf1e45985 completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff14042ce8819084817836b096f175 completed May 9, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69ff14745a8c81909b10d6b21b88b50b completed May 9, 2026, 11:03 a.m.
Created at: April 10, 2026, 3:20 a.m.