Triple

T13696603
Position Surface form Disambiguated ID Type / Status
Subject The Hitmen E328400 entity
Predicate alsoKnownAs P39 FINISHED
Object Bad Boy Hitmen
Bad Boy Hitmen is a production team associated with Bad Boy Records, known for crafting many of the label’s signature hip-hop and R&B hits in the 1990s and early 2000s.
 E1055210 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: Bad Boy Hitmen | Statement: [The Hitmen, alsoKnownAs, Bad Boy Hitmen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Boy Hitmen
Context triple: [The Hitmen, alsoKnownAs, Bad Boy Hitmen]
  • A. Bad Boy Timz
    Bad Boy Timz is a Nigerian singer and songwriter known for his Afrobeat and Afropop hits and energetic, melodic style.
  • B. American Bad Boy
    American Bad Boy is an independent urban drama film featuring Torrei Hart in a prominent role.
  • C. We Dem Boyz
    "We Dem Boyz" is a 2014 hip hop single by Wiz Khalifa, produced by Detail, known for its catchy hook and heavy club-oriented sound.
  • D. Dem Franchize Boyz
    Dem Franchize Boyz are an American hip hop group from Atlanta best known for their mid-2000s snap music hits like "White Tee" and "Lean wit It, Rock wit It."
  • E. Homeboy
    "Homeboy" is a country song by American singer-songwriter Eric Church, known for its gritty storytelling about a troubled young man's path toward redemption.
  • 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: Bad Boy Hitmen
Triple: [The Hitmen, alsoKnownAs, Bad Boy Hitmen]
Generated description
Bad Boy Hitmen is a production team associated with Bad Boy Records, known for crafting many of the label’s signature hip-hop and R&B hits in the 1990s and early 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Boy Hitmen
Target entity description: Bad Boy Hitmen is a production team associated with Bad Boy Records, known for crafting many of the label’s signature hip-hop and R&B hits in the 1990s and early 2000s.
  • A. Bad Boy Timz
    Bad Boy Timz is a Nigerian singer and songwriter known for his Afrobeat and Afropop hits and energetic, melodic style.
  • B. American Bad Boy
    American Bad Boy is an independent urban drama film featuring Torrei Hart in a prominent role.
  • C. We Dem Boyz
    "We Dem Boyz" is a 2014 hip hop single by Wiz Khalifa, produced by Detail, known for its catchy hook and heavy club-oriented sound.
  • D. Dem Franchize Boyz
    Dem Franchize Boyz are an American hip hop group from Atlanta best known for their mid-2000s snap music hits like "White Tee" and "Lean wit It, Rock wit It."
  • E. Homeboy
    "Homeboy" is a country song by American singer-songwriter Eric Church, known for its gritty storytelling about a troubled young man's path toward redemption.
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc8773f388190b2413b1e05fd5fd7 completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79453395481909d651cb3a128f23d completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f79655d5f08190a3cbf3e12e2ffa67 completed May 3, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69f7972a1cf48190a1d435227414967a completed May 3, 2026, 6:42 p.m.
Created at: April 9, 2026, 9:54 p.m.