Triple

T15413580
Position Surface form Disambiguated ID Type / Status
Subject Silkk the Shocker E369152 entity
Predicate filmAppearance P795 FINISHED
Object Hot Boyz
Hot Boyz is a 2000 urban action-crime film set in the streets of New Orleans, featuring rapper Silkk the Shocker in a leading role and blending hip-hop culture with a gritty, low-budget crime drama storyline.
 E1156083 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: Hot Boyz | Statement: [Silkk the Shocker, filmAppearance, Hot Boyz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hot Boyz
Context triple: [Silkk the Shocker, filmAppearance, Hot Boyz]
  • A. Hot Boy
    "Hot Boy" is the clean, radio-friendly version of Bobby Shmurda's breakout 2014 hip-hop single "Hot N***a," which helped popularize the Shmoney Dance and brought him mainstream fame.
  • B. 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.
  • C. Boyz
    "Boyz" is a song by British singer-songwriter Empress Of, showcasing her distinctive blend of synth-pop and R&B.
  • D. Boyz
    "Boyz" is a popular Punjabi song by Indian singer and lyricist Karan Aujla, known for its catchy beat and street-style lyrics.
  • E. 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.
  • 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: Hot Boyz
Triple: [Silkk the Shocker, filmAppearance, Hot Boyz]
Generated description
Hot Boyz is a 2000 urban action-crime film set in the streets of New Orleans, featuring rapper Silkk the Shocker in a leading role and blending hip-hop culture with a gritty, low-budget crime drama storyline.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hot Boyz
Target entity description: Hot Boyz is a 2000 urban action-crime film set in the streets of New Orleans, featuring rapper Silkk the Shocker in a leading role and blending hip-hop culture with a gritty, low-budget crime drama storyline.
  • A. Hot Boy
    "Hot Boy" is the clean, radio-friendly version of Bobby Shmurda's breakout 2014 hip-hop single "Hot N***a," which helped popularize the Shmoney Dance and brought him mainstream fame.
  • B. 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.
  • C. Boyz
    "Boyz" is a song by British singer-songwriter Empress Of, showcasing her distinctive blend of synth-pop and R&B.
  • D. Boyz
    "Boyz" is a popular Punjabi song by Indian singer and lyricist Karan Aujla, known for its catchy beat and street-style lyrics.
  • E. 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.
  • 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_69d85a1849f48190bf898068b2806fae completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ea7561481909b04e613e2352f82 completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1a7722a08190af230ecafda30b18 completed May 9, 2026, 11:28 a.m.
NEDg Description generation batch_69ff1b5a328c81909aaa74c6f002875c completed May 9, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69ff1bdb39b481908f0b1df595837bc4 completed May 9, 2026, 11:34 a.m.
Created at: April 10, 2026, 3:20 a.m.