Triple

T15414876
Position Surface form Disambiguated ID Type / Status
Subject Lil' Mo E369191 entity
Predicate notableWork P4 FINISHED
Object Dem Boyz
"Dem Boyz" is a song by American R&B singer Lil' Mo, known for blending her soulful vocals with contemporary hip-hop and R&B production.
E1157088 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: Dem Boyz | Statement: [Lil' Mo, notableWork, Dem Boyz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dem Boyz
Context triple: [Lil' Mo, notableWork, Dem Boyz]
  • A. 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.
  • B. 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.
  • C. 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."
  • D. 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.
  • E. Boyz
    "Boyz" is a song by British singer-songwriter Empress Of, showcasing her distinctive blend of synth-pop and R&B.
  • 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: Dem Boyz
Triple: [Lil' Mo, notableWork, Dem Boyz]
Generated description
"Dem Boyz" is a song by American R&B singer Lil' Mo, known for blending her soulful vocals with contemporary hip-hop and R&B production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dem Boyz
Target entity description: "Dem Boyz" is a song by American R&B singer Lil' Mo, known for blending her soulful vocals with contemporary hip-hop and R&B production.
  • A. 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.
  • B. 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.
  • C. 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."
  • D. 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.
  • E. Boyz
    "Boyz" is a popular Punjabi song by Indian singer and lyricist Karan Aujla, known for its catchy beat and street-style lyrics.
  • 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_69ff219fabe481909162baba9212ac1f completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff225ba3bc8190b57da931ffa240fe completed May 9, 2026, 12:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff2339ae808190bf2d4676215399c0 completed May 9, 2026, 12:06 p.m.
Created at: April 10, 2026, 3:20 a.m.