Triple

T18370501
Position Surface form Disambiguated ID Type / Status
Subject Dani Stevenson E446168 entity
Predicate notableFor P22 FINISHED
Object solo single "Yo, Yo, Yo"
"Yo, Yo, Yo" is an R&B solo single by American singer Dani Stevenson that gained recognition in the early 2000s.
E1320727 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: solo single "Yo, Yo, Yo" | Statement: [Dani Stevenson, notableFor, solo single "Yo, Yo, Yo"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: solo single "Yo, Yo, Yo"
Context triple: [Dani Stevenson, notableFor, solo single "Yo, Yo, Yo"]
  • A. solo single "Bag It Up"
    "Bag It Up" is a 2000 pop single by British singer Geri Halliwell that topped the UK charts and is known for its playful, feminist-themed lyrics and colorful music video.
  • B. solo single "Sidewalk Talk"
    The solo single "Sidewalk Talk" is a 1984 dance-pop track by producer Jellybean Benitez, written by Madonna, who also provided backing vocals, and became a club hit in the mid-1980s.
  • C. solo single "Look at Me"
    "Look at Me" is the debut solo single by British singer Geri Halliwell (Geri Halliwell-Horner), released after her departure from the Spice Girls and known for its bold, theatrical style and reinvention of her image.
  • D. solo single "Won't Be Late"
    "Won't Be Late" is a melodic, Afrobeats-influenced solo single by American rapper and singer Swae Lee featuring Drake, known for its laid-back vibe and production by Tekno.
  • E. solo single "Mi Chico Latino"
    "Mi Chico Latino" is a Latin pop-influenced solo single by British singer Geri Halliwell, released after her departure from the Spice Girls and known for its Mediterranean-inspired sound and imagery.
  • 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: solo single "Yo, Yo, Yo"
Triple: [Dani Stevenson, notableFor, solo single "Yo, Yo, Yo"]
Generated description
"Yo, Yo, Yo" is an R&B solo single by American singer Dani Stevenson that gained recognition in the early 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: solo single "Yo, Yo, Yo"
Target entity description: "Yo, Yo, Yo" is an R&B solo single by American singer Dani Stevenson that gained recognition in the early 2000s.
  • A. solo single "Bag It Up"
    "Bag It Up" is a 2000 pop single by British singer Geri Halliwell that topped the UK charts and is known for its playful, feminist-themed lyrics and colorful music video.
  • B. solo single "Sidewalk Talk"
    The solo single "Sidewalk Talk" is a 1984 dance-pop track by producer Jellybean Benitez, written by Madonna, who also provided backing vocals, and became a club hit in the mid-1980s.
  • C. solo single "Look at Me"
    "Look at Me" is the debut solo single by British singer Geri Halliwell (Geri Halliwell-Horner), released after her departure from the Spice Girls and known for its bold, theatrical style and reinvention of her image.
  • D. solo single "Won't Be Late"
    "Won't Be Late" is a melodic, Afrobeats-influenced solo single by American rapper and singer Swae Lee featuring Drake, known for its laid-back vibe and production by Tekno.
  • E. solo single "Mi Chico Latino"
    "Mi Chico Latino" is a Latin pop-influenced solo single by British singer Geri Halliwell, released after her departure from the Spice Girls and known for its Mediterranean-inspired sound and imagery.
  • 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_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51751e4288190873bcc4dc140ac16 completed April 19, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d77869e48190a7221d97c99dd2fd completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d831538881908117b180f6cb16da completed May 13, 2026, 1:47 a.m.
NED2 Entity disambiguation (via description) batch_6a03d8b2a8208190a3c346db913cf58c completed May 13, 2026, 1:49 a.m.
Created at: April 10, 2026, 10:44 a.m.