Triple

T12403624
Position Surface form Disambiguated ID Type / Status
Subject A Better Time E296322 entity
Predicate featuredArtist P997 FINISHED
Object Sho Madjozi
Sho Madjozi is a South African rapper, singer, and songwriter known for blending Tsonga culture with contemporary hip-hop and gqom music.
 E981416 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: Sho Madjozi | Statement: [A Better Time, featuredArtist, Sho Madjozi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sho Madjozi
Context triple: [A Better Time, featuredArtist, Sho Madjozi]
  • A. Sech
    Sech is a Panamanian reggaeton and Latin urban singer-songwriter known for his melodic style and international hits in the Spanish-language music scene.
  • B. Bazzi
    Bazzi is an American singer, songwriter, and producer known for his melodic pop and R&B-influenced tracks such as the hit single "Mine."
  • C. MNEK
    MNEK is a British singer, songwriter, and record producer known for his work in pop and dance music, including collaborations with major artists and his own solo releases.
  • D. Zee Avi
    Zee Avi is a Malaysian singer-songwriter and guitarist known for her mellow indie-folk and jazz-influenced acoustic music.
  • E. Ado Kaili
    Ado Kaili is a regional dialect of the Kaili language spoken by communities in Central Sulawesi, Indonesia.
  • 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: Sho Madjozi
Triple: [A Better Time, featuredArtist, Sho Madjozi]
Generated description
Sho Madjozi is a South African rapper, singer, and songwriter known for blending Tsonga culture with contemporary hip-hop and gqom music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sho Madjozi
Target entity description: Sho Madjozi is a South African rapper, singer, and songwriter known for blending Tsonga culture with contemporary hip-hop and gqom music.
  • A. Sech
    Sech is a Panamanian reggaeton and Latin urban singer-songwriter known for his melodic style and international hits in the Spanish-language music scene.
  • B. Bazzi
    Bazzi is an American singer, songwriter, and producer known for his melodic pop and R&B-influenced tracks such as the hit single "Mine."
  • C. MNEK
    MNEK is a British singer, songwriter, and record producer known for his work in pop and dance music, including collaborations with major artists and his own solo releases.
  • D. Zee Avi
    Zee Avi is a Malaysian singer-songwriter and guitarist known for her mellow indie-folk and jazz-influenced acoustic music.
  • E. Ado Kaili
    Ado Kaili is a regional dialect of the Kaili language spoken by communities in Central Sulawesi, Indonesia.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d477004819095e65ef6f70c69d9 completed April 10, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63484c6808190a71d24f8ee3a7e15 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f63675dbb08190b2711d1d58ffea9b completed May 2, 2026, 5:37 p.m.
NED2 Entity disambiguation (via description) batch_69f6375cc6908190922825013e0b4000 completed May 2, 2026, 5:41 p.m.
Created at: April 8, 2026, 9:55 p.m.