Triple

T13672209
Position Surface form Disambiguated ID Type / Status
Subject Rayvanny E327778 entity
Predicate birthName P65 FINISHED
Object Raymond Shaban Mwakyusa
Raymond Shaban Mwakyusa, better known by his stage name Rayvanny, is a Tanzanian Bongo Flava artist and songwriter recognized for his hit songs and work with the WCB Wasafi label.
 E1053010 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: Raymond Shaban Mwakyusa | Statement: [Rayvanny, birthName, Raymond Shaban Mwakyusa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Raymond Shaban Mwakyusa
Context triple: [Rayvanny, birthName, Raymond Shaban Mwakyusa]
  • A. Muhammad Kibirige Mayanja
    Muhammad Kibirige Mayanja is a Ugandan politician and lawyer who was a prominent opposition presidential candidate in the 1990s.
  • B. Thomas Joseph Odhiambo Mboya
    Thomas Joseph Odhiambo Mboya was a prominent Kenyan nationalist leader, trade unionist, and cabinet minister who played a key role in the country’s struggle for independence and early post-independence politics.
  • C. Albert Muchanga
    Albert Muchanga is an African Union diplomat and policymaker known for leading continental initiatives to boost intra-African trade and industrial development.
  • D. Capheus Onyango
    Capheus Onyango is a compassionate and optimistic Kenyan matatu driver and one of the eight psychically linked protagonists in the science fiction series Sense8.
  • E. Moses Wetang'ula
    Moses Wetang'ula is a Kenyan politician and lawyer who has held several senior government positions, including leadership roles in parliament and key ministries.
  • 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: Raymond Shaban Mwakyusa
Triple: [Rayvanny, birthName, Raymond Shaban Mwakyusa]
Generated description
Raymond Shaban Mwakyusa, better known by his stage name Rayvanny, is a Tanzanian Bongo Flava artist and songwriter recognized for his hit songs and work with the WCB Wasafi label.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Raymond Shaban Mwakyusa
Target entity description: Raymond Shaban Mwakyusa, better known by his stage name Rayvanny, is a Tanzanian Bongo Flava artist and songwriter recognized for his hit songs and work with the WCB Wasafi label.
  • A. Muhammad Kibirige Mayanja
    Muhammad Kibirige Mayanja is a Ugandan politician and lawyer who was a prominent opposition presidential candidate in the 1990s.
  • B. Thomas Joseph Odhiambo Mboya
    Thomas Joseph Odhiambo Mboya was a prominent Kenyan nationalist leader, trade unionist, and cabinet minister who played a key role in the country’s struggle for independence and early post-independence politics.
  • C. Albert Muchanga
    Albert Muchanga is an African Union diplomat and policymaker known for leading continental initiatives to boost intra-African trade and industrial development.
  • D. Capheus Onyango
    Capheus Onyango is a compassionate and optimistic Kenyan matatu driver and one of the eight psychically linked protagonists in the science fiction series Sense8.
  • E. Moses Wetang'ula
    Moses Wetang'ula is a Kenyan politician and lawyer who has held several senior government positions, including leadership roles in parliament and key ministries.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc65aab348190a6611f5765f8392d completed April 12, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b1222648190a70f50e6e5c34593 completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78c0030e481909c20f21ddaa480dc completed May 3, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69f78d6d74bc8190ad5476a06e8fd8ad completed May 3, 2026, 6:01 p.m.
Created at: April 9, 2026, 9:53 p.m.