Triple

T12071688
Position Surface form Disambiguated ID Type / Status
Subject Zaire 74 E287438 entity
Predicate performer P1363 FINISHED
Object Franco Luambo
Franco Luambo was a legendary Congolese guitarist, bandleader, and composer, widely regarded as one of the founding figures of modern soukous and African popular music.
E976930 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: Franco Luambo | Statement: [Zaire 74, performer, Franco Luambo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franco Luambo
Context triple: [Zaire 74, performer, Franco Luambo]
  • A. Disashi Lumumba-Kasongo
    Disashi Lumumba-Kasongo is an American musician best known as the guitarist and backing vocalist for the alternative hip hop band Gym Class Heroes.
  • B. Luapula Bemba
    Luapula Bemba is a regional variety of the Bemba language spoken primarily in Zambia’s Luapula Province and surrounding areas.
  • C. Theophile Obenga
    Theophile Obenga is a Congolese Egyptologist, linguist, and historian known for his Afrocentric scholarship on the African origins of ancient Egyptian civilization and African cultural unity.
  • D. Michel Micombero
    Michel Micombero was a Burundian army officer and politician who led a 1966 coup, abolished the monarchy, and ruled as the country’s first republican president.
  • E. Constantino Chiwenga
    Constantino Chiwenga is a Zimbabwean military commander-turned-politician who played a central role in the 2017 coup that led to Robert Mugabe’s ouster and later became the country’s vice president.
  • 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: Franco Luambo
Triple: [Zaire 74, performer, Franco Luambo]
Generated description
Franco Luambo was a legendary Congolese guitarist, bandleader, and composer, widely regarded as one of the founding figures of modern soukous and African popular music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franco Luambo
Target entity description: Franco Luambo was a legendary Congolese guitarist, bandleader, and composer, widely regarded as one of the founding figures of modern soukous and African popular music.
  • A. Disashi Lumumba-Kasongo
    Disashi Lumumba-Kasongo is an American musician best known as the guitarist and backing vocalist for the alternative hip hop band Gym Class Heroes.
  • B. Luapula Bemba
    Luapula Bemba is a regional variety of the Bemba language spoken primarily in Zambia’s Luapula Province and surrounding areas.
  • C. Theophile Obenga
    Theophile Obenga is a Congolese Egyptologist, linguist, and historian known for his Afrocentric scholarship on the African origins of ancient Egyptian civilization and African cultural unity.
  • D. Michel Micombero
    Michel Micombero was a Burundian army officer and politician who led a 1966 coup, abolished the monarchy, and ruled as the country’s first republican president.
  • E. Constantino Chiwenga
    Constantino Chiwenga is a Zimbabwean military commander-turned-politician who played a central role in the 2017 coup that led to Robert Mugabe’s ouster and later became the country’s vice president.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9045a507081909070ea37173d6f97 completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a7c2b0081909994ea88683a39f4 completed May 2, 2026, 4:46 p.m.
NEDg Description generation batch_69f62be354a88190aaf5e8439b33120b completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f62c8194d881909db3d320a21f2052 completed May 2, 2026, 4:55 p.m.
Created at: April 8, 2026, 9:48 p.m.