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.