Triple
T12258748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayo |
E292167
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Uhuru
Uhuru is a South African musical duo known for their influential work in house and kwaito music, particularly through hit collaborations across the African continent.
|
E972965
|
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: Uhuru | Statement: [Ayo, producer, Uhuru]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Uhuru Context triple: [Ayo, producer, Uhuru]
-
A.
Uhuru
Uhuru is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
-
B.
UHURU
UHURU was the first Earth-orbiting X-ray astronomy satellite, launched in 1970 to systematically survey the sky for cosmic X-ray sources.
-
C.
Kinigi
Kinigi is a village in northern Rwanda that serves as the primary gateway and base for visitors exploring Volcanoes National Park and its mountain gorillas.
-
D.
Matsigenka
The Matsigenka are an Indigenous people of the Peruvian Amazon known for their forest-based subsistence lifestyle, distinct language, and rich shamanic and cosmological traditions.
-
E.
Sikhumbuto
Sikhumbuto is the main memorial complex at Freedom Park in Pretoria, South Africa, dedicated to honoring those who died in various struggles for the country’s freedom.
- 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: Uhuru Triple: [Ayo, producer, Uhuru]
Generated description
Uhuru is a South African musical duo known for their influential work in house and kwaito music, particularly through hit collaborations across the African continent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Uhuru Target entity description: Uhuru is a South African musical duo known for their influential work in house and kwaito music, particularly through hit collaborations across the African continent.
-
A.
Uhuru
Uhuru is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
-
B.
UHURU
UHURU was the first Earth-orbiting X-ray astronomy satellite, launched in 1970 to systematically survey the sky for cosmic X-ray sources.
-
C.
Kinigi
Kinigi is a village in northern Rwanda that serves as the primary gateway and base for visitors exploring Volcanoes National Park and its mountain gorillas.
-
D.
Matsigenka
The Matsigenka are an Indigenous people of the Peruvian Amazon known for their forest-based subsistence lifestyle, distinct language, and rich shamanic and cosmological traditions.
-
E.
Sikhumbuto
Sikhumbuto is the main memorial complex at Freedom Park in Pretoria, South Africa, dedicated to honoring those who died in various struggles for the country’s freedom.
- 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91ccadc3c81908fe68adc3fdcc851 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60abfc8588190ab9300c6e5e59092 |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f61a13fd1481908a06ca65b276e0e1 |
completed | May 2, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f61ad2bd0c8190ada37bc1f8ae160f |
completed | May 2, 2026, 3:40 p.m. |
Created at: April 8, 2026, 9:52 p.m.