Triple
T21070955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laurent Gbagbo |
E519104
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Nadiani Bamba
Nadiani Bamba is an Ivorian journalist and media professional best known as the partner of former Côte d'Ivoire president Laurent Gbagbo.
|
E1464428
|
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: Nadiani Bamba | Statement: [Laurent Gbagbo, spouse, Nadiani Bamba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nadiani Bamba Context triple: [Laurent Gbagbo, spouse, Nadiani Bamba]
-
A.
Sisa Dukashe
Sisa Dukashe was a prominent South African community and political figure from the Eastern Cape, honored locally for his contributions to the struggle against apartheid.
-
B.
Zing Mumuye
Zing Mumuye is a regional dialect of the Mumuye language spoken by communities in and around the Zing area of Nigeria.
-
C.
Letta Mbulu
Letta Mbulu is a South African jazz and pop singer renowned for her powerful voice, anti-apartheid exile work, and collaborations with prominent musicians and film composers.
-
D.
Wambisa
Wambisa is an indigenous people and language group of the Amazonian region of northern Peru, known for their distinct cultural traditions and Jivaroan linguistic heritage.
-
E.
Mangela Koli
Mangela Koli is a sub-community of the Koli people of western India, traditionally associated with fishing and coastal livelihoods.
- 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: Nadiani Bamba Triple: [Laurent Gbagbo, spouse, Nadiani Bamba]
Generated description
Nadiani Bamba is an Ivorian journalist and media professional best known as the partner of former Côte d'Ivoire president Laurent Gbagbo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nadiani Bamba Target entity description: Nadiani Bamba is an Ivorian journalist and media professional best known as the partner of former Côte d'Ivoire president Laurent Gbagbo.
-
A.
Sisa Dukashe
Sisa Dukashe was a prominent South African community and political figure from the Eastern Cape, honored locally for his contributions to the struggle against apartheid.
-
B.
Zing Mumuye
Zing Mumuye is a regional dialect of the Mumuye language spoken by communities in and around the Zing area of Nigeria.
-
C.
Letta Mbulu
Letta Mbulu is a South African jazz and pop singer renowned for her powerful voice, anti-apartheid exile work, and collaborations with prominent musicians and film composers.
-
D.
Wambisa
Wambisa is an indigenous people and language group of the Amazonian region of northern Peru, known for their distinct cultural traditions and Jivaroan linguistic heritage.
-
E.
Mangela Koli
Mangela Koli is a sub-community of the Koli people of western India, traditionally associated with fishing and coastal livelihoods.
- 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_69e0b505ef108190b25dd4033e2ff7eb |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6feb8ed4481909c9f804ccd8da3e2 |
completed | April 21, 2026, 4:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09507598948190917746ab2eec4c7e |
completed | May 17, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a095110f5c081908458a6cbc9144986 |
completed | May 17, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09518e0a088190999ba39bcbc9cb5f |
completed | May 17, 2026, 5:26 a.m. |
Created at: April 16, 2026, 2:46 p.m.