Triple
T4059831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AfCFTA Secretariat |
E84782
|
entity |
| Predicate | firstLeader |
P4891
|
FINISHED |
| Object |
Wamkele Mene
Wamkele Mene is a South African trade expert and diplomat who serves as the inaugural Secretary-General of the African Continental Free Trade Area (AfCFTA).
|
E410385
|
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: Wamkele Mene | Statement: [AfCFTA Secretariat, firstLeader, Wamkele Mene]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wamkele Mene Context triple: [AfCFTA Secretariat, firstLeader, Wamkele Mene]
-
A.
Oto Melara
Oto Melara is an Italian defense company known for designing and producing artillery systems, naval guns, and armored fighting vehicles.
-
B.
Winston Ntshona
Winston Ntshona was a South African actor and playwright renowned for his politically charged stage work and his collaborations with Athol Fugard and John Kani, including the Tony Award-winning play "Sizwe Banzi Is Dead."
-
C.
Reinhold Inkamala
Reinhold Inkamala is an Australian Aboriginal artist recognized for his contributions to the Hermannsburg watercolour painting tradition.
-
D.
Blade Nzimande
Blade Nzimande is a South African politician and academic who has long served as a prominent leader in leftist politics, including holding senior government ministerial positions.
-
E.
Alex Magaisa
Alex Magaisa was a prominent Zimbabwean constitutional law expert, academic, and political commentator known for his influential analysis of Zimbabwe’s legal and political landscape.
- 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: Wamkele Mene Triple: [AfCFTA Secretariat, firstLeader, Wamkele Mene]
Generated description
Wamkele Mene is a South African trade expert and diplomat who serves as the inaugural Secretary-General of the African Continental Free Trade Area (AfCFTA).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wamkele Mene Target entity description: Wamkele Mene is a South African trade expert and diplomat who serves as the inaugural Secretary-General of the African Continental Free Trade Area (AfCFTA).
-
A.
Oto Melara
Oto Melara is an Italian defense company known for designing and producing artillery systems, naval guns, and armored fighting vehicles.
-
B.
Winston Ntshona
Winston Ntshona was a South African actor and playwright renowned for his politically charged stage work and his collaborations with Athol Fugard and John Kani, including the Tony Award-winning play "Sizwe Banzi Is Dead."
-
C.
Reinhold Inkamala
Reinhold Inkamala is an Australian Aboriginal artist recognized for his contributions to the Hermannsburg watercolour painting tradition.
-
D.
Blade Nzimande
Blade Nzimande is a South African politician and academic who has long served as a prominent leader in leftist politics, including holding senior government ministerial positions.
-
E.
Alex Magaisa
Alex Magaisa was a prominent Zimbabwean constitutional law expert, academic, and political commentator known for his influential analysis of Zimbabwe’s legal and political landscape.
- 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_69aed933bec881909edfa28ebb69c634 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefbd32c0c8190bc575974ccf831b3 |
completed | March 9, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562a98c488190a7e77cd46ff998bc |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b5637e72948190989169b0a46916a8 |
completed | March 14, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b563fc4cb081908ba0f1a799338a8c |
completed | March 14, 2026, 1:34 p.m. |
Created at: March 9, 2026, 3:38 p.m.