Triple
T5666921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freshlyground |
E124878
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Zolani Mahola
Zolani Mahola is a South African singer, actress, and storyteller best known as the charismatic lead vocalist of the Afro-fusion band Freshlyground.
|
E542553
|
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: Zolani Mahola | Statement: [Freshlyground, hasMember, Zolani Mahola]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zolani Mahola Context triple: [Freshlyground, hasMember, Zolani Mahola]
-
A.
Sandile Zungu
Sandile Zungu is a South African businessman and sports executive best known for owning and leading the Premier Soccer League club AmaZulu FC.
-
B.
Siphiwe Tshabalala
Siphiwe Tshabalala is a South African footballer best known for scoring the spectacular opening goal of the 2010 FIFA World Cup.
-
C.
Jonas Gwangwa
Jonas Gwangwa was a renowned South African jazz trombonist, composer, and anti-apartheid cultural figure who gained international recognition for his film and protest music.
-
D.
Luke Malaba
Luke Malaba is a Zimbabwean jurist who has served as the Chief Justice of Zimbabwe.
-
E.
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).
- 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: Zolani Mahola Triple: [Freshlyground, hasMember, Zolani Mahola]
Generated description
Zolani Mahola is a South African singer, actress, and storyteller best known as the charismatic lead vocalist of the Afro-fusion band Freshlyground.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zolani Mahola Target entity description: Zolani Mahola is a South African singer, actress, and storyteller best known as the charismatic lead vocalist of the Afro-fusion band Freshlyground.
-
A.
Sandile Zungu
Sandile Zungu is a South African businessman and sports executive best known for owning and leading the Premier Soccer League club AmaZulu FC.
-
B.
Siphiwe Tshabalala
Siphiwe Tshabalala is a South African footballer best known for scoring the spectacular opening goal of the 2010 FIFA World Cup.
-
C.
Jonas Gwangwa
Jonas Gwangwa was a renowned South African jazz trombonist, composer, and anti-apartheid cultural figure who gained international recognition for his film and protest music.
-
D.
Luke Malaba
Luke Malaba is a Zimbabwean jurist who has served as the Chief Justice of Zimbabwe.
-
E.
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).
- 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_69c00828906881908966f270b8f130cf |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02345004081908858867be48d3885 |
completed | March 22, 2026, 5:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a2b38c88190bdd0e172644df081 |
completed | March 22, 2026, 9:07 p.m. |
| NEDg | Description generation | batch_69c062029e3c8190ade3f0836d6b3842 |
completed | March 22, 2026, 9:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c06268eb0c8190959ba762c2d9b47d |
completed | March 22, 2026, 9:43 p.m. |
Created at: March 22, 2026, 3:43 p.m.