Triple
T23170187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dan Muckala |
E578830
|
entity |
| Predicate | notableWorkWith |
P26239
|
FINISHED |
| Object | Mandisa |
—
|
NE NERFINISHED |
How this triple was built (3 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: Mandisa | Statement: [Dan Muckala, notableWorkWith, Mandisa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mandisa Context triple: [Dan Muckala, notableWorkWith, Mandisa]
-
A.
Zandile
Zandile is a given name notably borne by Amala Ratna Zandile Dlamini, the South African–American rapper and singer known professionally as Doja Cat.
-
B.
Mamphela
Mamphela is the given name of Mamphela Ramphele, a prominent South African activist, medical doctor, academic, and former anti-apartheid leader.
-
C.
Thandiwe
Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
-
D.
Zanele
Zanele is a feminine given name commonly used in Southern Africa, particularly among Zulu and Xhosa speakers.
-
E.
Lindiwe
Lindiwe is a South African female given name commonly associated with prominent figures in politics and public life.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mandisa Target entity description: Mandisa was a Grammy-winning American contemporary Christian and gospel singer who gained national recognition as a finalist on the fifth season of American Idol.
-
A.
Zandile
Zandile is a given name notably borne by Amala Ratna Zandile Dlamini, the South African–American rapper and singer known professionally as Doja Cat.
-
B.
Mamphela
Mamphela is the given name of Mamphela Ramphele, a prominent South African activist, medical doctor, academic, and former anti-apartheid leader.
-
C.
Thandiwe
Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
-
D.
Zanele
Zanele is a feminine given name commonly used in Southern Africa, particularly among Zulu and Xhosa speakers.
-
E.
Lindiwe
Lindiwe is a South African female given name commonly associated with prominent figures in politics and public life.
- F. None of above. chosen
Provenance (2 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_69e245fd2a388190b814c0dfa15f7148 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18f2f10208190b3a0f9a4c790cb0a |
completed | April 29, 2026, 4:55 a.m. |
Created at: April 17, 2026, 4:03 p.m.