Triple
T23387433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frank Mdlalose |
E593921
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object | Mdlalose |
—
|
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: Mdlalose | Statement: [Frank Mdlalose, familyName, Mdlalose]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mdlalose Context triple: [Frank Mdlalose, familyName, Mdlalose]
-
A.
Khalatse
Khalatse is a village in the Leh district of Ladakh, India, known as a historic stop on the old Silk Route along the Indus River.
-
B.
Khumalo
Khumalo is a common Southern African surname associated with notable figures in arts, politics, and public life, particularly in South Africa and Zimbabwe.
-
C.
Maphelane
Maphelane is a coastal nature reserve in South Africa known for its high vegetated dunes, rich birdlife, and diverse estuarine and marine habitats within the iSimangaliso Wetland Park.
-
D.
Mokgweetsi
Mokgweetsi is the given name of Mokgweetsi Masisi, the President of Botswana.
-
E.
Mokorotlo
Mokorotlo is a traditional Basotho conical hat, typically woven from grass, that serves as a national cultural symbol of Lesotho.
- 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: Mdlalose Target entity description: Mdlalose is a South African surname most notably associated with Frank Mdlalose, a prominent politician and former premier of KwaZulu-Natal.
-
A.
Khalatse
Khalatse is a village in the Leh district of Ladakh, India, known as a historic stop on the old Silk Route along the Indus River.
-
B.
Khumalo
Khumalo is a common Southern African surname associated with notable figures in arts, politics, and public life, particularly in South Africa and Zimbabwe.
-
C.
Maphelane
Maphelane is a coastal nature reserve in South Africa known for its high vegetated dunes, rich birdlife, and diverse estuarine and marine habitats within the iSimangaliso Wetland Park.
-
D.
Mokgweetsi
Mokgweetsi is the given name of Mokgweetsi Masisi, the President of Botswana.
-
E.
Mokorotlo
Mokorotlo is a traditional Basotho conical hat, typically woven from grass, that serves as a national cultural symbol of Lesotho.
- 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_69e25d2754fc819085deea939bde60ab |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a498fd08819085e90a872d9d0c7a |
completed | April 29, 2026, 6:26 a.m. |
Created at: April 17, 2026, 5:35 p.m.