Triple
T20657583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lubombo Region |
E507666
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object | Mhlume |
—
|
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: Mhlume | Statement: [Lubombo Region, hasSettlement, Mhlume]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mhlume Context triple: [Lubombo Region, hasSettlement, Mhlume]
-
A.
Thabo Makgoba
Thabo Makgoba is the Anglican Archbishop of Cape Town and a prominent South African religious leader known for his role in church governance and social justice advocacy.
-
B.
Dumisa Ntsebeza
Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
-
C.
Quett Masire
Quett Masire was a Botswanan statesman who served as the country’s second president, overseeing significant economic growth and political stability.
-
D.
Fikile Mbalula
Fikile Mbalula is a South African politician and senior African National Congress figure who has held several key government and party leadership positions, including serving as ANC Secretary-General.
-
E.
Ngaka Modiri Molema
Ngaka Modiri Molema was a South African medical doctor, intellectual, and political leader in the African National Congress who played a significant role in the early struggle against apartheid.
- 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: Mhlume Target entity description: Mhlume is a town in eastern Eswatini known primarily for its large sugar estates and related agro-industrial activities.
-
A.
Thabo Makgoba
Thabo Makgoba is the Anglican Archbishop of Cape Town and a prominent South African religious leader known for his role in church governance and social justice advocacy.
-
B.
Dumisa Ntsebeza
Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
-
C.
Quett Masire
Quett Masire was a Botswanan statesman who served as the country’s second president, overseeing significant economic growth and political stability.
-
D.
Fikile Mbalula
Fikile Mbalula is a South African politician and senior African National Congress figure who has held several key government and party leadership positions, including serving as ANC Secretary-General.
-
E.
Ngaka Modiri Molema
Ngaka Modiri Molema was a South African medical doctor, intellectual, and political leader in the African National Congress who played a significant role in the early struggle against apartheid.
- 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_69e0b4bf58c081908e52a4500e03ff83 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b2ee049081909904efe2dc683cd5 |
completed | April 20, 2026, 11:12 p.m. |
Created at: April 16, 2026, 11:43 a.m.