Triple
T11476953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngaka Modiri Molema District Municipality |
E272046
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
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.
|
E935237
|
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: Ngaka Modiri Molema | Statement: [Ngaka Modiri Molema District Municipality, namedAfter, Ngaka Modiri Molema]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngaka Modiri Molema Context triple: [Ngaka Modiri Molema District Municipality, namedAfter, Ngaka Modiri Molema]
-
A.
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.
-
B.
A.B. Xuma
A.B. Xuma was a prominent South African medical doctor and anti-apartheid leader who served as president of the African National Congress in the 1940s.
-
C.
Mangosuthu Buthelezi
Mangosuthu Buthelezi was a prominent South African Zulu leader and founder of the Inkatha Freedom Party who played a controversial but significant role in the country’s transition from apartheid to democracy.
-
D.
Moses Mabhida
Moses Mabhida was a prominent South African trade unionist and anti-apartheid activist who served as a senior leader of the African National Congress.
-
E.
Abel Muzorewa
Abel Muzorewa was a Zimbabwean Methodist bishop and politician who briefly served as prime minister of the unrecognized state of Zimbabwe Rhodesia in 1979 during the transition from white-minority rule.
- 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: Ngaka Modiri Molema Triple: [Ngaka Modiri Molema District Municipality, namedAfter, Ngaka Modiri Molema]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngaka Modiri Molema Target entity description: 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.
-
A.
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.
-
B.
A.B. Xuma
A.B. Xuma was a prominent South African medical doctor and anti-apartheid leader who served as president of the African National Congress in the 1940s.
-
C.
Mangosuthu Buthelezi
Mangosuthu Buthelezi was a prominent South African Zulu leader and founder of the Inkatha Freedom Party who played a controversial but significant role in the country’s transition from apartheid to democracy.
-
D.
Moses Mabhida
Moses Mabhida was a prominent South African trade unionist and anti-apartheid activist who served as a senior leader of the African National Congress.
-
E.
Abel Muzorewa
Abel Muzorewa was a Zimbabwean Methodist bishop and politician who briefly served as prime minister of the unrecognized state of Zimbabwe Rhodesia in 1979 during the transition from white-minority rule.
- 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_69d6aae0c8d881908a5a360c0be3242e |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8294e0fe08190b018e840146e27ca |
completed | April 9, 2026, 10:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e713488c7c81908d97d249af770603 |
completed | April 21, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_69e720f4015c81909ba7973c3e781985 |
completed | April 21, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e75a7a04c88190bb8f3dd3f3e435ef |
completed | April 21, 2026, 11:07 a.m. |
Created at: April 8, 2026, 9:36 p.m.