Triple
T8021624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | apartheid government of South Africa |
E186752
|
entity |
| Predicate | created |
P538
|
FINISHED |
| Object |
Bophuthatswana
Bophuthatswana was a nominally independent Bantustan in northwestern South Africa, established under apartheid to segregate Tswana-speaking people and denied international recognition.
|
E707720
|
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: Bophuthatswana | Statement: [apartheid government of South Africa, created, Bophuthatswana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bophuthatswana Context triple: [apartheid government of South Africa, created, Bophuthatswana]
-
A.
KwaZulu homeland
KwaZulu homeland was a former apartheid-era Bantustan in South Africa designated for Zulu people before being reincorporated into the modern province of KwaZulu-Natal.
-
B.
Boer Republic of Natalia
The Boer Republic of Natalia was a short-lived 19th-century Boer-ruled republic in southeastern Africa that existed before being incorporated into British-controlled Natal.
-
C.
Zulu Kingdom
The Zulu Kingdom was a powerful 19th-century southern African monarchy known for its centralized military system, expansion under King Shaka, and major conflicts with British colonial powers.
-
D.
Basotho Kingdom
The Basotho Kingdom was a 19th-century southern African state founded and consolidated under King Moshoeshoe I, forming the historical basis of the modern nation of Lesotho.
-
E.
South African Republic
The South African Republic, also known as the Transvaal Republic, was an independent Boer-ruled state in southern Africa during the 19th century that later became part of modern South Africa.
- 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: Bophuthatswana Triple: [apartheid government of South Africa, created, Bophuthatswana]
Generated description
Bophuthatswana was a nominally independent Bantustan in northwestern South Africa, established under apartheid to segregate Tswana-speaking people and denied international recognition.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bophuthatswana Target entity description: Bophuthatswana was a nominally independent Bantustan in northwestern South Africa, established under apartheid to segregate Tswana-speaking people and denied international recognition.
-
A.
KwaZulu homeland
KwaZulu homeland was a former apartheid-era Bantustan in South Africa designated for Zulu people before being reincorporated into the modern province of KwaZulu-Natal.
-
B.
Boer Republic of Natalia
The Boer Republic of Natalia was a short-lived 19th-century Boer-ruled republic in southeastern Africa that existed before being incorporated into British-controlled Natal.
-
C.
Zulu Kingdom
The Zulu Kingdom was a powerful 19th-century southern African monarchy known for its centralized military system, expansion under King Shaka, and major conflicts with British colonial powers.
-
D.
Basotho Kingdom
The Basotho Kingdom was a 19th-century southern African state founded and consolidated under King Moshoeshoe I, forming the historical basis of the modern nation of Lesotho.
-
E.
South African Republic
The South African Republic, also known as the Transvaal Republic, was an independent Boer-ruled state in southern Africa during the 19th century that later became part of modern South Africa.
- 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_69ca82ac7fc081909b1398cf025423af |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3e8eab9c81908098e6b17957316c |
completed | March 31, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc56cdce588190abba45c24dc7a5e7 |
completed | March 31, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_69cc58a9e94081908980e2c60be38642 |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cbaefb481909eb325f0d27675c0 |
completed | March 31, 2026, 11:46 p.m. |
Created at: March 30, 2026, 5:20 p.m.