Triple
T10183909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A.B. Xuma |
E236858
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Transkei, South Africa
Transkei, South Africa was a former bantustan in the southeastern part of the country, historically designated for Xhosa-speaking people during the apartheid era.
|
E848469
|
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: Transkei, South Africa | Statement: [A.B. Xuma, placeOfBirth, Transkei, South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transkei, South Africa Context triple: [A.B. Xuma, placeOfBirth, Transkei, South Africa]
-
A.
South Africa
South Africa is a country at the southern tip of the African continent, known for its cultural and linguistic diversity, complex history of apartheid and democratic transition, and significant economic and political influence in the region.
-
B.
Kwaluseni
Kwaluseni is a town in Eswatini known primarily as the main campus site of the University of Eswatini.
-
C.
Vereeniging, South Africa
Vereeniging is an industrial city in South Africa’s Gauteng province, historically known for its steel and coal industries and its role in the country’s mining and manufacturing economy.
-
D.
Ciskei
Ciskei was a nominally independent Bantustan in southeastern South Africa established under apartheid as a homeland for Xhosa-speaking people.
-
E.
Mbuzini, South Africa
Mbuzini, South Africa is a rural village near the border with Mozambique best known as the site of the 1986 plane crash that killed Mozambican president Samora Machel.
- 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: Transkei, South Africa Triple: [A.B. Xuma, placeOfBirth, Transkei, South Africa]
Generated description
Transkei, South Africa was a former bantustan in the southeastern part of the country, historically designated for Xhosa-speaking people during the apartheid era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transkei, South Africa Target entity description: Transkei, South Africa was a former bantustan in the southeastern part of the country, historically designated for Xhosa-speaking people during the apartheid era.
-
A.
South Africa
South Africa is a country at the southern tip of the African continent, known for its cultural and linguistic diversity, complex history of apartheid and democratic transition, and significant economic and political influence in the region.
-
B.
Kwaluseni
Kwaluseni is a town in Eswatini known primarily as the main campus site of the University of Eswatini.
-
C.
Vereeniging, South Africa
Vereeniging is an industrial city in South Africa’s Gauteng province, historically known for its steel and coal industries and its role in the country’s mining and manufacturing economy.
-
D.
Ciskei
Ciskei was a nominally independent Bantustan in southeastern South Africa established under apartheid as a homeland for Xhosa-speaking people.
-
E.
Mbuzini, South Africa
Mbuzini, South Africa is a rural village near the border with Mozambique best known as the site of the 1986 plane crash that killed Mozambican president Samora Machel.
- 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_69ca84d7260c8190bfbec36762943f37 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cded3566f881909e0d1366f501d554 |
completed | April 2, 2026, 4:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d369b043608190a740621a2eeb49ed |
completed | April 6, 2026, 8:07 a.m. |
| NEDg | Description generation | batch_69d36a995d908190af21fe1dd25a407f |
completed | April 6, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d36ae8c9a881909e553072217790f6 |
completed | April 6, 2026, 8:12 a.m. |
Created at: March 30, 2026, 9:12 p.m.