Triple
T23364008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacob Zuma |
E593262
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Nkandla
Nkandla is a rural town in South Africa’s KwaZulu-Natal province, best known internationally as the homestead area of former president Jacob Zuma and the center of a major state-funded home upgrade controversy.
|
E1583066
|
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: Nkandla | Statement: [Jacob Zuma, placeOfBirth, Nkandla]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nkandla Context triple: [Jacob Zuma, placeOfBirth, Nkandla]
-
A.
Eshowe
Eshowe is a historic town in South Africa’s KwaZulu-Natal province, notable as a center of Zulu history and colonial-era conflict.
-
B.
uMkhuze Game Reserve
uMkhuze Game Reserve is a renowned protected area in northern KwaZulu-Natal, South Africa, famous for its rich birdlife, diverse wildlife, and varied habitats including wetlands, woodlands, and savannah.
-
C.
Ndumo Game Reserve
Ndumo Game Reserve is a protected wildlife area in northeastern KwaZulu-Natal, South Africa, renowned for its rich birdlife, wetlands, and diverse ecosystems along the Pongola and Usutu rivers.
-
D.
Kyalami Estates
Kyalami Estates is a secure, upmarket residential estate known for its landscaped surroundings and family-oriented community in the Kyalami area of South Africa.
-
E.
Polokwane Game Reserve
Polokwane Game Reserve is a protected wildlife area near the city of Polokwane in South Africa, known for its savanna landscapes, diverse antelope species, and accessible game-viewing and hiking opportunities.
- 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: Nkandla Triple: [Jacob Zuma, placeOfBirth, Nkandla]
Generated description
Nkandla is a rural town in South Africa’s KwaZulu-Natal province, best known internationally as the homestead area of former president Jacob Zuma and the center of a major state-funded home upgrade controversy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nkandla Target entity description: Nkandla is a rural town in South Africa’s KwaZulu-Natal province, best known internationally as the homestead area of former president Jacob Zuma and the center of a major state-funded home upgrade controversy.
-
A.
Eshowe
Eshowe is a historic town in South Africa’s KwaZulu-Natal province, notable as a center of Zulu history and colonial-era conflict.
-
B.
uMkhuze Game Reserve
uMkhuze Game Reserve is a renowned protected area in northern KwaZulu-Natal, South Africa, famous for its rich birdlife, diverse wildlife, and varied habitats including wetlands, woodlands, and savannah.
-
C.
Ndumo Game Reserve
Ndumo Game Reserve is a protected wildlife area in northeastern KwaZulu-Natal, South Africa, renowned for its rich birdlife, wetlands, and diverse ecosystems along the Pongola and Usutu rivers.
-
D.
Kyalami Estates
Kyalami Estates is a secure, upmarket residential estate known for its landscaped surroundings and family-oriented community in the Kyalami area of South Africa.
-
E.
Polokwane Game Reserve
Polokwane Game Reserve is a protected wildlife area near the city of Polokwane in South Africa, known for its savanna landscapes, diverse antelope species, and accessible game-viewing and hiking opportunities.
- 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_69e25d2593c88190bcdf4a716a94ccb2 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a0aac4248190a4663ed12aed6856 |
completed | April 29, 2026, 6:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c5dd78f508190b3b83e4cc2625163 |
completed | May 19, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_6a0c60473de0819096d3b4e35da16295 |
completed | May 19, 2026, 1:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c60b52fe88190854803902df750c5 |
completed | May 19, 2026, 1:08 p.m. |
Created at: April 17, 2026, 5:31 p.m.