Triple
T22313244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nomvula |
E551576
|
entity |
| Predicate | notableTrack |
P8087
|
FINISHED |
| Object |
Zithande
Zithande is a popular song by South African singer and songwriter Nomvula.
|
E1535618
|
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: Zithande | Statement: [Nomvula, notableTrack, Zithande]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zithande Context triple: [Nomvula, notableTrack, Zithande]
-
A.
Ndwandwe
Ndwandwe was a powerful Nguni-speaking kingdom in southeastern Africa that rivaled the Mthethwa and played a major role in the early 19th-century upheavals that led to the rise of the Zulu state.
-
B.
Mpondo
The Mpondo are a Southern African ethnic group closely related to the Xhosa, known for their distinct language variety, cultural traditions, and historical kingdom in what is now South Africa’s Eastern Cape.
-
C.
Thembisa
Thembisa is a music producer known for working on the hip-hop album "I Got Next."
-
D.
Makhuwa
Makhuwa is a major Bantu language spoken primarily in northern Mozambique by the Makhuwa people.
-
E.
Zwelitsha
Zwelitsha is a township in the Eastern Cape province of South Africa that forms part of the Buffalo City metropolitan area near King William’s Town.
- 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: Zithande Triple: [Nomvula, notableTrack, Zithande]
Generated description
Zithande is a popular song by South African singer and songwriter Nomvula.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zithande Target entity description: Zithande is a popular song by South African singer and songwriter Nomvula.
-
A.
Ndwandwe
Ndwandwe was a powerful Nguni-speaking kingdom in southeastern Africa that rivaled the Mthethwa and played a major role in the early 19th-century upheavals that led to the rise of the Zulu state.
-
B.
Mpondo
The Mpondo are a Southern African ethnic group closely related to the Xhosa, known for their distinct language variety, cultural traditions, and historical kingdom in what is now South Africa’s Eastern Cape.
-
C.
Thembisa
Thembisa is a music producer known for working on the hip-hop album "I Got Next."
-
D.
Makhuwa
Makhuwa is a major Bantu language spoken primarily in northern Mozambique by the Makhuwa people.
-
E.
Zwelitsha
Zwelitsha is a township in the Eastern Cape province of South Africa that forms part of the Buffalo City metropolitan area near King William’s Town.
- 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_69e11e4776588190abb21e5cea79973f |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15750f76c81909d6f788928f503f1 |
completed | April 29, 2026, 12:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0af0cceba881908102d7555c6dbcdc |
completed | May 18, 2026, 10:58 a.m. |
| NEDg | Description generation | batch_6a0af19eaf38819098bc371db9d65460 |
completed | May 18, 2026, 11:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0af2a4aaa481909e7e0ab8a4fbef1d |
completed | May 18, 2026, 11:06 a.m. |
Created at: April 16, 2026, 8:42 p.m.