Triple
T23468741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | amaGqika |
E569167
|
entity |
| Predicate | hasLeader |
P981
|
FINISHED |
| Object |
Ngqika ka Mlawu
Ngqika ka Mlawu was a prominent 18th–19th century Xhosa chief who led the amaGqika clan during a period of intense conflict and negotiation with expanding European colonial powers in southern Africa.
|
E1589545
|
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: Ngqika ka Mlawu | Statement: [amaGqika, hasLeader, Ngqika ka Mlawu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngqika ka Mlawu Context triple: [amaGqika, hasLeader, Ngqika ka Mlawu]
-
A.
Mogale wa Mogale
Mogale wa Mogale was a 19th-century BaPo chief and historical leader in the Krugersdorp region of South Africa, remembered for his resistance to Boer expansion.
-
B.
Thuso Mbedu
Thuso Mbedu is a South African actress acclaimed for her powerful performances in international television and film, earning recognition and award nominations for her dramatic roles.
-
C.
Mqanduli
Mqanduli is a small town in South Africa’s Eastern Cape province, situated in a rural area historically associated with the Xhosa people.
-
D.
The Zulu
The Zulu is a South African theatrical work by Mbongeni Ngema that explores Zulu culture, history, and identity through music, drama, and storytelling.
-
E.
Shosholoza
Shosholoza is a traditional South African folk song, often associated with mine workers and later adopted as an unofficial sporting anthem.
- 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: Ngqika ka Mlawu Triple: [amaGqika, hasLeader, Ngqika ka Mlawu]
Generated description
Ngqika ka Mlawu was a prominent 18th–19th century Xhosa chief who led the amaGqika clan during a period of intense conflict and negotiation with expanding European colonial powers in southern Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngqika ka Mlawu Target entity description: Ngqika ka Mlawu was a prominent 18th–19th century Xhosa chief who led the amaGqika clan during a period of intense conflict and negotiation with expanding European colonial powers in southern Africa.
-
A.
Mogale wa Mogale
Mogale wa Mogale was a 19th-century BaPo chief and historical leader in the Krugersdorp region of South Africa, remembered for his resistance to Boer expansion.
-
B.
Thuso Mbedu
Thuso Mbedu is a South African actress acclaimed for her powerful performances in international television and film, earning recognition and award nominations for her dramatic roles.
-
C.
Mqanduli
Mqanduli is a small town in South Africa’s Eastern Cape province, situated in a rural area historically associated with the Xhosa people.
-
D.
The Zulu
The Zulu is a South African theatrical work by Mbongeni Ngema that explores Zulu culture, history, and identity through music, drama, and storytelling.
-
E.
Shosholoza
Shosholoza is a traditional South African folk song, often associated with mine workers and later adopted as an unofficial sporting anthem.
- 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_69e2458ebd808190b3298163132cfb0b |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a6fd280c81908aae05f0851466eb |
completed | April 29, 2026, 6:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c8256ede08190a95e0074245e9eff |
completed | May 19, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_6a0ca6efb0d88190bf15b18cc3f12482 |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca80db6288190ae99313c1f2485db |
completed | May 19, 2026, 6:12 p.m. |
Created at: April 17, 2026, 5:54 p.m.