Triple
T9122590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goodwill Zwelithini kaBhekuzulu |
E218890
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
kaBhekuzulu
kaBhekuzulu is the dynastic surname associated with the Zulu royal lineage, notably borne by King Goodwill Zwelithini.
|
E779606
|
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: kaBhekuzulu | Statement: [Goodwill Zwelithini kaBhekuzulu, familyName, kaBhekuzulu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: kaBhekuzulu Context triple: [Goodwill Zwelithini kaBhekuzulu, familyName, kaBhekuzulu]
-
A.
Mabalako
Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
-
B.
Mzilikazi
Mzilikazi was a 19th-century Southern African king who founded the Ndebele (Matabele) nation and led its migration to what is now Zimbabwe.
-
C.
Nquthu
Nquthu is a small town in KwaZulu-Natal, South Africa, known for its rural character and historical significance in the region.
-
D.
BaKalanga
BaKalanga are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich cultural traditions and historical links to the Mapungubwe and Great Zimbabwe civilizations.
-
E.
Makaziwe
Makaziwe is a South African academic and businesswoman best known as the daughter of Nelson Mandela.
- 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: kaBhekuzulu Triple: [Goodwill Zwelithini kaBhekuzulu, familyName, kaBhekuzulu]
Generated description
kaBhekuzulu is the dynastic surname associated with the Zulu royal lineage, notably borne by King Goodwill Zwelithini.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: kaBhekuzulu Target entity description: kaBhekuzulu is the dynastic surname associated with the Zulu royal lineage, notably borne by King Goodwill Zwelithini.
-
A.
Mabalako
Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
-
B.
Mzilikazi
Mzilikazi was a 19th-century Southern African king who founded the Ndebele (Matabele) nation and led its migration to what is now Zimbabwe.
-
C.
Nquthu
Nquthu is a small town in KwaZulu-Natal, South Africa, known for its rural character and historical significance in the region.
-
D.
BaKalanga
BaKalanga are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich cultural traditions and historical links to the Mapungubwe and Great Zimbabwe civilizations.
-
E.
Makaziwe
Makaziwe is a South African academic and businesswoman best known as the daughter of Nelson Mandela.
- 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_69ca83dddd548190983b96c664f7f367 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8b46dac8190bde88205c85f596a |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0308ff628819083f02bf71eb40c5b |
completed | April 3, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69d0318ef52c8190bfa0bef6a8d41daa |
completed | April 3, 2026, 9:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d03571c4648190bd546152c61c55a5 |
completed | April 3, 2026, 9:47 p.m. |
Created at: March 30, 2026, 7:17 p.m.