Triple
T22139708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hlubi |
E547123
|
entity |
| Predicate | traditionalLanguage |
P6149
|
FINISHED |
| Object |
isiHlubi
isiHlubi is a Southern Bantu language historically spoken by the Hlubi people of South Africa and Lesotho, closely related to other Nguni languages.
|
E1520970
|
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: isiHlubi | Statement: [Hlubi, traditionalLanguage, isiHlubi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: isiHlubi Context triple: [Hlubi, traditionalLanguage, isiHlubi]
-
A.
isihlangu
Isihlangu is a large, oval cowhide war shield historically used by Zulu warriors in battle and ceremonial displays.
-
B.
Sisulu
Sisulu is a prominent South African surname most closely associated with anti-apartheid leader Walter Sisulu and his politically influential family.
-
C.
Vuli Ndlela
"Vuli Ndlela" is a hugely popular South African pop song by Brenda Fassie, widely regarded as one of her signature hits and a classic of 1990s African music.
-
D.
Zindziswa
Zindziswa is the given first name of Zindzi Mandela, the South African diplomat, poet, and daughter of Nelson Mandela and Winnie Madikizela-Mandela.
-
E.
Ililabalekan
Ililabalekan is a stratovolcano located on Lembata Island in Indonesia’s Lesser Sunda Islands, known for its prominent cone and geothermal activity.
- 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: isiHlubi Triple: [Hlubi, traditionalLanguage, isiHlubi]
Generated description
isiHlubi is a Southern Bantu language historically spoken by the Hlubi people of South Africa and Lesotho, closely related to other Nguni languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: isiHlubi Target entity description: isiHlubi is a Southern Bantu language historically spoken by the Hlubi people of South Africa and Lesotho, closely related to other Nguni languages.
-
A.
isihlangu
Isihlangu is a large, oval cowhide war shield historically used by Zulu warriors in battle and ceremonial displays.
-
B.
Sisulu
Sisulu is a prominent South African surname most closely associated with anti-apartheid leader Walter Sisulu and his politically influential family.
-
C.
Vuli Ndlela
"Vuli Ndlela" is a hugely popular South African pop song by Brenda Fassie, widely regarded as one of her signature hits and a classic of 1990s African music.
-
D.
Zindziswa
Zindziswa is the given first name of Zindzi Mandela, the South African diplomat, poet, and daughter of Nelson Mandela and Winnie Madikizela-Mandela.
-
E.
Ililabalekan
Ililabalekan is a stratovolcano located on Lembata Island in Indonesia’s Lesser Sunda Islands, known for its prominent cone and geothermal activity.
- 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_69e11e3a95d88190a3bd80d9471976c3 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129bda1208190b851ae5c68b760e9 |
completed | April 28, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a96fa6fc08190b2985b2b350c7336 |
completed | May 18, 2026, 4:35 a.m. |
| NEDg | Description generation | batch_6a0a97cc77b481909587d3fb58a2a39d |
completed | May 18, 2026, 4:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a983409c4819092262706e79111fc |
completed | May 18, 2026, 4:40 a.m. |
Created at: April 16, 2026, 8:32 p.m.