Triple
T22169851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Xichangana |
E547889
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Tsonga language cluster |
E163038
|
NE FINISHED |
How this triple was built (2 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: Tsonga language cluster | Statement: [Xichangana, partOf, Tsonga language cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tsonga language cluster Context triple: [Xichangana, partOf, Tsonga language cluster]
-
A.
Tsonga language
The Tsonga language is a Bantu language spoken primarily in southern Africa, especially in Mozambique, South Africa, Eswatini, and Zimbabwe.
-
B.
Tswa–Ronga languages
chosen
The Tswa–Ronga languages are a closely related group of Bantu languages spoken primarily in southern Africa, including varieties such as Tsonga and Ronga.
-
C.
Bangi–Ntomba languages
The Bangi–Ntomba languages are a group of closely related Bantu languages spoken primarily in the Congo River basin of Central Africa.
-
D.
Khoe–Kwadi language family
The Khoe–Kwadi language family is a proposed grouping of southern African languages that links the Khoe languages with the extinct Kwadi language, suggesting a broader historical relationship among non-Bantu languages in the region.
-
E.
Teke–Mbede languages
The Teke–Mbede languages are a group of closely related Bantu languages spoken primarily in Gabon and neighboring Central African countries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69e11e3c4c5c81908d336165816b12e0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12a67f4dc81909cc5f8d2c1fe6129 |
completed | April 28, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a9ec2bb908190b6f1dbffd753f1e6 |
completed | May 18, 2026, 5:08 a.m. |
Created at: April 16, 2026, 8:34 p.m.