Triple
T23270859
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Kalanga |
E588283
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Eastern Kalanga |
E589685
|
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: Eastern Kalanga | Statement: [Western Kalanga, relatedTo, Eastern Kalanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eastern Kalanga Context triple: [Western Kalanga, relatedTo, Eastern Kalanga]
-
A.
Eastern Kalanga
chosen
Eastern Kalanga is a regional variety of the Kalanga language spoken by Kalanga communities in parts of southern Africa, particularly in areas of Botswana and Zimbabwe.
-
B.
Western Kalanga
Western Kalanga is a regional variety of the Kalanga language spoken primarily in parts of southern Africa, distinguished by its own phonological and lexical features.
-
C.
Northern Ndebele
Northern Ndebele is a Bantu language of the Nguni group spoken primarily in southwestern Zimbabwe and closely related to Zulu.
-
D.
Southern Ndebele
Southern Ndebele is a Bantu language spoken primarily in South Africa, known for its distinctive click sounds and cultural association with the Ndebele people.
-
E.
Northwest Bantu
Northwest Bantu is a subgroup of Bantu languages spoken in parts of Central and West-Central Africa, encompassing languages such as Fang.
- 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_69e25d148adc819088efbf42672604e9 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1957418fc819085ee528622e0c6de |
completed | April 29, 2026, 5:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f7797a481909c56589d1d3292ea |
completed | May 19, 2026, 10:46 a.m. |
Created at: April 17, 2026, 4:45 p.m.