Triple
T23538898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ronga people |
E577682
|
entity |
| Predicate | linguisticRelation |
P10003
|
FINISHED |
| Object | Changana language |
—
|
NE NERFINISHED |
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: Changana language | Statement: [Ronga people, linguisticRelation, Changana language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changana language Context triple: [Ronga people, linguisticRelation, Changana language]
-
A.
Changana language
chosen
Changana is a Bantu language spoken primarily in southern Mozambique and neighboring regions, closely related to other Tswa–Ronga varieties.
-
B.
Achang language
Achang language is a Tibeto-Burman language spoken primarily by the Achang ethnic minority in Yunnan, China and parts of Myanmar.
-
C.
Chewong language
The Chewong language is an indigenous Austroasiatic language spoken by the Chewong people of Peninsular Malaysia, known for its rich oral tradition and detailed vocabulary related to the forest environment.
-
D.
Chaoshan language
The Chaoshan language is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong, known for its distinct phonology and strong cultural identity among Teochew and Swatow communities.
-
E.
Xamtanga language
Xamtanga is a Central Cushitic (Agaw) language spoken primarily in northern Ethiopia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245f9d5d08190a4a20004e1784e20 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1ae19473881909aa65f9d36744502 |
completed | April 29, 2026, 7:07 a.m. |
Created at: April 17, 2026, 6:10 p.m.