Triple
T7276360
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tswa–Ronga languages |
E163038
|
entity |
| Predicate | usedByEthnicGroup |
P4709
|
FINISHED |
| Object | Ronga people |
E577682
|
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: Ronga people | Statement: [Tswa–Ronga languages, usedByEthnicGroup, Ronga people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ronga people Context triple: [Tswa–Ronga languages, usedByEthnicGroup, Ronga people]
-
A.
Ronga people
chosen
The Ronga people are a Bantu-speaking ethnic group of southern Mozambique, closely related to the Tsonga, with distinct cultural traditions and language.
-
B.
Tututni people
The Tututni people are an Indigenous group of southwestern Oregon, traditionally part of the Athabaskan-speaking peoples along the Rogue River and nearby Pacific coast.
-
C.
Wanarua people
The Wanarua people are an Aboriginal Australian group traditionally associated with the Hunter Valley region of New South Wales, known for their distinct language, culture, and enduring connection to their ancestral lands.
-
D.
Tariana people
The Tariana people are an Indigenous group of the northwest Amazon, primarily in Brazil, known for their Arawakan language, complex kinship systems, and riverine subsistence lifestyle.
-
E.
Worimi people
The Worimi people are an Aboriginal Australian group whose traditional lands encompass parts of the New South Wales mid-north coast, including areas around present-day Port Stephens and the lower Hunter region.
- 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_69c6885c5964819085b209701769877f |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eb2f239c819097c1ac4d6de8b0e5 |
completed | March 27, 2026, 8:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c988df1e4c8190a46c971a3f9b2d49 |
completed | March 29, 2026, 8:17 p.m. |
Created at: March 27, 2026, 2:59 p.m.