Triple
T6700738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tswa language |
E152870
|
entity |
| Predicate | neighboringLanguages |
P16383
|
FINISHED |
| Object | Changana |
E129307
|
NE FINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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 | Statement: [Tswa language, neighboringLanguages, Changana]
Disambiguation candidates (1 decision)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changana Context triple: [Tswa language, neighboringLanguages, Changana]
-
A.
Changana
chosen
Changana is a Bantu language spoken primarily in southern Mozambique and neighboring regions, known for its significant influence on local varieties of African Portuguese.
-
B.
Chanda
Chanda was a historical kingdom associated with the Gond people, an indigenous community of central India.
-
C.
Mangaliso
Mangaliso is the middle name of Robert Sobukwe, the prominent South African anti-apartheid activist and founding leader of the Pan Africanist Congress.
-
D.
Yanaon
Yanaon is the former name of Yanam, a small coastal town in India that was once part of French India and retains a distinct Franco-Indian cultural heritage.
-
E.
Machang
Machang is a town and administrative district in the Malaysian state of Kelantan, known for its semi-urban character and role as a local commercial and educational hub.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69c68807adbc8190b8632df42b39eda0 |
elicitation | completed |
| NER | batch_69c6d0e4a1848190997520ddd7808cc6 |
ner | completed |
| NED1 | batch_69c70081395c8190921636db5cfa096a |
ned_source_triple | completed |
Created at: March 27, 2026, 2:05 p.m.