Triple
T16567858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mandara language |
E402508
|
entity |
| Predicate | hasName |
P744
|
FINISHED |
| Object | Malgwa–Wandala |
E1221464
|
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: Malgwa–Wandala | Statement: [Mandara language, hasName, Malgwa–Wandala]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malgwa–Wandala Context triple: [Mandara language, hasName, Malgwa–Wandala]
-
A.
Wandzia
Wandzia is a Polish diminutive form of the female given name Wanda, used as an affectionate or familiar nickname.
-
B.
Zangaléwa
Zangaléwa is a popular 1986 makossa song by the Cameroonian group Golden Sounds, widely known across Africa and later internationally after being adapted into Shakira’s World Cup anthem "Waka Waka (This Time for Africa)."
-
C.
Wandala
chosen
Wandala is an Afro-Asiatic language spoken primarily in northern Cameroon and parts of Nigeria, associated with the Mandara (Wandala) ethnic group.
-
D.
Wareemba
Wareemba is a small residential suburb in Sydney’s Inner West, known for its quiet streets and proximity to the Parramatta River.
-
E.
Manyanga
Manyanga was an important historical settlement in present-day Zimbabwe that served as the capital of the Rozvi Empire.
- 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35772f6608190a125c7d3c199c3e2 |
completed | April 18, 2026, 10:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00759424348190889dacbbc7435238 |
completed | May 10, 2026, 12:09 p.m. |
Created at: April 10, 2026, 5:16 a.m.