Triple
T14158068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nampula Province |
E350864
|
entity |
| Predicate | commonLanguage |
P237
|
FINISHED |
| Object | Emakhuwa |
E594813
|
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: Emakhuwa | Statement: [Nampula Province, commonLanguage, Emakhuwa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emakhuwa Context triple: [Nampula Province, commonLanguage, Emakhuwa]
-
A.
Emakhuwa
chosen
Emakhuwa is a Bantu language widely spoken in northern Mozambique, primarily by the Makua people.
-
B.
Ntswempu
Ntswempu is a song by the artist King Don Come.
-
C.
Sekhukhuneland
Sekhukhuneland is a historical region in northeastern South Africa that served as the heartland of the Pedi kingdom and culture.
-
D.
Mthwakazi
Mthwakazi is a historic Ndebele kingdom in southwestern Zimbabwe, often associated with the precolonial state founded by King Mzilikazi in the 19th century.
-
E.
Soshanguve
Soshanguve is a large township in the northern part of the Gauteng province of South Africa, known for its diverse population and proximity to Pretoria.
- 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61377de48190a3470d28f0edd34a |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7ef4d80819098d210503f5d22e9 |
completed | May 7, 2026, 8:37 p.m. |
Created at: April 10, 2026, 12:58 a.m.