Triple
T14243677
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabo Delgado Province |
E353074
|
entity |
| Predicate | hasLocalLanguage |
P4185
|
FINISHED |
| Object | Makhuwa language |
E353073
|
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: Makhuwa language | Statement: [Cabo Delgado Province, hasLocalLanguage, Makhuwa language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Makhuwa language Context triple: [Cabo Delgado Province, hasLocalLanguage, Makhuwa language]
-
A.
Makhuwa-Saka language
The Makhuwa-Saka language is a Bantu language variety of the Makhuwa cluster spoken primarily in northern Mozambique.
-
B.
Makhuwa languages
chosen
The Makhuwa languages are a group of closely related Bantu languages spoken primarily in northern Mozambique and neighboring regions of southeastern Africa.
-
C.
Makhuwa-Enahara language
The Makhuwa-Enahara language is a Bantu language spoken primarily in northern Mozambique as one of the varieties of the broader Makhuwa language cluster.
-
D.
Makhuwa-Marrevone language
The Makhuwa-Marrevone language is a Bantu language variety spoken by Makhuwa communities in Mozambique, forming part of the broader Makhuwa linguistic cluster.
-
E.
Luchazi language
The Luchazi language is a Bantu language spoken primarily by the Luchazi people in Angola and neighboring regions of southern Africa.
- 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_69d8278adc7c8190a9218d69bce3c4e6 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6245d6a481909ef665748cd4d64c |
completed | April 14, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d7a13288190a73683e275f6bbc0 |
completed | May 8, 2026, 4:58 a.m. |
Created at: April 10, 2026, 1:08 a.m.