Triple
T14243676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabo Delgado Province |
E353074
|
entity |
| Predicate | hasLocalLanguage |
P4185
|
FINISHED |
| Object | Makonde language |
E1083821
|
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: Makonde language | Statement: [Cabo Delgado Province, hasLocalLanguage, Makonde language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Makonde language Context triple: [Cabo Delgado Province, hasLocalLanguage, Makonde language]
-
A.
Makonde language
chosen
The Makonde language is a Bantu language spoken primarily by the Makonde people of northern Mozambique and southern Tanzania.
-
B.
Kaonde language
The Kaonde language is a Bantu language spoken primarily by the Kaonde people of northwestern Zambia and parts of the Democratic Republic of the Congo.
-
C.
Ngindo language
The Ngindo language is a Bantu language spoken by the Ngindo people of southeastern Tanzania.
-
D.
Mbunda language
The Mbunda language is a Bantu language spoken primarily by the Mbunda people in parts of Angola and Zambia.
-
E.
Konongo language
The Konongo language is a Bantu language of East Africa, closely related to Sukuma and spoken by the Konongo people.
- 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_69fd28235880819094f5983cce01b0fc |
completed | May 8, 2026, 12:02 a.m. |
Created at: April 10, 2026, 1:08 a.m.