Triple
T21665233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Makonde |
E534696
|
entity |
| Predicate | hasDialect |
P4251
|
FINISHED |
| Object |
Northern Makonde
Northern Makonde is a regional variety of the Makonde Bantu language spoken primarily in northern areas of the Makonde-speaking community.
|
E1495216
|
NE FINISHED |
How this triple was built (4 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: Northern Makonde | Statement: [Makonde, hasDialect, Northern Makonde]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Makonde Context triple: [Makonde, hasDialect, Northern Makonde]
-
A.
Kaonde
Kaonde is a Bantu language spoken primarily by the Kaonde people of northwestern Zambia and parts of the Democratic Republic of the Congo.
-
B.
northern Mozambique
Northern Mozambique is a coastal region of Mozambique known for its strategic Indian Ocean ports, diverse cultures, and rich natural landscapes including beaches and marine reserves.
-
C.
western Mozambique
Western Mozambique is a region of Mozambique characterized by its inland plateaus and highlands, including part of the Eastern Highlands along the border with Zimbabwe.
-
D.
Oshikundu
Oshikundu is a traditional fermented millet-based drink from Namibia, especially associated with the Ovambo people.
-
E.
Mzanaki
Mzanaki refers to a member of the Zanaki people, an ethnic group native to parts of Tanzania.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Northern Makonde Triple: [Makonde, hasDialect, Northern Makonde]
Generated description
Northern Makonde is a regional variety of the Makonde Bantu language spoken primarily in northern areas of the Makonde-speaking community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Makonde Target entity description: Northern Makonde is a regional variety of the Makonde Bantu language spoken primarily in northern areas of the Makonde-speaking community.
-
A.
Kaonde
Kaonde is a Bantu language spoken primarily by the Kaonde people of northwestern Zambia and parts of the Democratic Republic of the Congo.
-
B.
northern Mozambique
Northern Mozambique is a coastal region of Mozambique known for its strategic Indian Ocean ports, diverse cultures, and rich natural landscapes including beaches and marine reserves.
-
C.
western Mozambique
Western Mozambique is a region of Mozambique characterized by its inland plateaus and highlands, including part of the Eastern Highlands along the border with Zimbabwe.
-
D.
Oshikundu
Oshikundu is a traditional fermented millet-based drink from Namibia, especially associated with the Ovambo people.
-
E.
Mzanaki
Mzanaki refers to a member of the Zanaki people, an ethnic group native to parts of Tanzania.
- F. None of above. chosen
Provenance (5 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_69e0c467e1f48190af2650b19175abc4 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef6c0b26c8819092c13e59dcc3c25c |
completed | April 27, 2026, 2 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a15a0fcb8819095a7ada7e746a1ef |
completed | May 17, 2026, 7:23 p.m. |
| NEDg | Description generation | batch_6a0a165552f48190aab079b317c6e281 |
completed | May 17, 2026, 7:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a1704fb4c819086a689ccced74f90 |
completed | May 17, 2026, 7:29 p.m. |
Created at: April 16, 2026, 6:36 p.m.