Triple
T18312100
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oshindonga |
E438652
|
entity |
| Predicate | hasDialects |
P4251
|
FINISHED |
| Object |
Eastern Oshindonga
Eastern Oshindonga is a regional dialect of the Oshindonga language spoken by Ovambo communities in parts of northern Namibia and southern Angola.
|
E438652
|
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: Eastern Oshindonga | Statement: [Oshindonga, hasDialects, Eastern Oshindonga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eastern Oshindonga Context triple: [Oshindonga, hasDialects, Eastern Oshindonga]
-
A.
Oshindonga
Oshindonga is a standardized Bantu language variety spoken primarily in northern Namibia and southern Angola, forming one of the main dialects of the Oshiwambo language cluster.
-
B.
Oshikwambi
Oshikwambi is a regional dialect of the Oshiwambo language spoken by the Kwambi people in northern Namibia.
-
C.
Owendo
Owendo is a port city in western Gabon that serves as an important industrial and maritime hub near the capital, Libreville.
-
D.
Ongwediva
Ongwediva is a growing town in northern Namibia known as an educational and commercial hub, hosting institutions like the University of Namibia’s campus and the annual Ongwediva Trade Fair.
-
E.
Mangole
Mangole is one of the principal islands of Indonesia’s Sula Islands archipelago in North Maluku Province.
- 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: Eastern Oshindonga Triple: [Oshindonga, hasDialects, Eastern Oshindonga]
Generated description
Eastern Oshindonga is a regional dialect of the Oshindonga language spoken by Ovambo communities in parts of northern Namibia and southern Angola.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eastern Oshindonga Target entity description: Eastern Oshindonga is a regional dialect of the Oshindonga language spoken by Ovambo communities in parts of northern Namibia and southern Angola.
-
A.
Oshindonga
chosen
Oshindonga is a standardized Bantu language variety spoken primarily in northern Namibia and southern Angola, forming one of the main dialects of the Oshiwambo language cluster.
-
B.
Oshikwambi
Oshikwambi is a regional dialect of the Oshiwambo language spoken by the Kwambi people in northern Namibia.
-
C.
Owendo
Owendo is a port city in western Gabon that serves as an important industrial and maritime hub near the capital, Libreville.
-
D.
Ongwediva
Ongwediva is a growing town in northern Namibia known as an educational and commercial hub, hosting institutions like the University of Namibia’s campus and the annual Ongwediva Trade Fair.
-
E.
Mangole
Mangole is one of the principal islands of Indonesia’s Sula Islands archipelago in North Maluku Province.
- F. None of above.
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_69d8b916a2d081909e249e4902f6aad9 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50219cd548190b8da5f402d5da773 |
completed | April 19, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03d7696fc481908e812003e681a514 |
completed | May 13, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_6a03d7f2166881908068f21bdc4e32ba |
completed | May 13, 2026, 1:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03d862b9dc81909ac8ca5048c51b9c |
completed | May 13, 2026, 1:48 a.m. |
Created at: April 10, 2026, 10:36 a.m.