Triple
T4302731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oshiwambo |
E99877
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Ovamboland
Ovamboland is a historical region in northern Namibia and southern Angola traditionally inhabited by the Ovambo people, who speak the Oshiwambo language.
|
E430317
|
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: Ovamboland | Statement: [Oshiwambo, region, Ovamboland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ovamboland Context triple: [Oshiwambo, region, Ovamboland]
-
A.
Barotseland region
Barotseland region is a historical and cultural area in western Zambia, traditionally associated with the Lozi people and their kingdom.
-
B.
Thembuland
Thembuland is a historical region in South Africa that served as the traditional homeland of the Thembu people, an Nguni-speaking group to which figures like Nelson Mandela belong.
-
C.
Otjozondjupa Region
Otjozondjupa Region is an administrative region in central Namibia known for its agricultural activities, wildlife areas, and role as a key transport corridor.
-
D.
Khomas Region
Khomas Region is a central administrative region of Namibia that includes the national capital, Windhoek, and serves as a key political and economic hub of the country.
-
E.
Khomas Hochland
Khomas Hochland is a rugged highland area in central Namibia characterized by its mountainous terrain and scenic, sparsely populated landscapes.
- 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: Ovamboland Triple: [Oshiwambo, region, Ovamboland]
Generated description
Ovamboland is a historical region in northern Namibia and southern Angola traditionally inhabited by the Ovambo people, who speak the Oshiwambo language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ovamboland Target entity description: Ovamboland is a historical region in northern Namibia and southern Angola traditionally inhabited by the Ovambo people, who speak the Oshiwambo language.
-
A.
Barotseland region
Barotseland region is a historical and cultural area in western Zambia, traditionally associated with the Lozi people and their kingdom.
-
B.
Thembuland
Thembuland is a historical region in South Africa that served as the traditional homeland of the Thembu people, an Nguni-speaking group to which figures like Nelson Mandela belong.
-
C.
Otjozondjupa Region
Otjozondjupa Region is an administrative region in central Namibia known for its agricultural activities, wildlife areas, and role as a key transport corridor.
-
D.
Khomas Region
Khomas Region is a central administrative region of Namibia that includes the national capital, Windhoek, and serves as a key political and economic hub of the country.
-
E.
Khomas Hochland
Khomas Hochland is a rugged highland area in central Namibia characterized by its mountainous terrain and scenic, sparsely populated landscapes.
- 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_69b345528ebc8190b5abc7e95094792d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350b66450819089c9ff6ff9f045e5 |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d0774d388190aaff15f528fe1bc2 |
completed | March 14, 2026, 9:17 p.m. |
| NEDg | Description generation | batch_69b5d0f6d1d48190a3ecd1765043ac58 |
completed | March 14, 2026, 9:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d18381288190948a7a0c42dc8cbf |
completed | March 14, 2026, 9:22 p.m. |
Created at: March 12, 2026, 11:08 p.m.