Triple
T16700356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Pandeni Constituency |
E405828
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Windhoek urban area |
E48226
|
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: Windhoek urban area | Statement: [John Pandeni Constituency, partOf, Windhoek urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Windhoek urban area Context triple: [John Pandeni Constituency, partOf, Windhoek urban area]
-
A.
Windhoek
chosen
Windhoek is the capital and largest city of Namibia, serving as the country’s political, economic, and cultural center.
-
B.
Otjiwarongo
Otjiwarongo is a town in central Namibia known as a key commercial and transport hub for the surrounding agricultural and wildlife regions.
-
C.
Okahandja
Okahandja is a town in central Namibia known as a historical center of the Herero people and an important stop on the main route between Windhoek and the northern regions.
-
D.
Oshakati–Ongwediva–Ondangwa urban cluster
The Oshakati–Ongwediva–Ondangwa urban cluster is a major interconnected urban and economic hub in northern Namibia, centered around the closely linked towns of Oshakati, Ongwediva, and Ondangwa.
-
E.
Windhoek urban constituencies
Windhoek urban constituencies are the electoral subdivisions that make up the city of Windhoek in Namibia, used for local and regional political representation.
- 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_69d8838db21081909589220fd71440a4 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3833195948190801268a1053060d9 |
completed | April 18, 2026, 1:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00cfbe853c8190941d9a20173100fc |
completed | May 10, 2026, 6:34 p.m. |
Created at: April 10, 2026, 5:19 a.m.