Triple
T16381771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oshakati |
E397822
|
entity |
| Predicate | hasShoppingCentre |
P4285
|
FINISHED |
| Object |
Etango Complex
Etango Complex is a prominent shopping center in Oshakati, Namibia, offering a variety of retail stores and services to local residents and visitors.
|
E1211431
|
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: Etango Complex | Statement: [Oshakati, hasShoppingCentre, Etango Complex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Etango Complex Context triple: [Oshakati, hasShoppingCentre, Etango Complex]
-
A.
Tongayi
Tongayi is a Zimbabwean actor known for his roles in film and television, including appearances in international productions.
-
B.
Boma
Boma is a buffet-style African-inspired restaurant at Disney’s Animal Kingdom Lodge known for its diverse flavors and vibrant, marketplace-like atmosphere.
-
C.
Boma
Boma is a historic port city on the Congo River in present-day Democratic Republic of the Congo that served as a major colonial administrative and trading center.
-
D.
Ntwetwe Pan
Ntwetwe Pan is one of the largest and most prominent salt flats in Botswana’s Makgadikgadi Pans, known for its vast, starkly beautiful desert landscape and unique wildlife.
-
E.
Chirundu
Chirundu is a border town in northern Zimbabwe situated on the Zambezi River, serving as a key crossing point between Zimbabwe and Zambia.
- 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: Etango Complex Triple: [Oshakati, hasShoppingCentre, Etango Complex]
Generated description
Etango Complex is a prominent shopping center in Oshakati, Namibia, offering a variety of retail stores and services to local residents and visitors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Etango Complex Target entity description: Etango Complex is a prominent shopping center in Oshakati, Namibia, offering a variety of retail stores and services to local residents and visitors.
-
A.
Tongayi
Tongayi is a Zimbabwean actor known for his roles in film and television, including appearances in international productions.
-
B.
Boma
Boma is a buffet-style African-inspired restaurant at Disney’s Animal Kingdom Lodge known for its diverse flavors and vibrant, marketplace-like atmosphere.
-
C.
Boma
Boma is a historic port city on the Congo River in present-day Democratic Republic of the Congo that served as a major colonial administrative and trading center.
-
D.
Ntwetwe Pan
Ntwetwe Pan is one of the largest and most prominent salt flats in Botswana’s Makgadikgadi Pans, known for its vast, starkly beautiful desert landscape and unique wildlife.
-
E.
Chirundu
Chirundu is a border town in northern Zimbabwe situated on the Zambezi River, serving as a key crossing point between Zimbabwe and Zambia.
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319dd0e0c8190812bde6a2f7d9644 |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c55bba481909bca6cc17e1dfcf5 |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003e602e9c8190893a95c14b787abb |
completed | May 10, 2026, 8:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003ee98a5081909670b97efb269a71 |
completed | May 10, 2026, 8:16 a.m. |
Created at: April 10, 2026, 5:08 a.m.