Triple
T3212178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngonye Falls |
E67304
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Sioma, Zambia
Sioma is a rural town in western Zambia known as a gateway to the scenic Ngonye Falls on the Zambezi River.
|
E338006
|
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: Sioma, Zambia | Statement: [Ngonye Falls, near, Sioma, Zambia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sioma, Zambia Context triple: [Ngonye Falls, near, Sioma, Zambia]
-
A.
Northwestern Zambia
Northwestern Zambia is a sparsely populated, rural region of Zambia known for its upland plateaus, extensive forests, and role as a headwaters area for major southern African rivers.
-
B.
Kafue National Park
Kafue National Park is one of Africa’s largest and oldest national parks, renowned for its diverse wildlife, expansive wetlands, and relatively untouched wilderness.
-
C.
Kyalami
Kyalami is a well-known suburb in the Midrand area of Johannesburg, South Africa, famous for its motor racing circuit and upmarket residential estates.
-
D.
Zambezi Valley
The Zambezi Valley is a vast, wildlife-rich river valley in southern Africa, known for its dramatic landscapes along the Zambezi River and protected areas such as Mana Pools.
-
E.
Kazinga Channel
Kazinga Channel is a natural waterway in western Uganda that links Lake Edward and Lake George and is renowned for its rich wildlife and scenic boat safaris.
- 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: Sioma, Zambia Triple: [Ngonye Falls, near, Sioma, Zambia]
Generated description
Sioma is a rural town in western Zambia known as a gateway to the scenic Ngonye Falls on the Zambezi River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sioma, Zambia Target entity description: Sioma is a rural town in western Zambia known as a gateway to the scenic Ngonye Falls on the Zambezi River.
-
A.
Northwestern Zambia
Northwestern Zambia is a sparsely populated, rural region of Zambia known for its upland plateaus, extensive forests, and role as a headwaters area for major southern African rivers.
-
B.
Kafue National Park
Kafue National Park is one of Africa’s largest and oldest national parks, renowned for its diverse wildlife, expansive wetlands, and relatively untouched wilderness.
-
C.
Kyalami
Kyalami is a well-known suburb in the Midrand area of Johannesburg, South Africa, famous for its motor racing circuit and upmarket residential estates.
-
D.
Zambezi Valley
The Zambezi Valley is a vast, wildlife-rich river valley in southern Africa, known for its dramatic landscapes along the Zambezi River and protected areas such as Mana Pools.
-
E.
Kazinga Channel
Kazinga Channel is a natural waterway in western Uganda that links Lake Edward and Lake George and is renowned for its rich wildlife and scenic boat safaris.
- 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_69ad858ac36c81909962589cd277d6e2 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaaba224c8190ad2f4e0ed1c2ca4a |
completed | March 8, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b262326d508190a4a702ed549fed99 |
completed | March 12, 2026, 6:50 a.m. |
| NEDg | Description generation | batch_69b264c446088190a1651e108279c7ba |
completed | March 12, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b265ef74d081908fe4dd4998dbf240 |
completed | March 12, 2026, 7:06 a.m. |
Created at: March 8, 2026, 3:07 p.m.