Triple
T23112503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banhine National Park |
E576357
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Limpopo River basin
The Limpopo River basin is a major transboundary drainage area in southern Africa that supports diverse ecosystems, agriculture, and human settlements across several countries, including Mozambique, South Africa, Botswana, and Zimbabwe.
|
E1578578
|
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: Limpopo River basin | Statement: [Banhine National Park, region, Limpopo River basin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limpopo River basin Context triple: [Banhine National Park, region, Limpopo River basin]
-
A.
Olifants River basin
The Olifants River basin is a major river catchment in southern Africa that drains parts of South Africa and Mozambique, supporting diverse ecosystems, agriculture, and human settlements.
-
B.
Sand River (Limpopo) basin
The Sand River (Limpopo) basin is a sub-catchment of the Limpopo River system in southern Africa, important for regional water resources, ecosystems, and local agriculture.
-
C.
Limpopo River valley
The Limpopo River valley is a fertile and strategically important region in southern Africa that has long served as a corridor for trade, settlement, and political power.
-
D.
Zambezi Basin
The Zambezi Basin is the vast river catchment area in southern Africa that collects the waters of the Zambezi River and its tributaries, encompassing parts of several countries and supporting major ecosystems, agriculture, and hydropower.
-
E.
Molopo River basin
The Molopo River basin is a semi-arid drainage region in southern Africa that collects runoff from parts of Botswana, South Africa, and Namibia, feeding the intermittent Molopo River system.
- 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: Limpopo River basin Triple: [Banhine National Park, region, Limpopo River basin]
Generated description
The Limpopo River basin is a major transboundary drainage area in southern Africa that supports diverse ecosystems, agriculture, and human settlements across several countries, including Mozambique, South Africa, Botswana, and Zimbabwe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Limpopo River basin Target entity description: The Limpopo River basin is a major transboundary drainage area in southern Africa that supports diverse ecosystems, agriculture, and human settlements across several countries, including Mozambique, South Africa, Botswana, and Zimbabwe.
-
A.
Olifants River basin
The Olifants River basin is a major river catchment in southern Africa that drains parts of South Africa and Mozambique, supporting diverse ecosystems, agriculture, and human settlements.
-
B.
Sand River (Limpopo) basin
The Sand River (Limpopo) basin is a sub-catchment of the Limpopo River system in southern Africa, important for regional water resources, ecosystems, and local agriculture.
-
C.
Limpopo River valley
The Limpopo River valley is a fertile and strategically important region in southern Africa that has long served as a corridor for trade, settlement, and political power.
-
D.
Zambezi Basin
The Zambezi Basin is the vast river catchment area in southern Africa that collects the waters of the Zambezi River and its tributaries, encompassing parts of several countries and supporting major ecosystems, agriculture, and hydropower.
-
E.
Molopo River basin
The Molopo River basin is a semi-arid drainage region in southern Africa that collects runoff from parts of Botswana, South Africa, and Namibia, feeding the intermittent Molopo River system.
- 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_69e245f4af548190898d434a64a1e774 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e100d408190a7349563235640d5 |
completed | April 29, 2026, 4:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f396418819092176a12413710dd |
completed | May 19, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_6a0c43740a7c81909e9af7a9974a5700 |
completed | May 19, 2026, 11:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c44d05c748190a5f4ab5f76dfcaab |
completed | May 19, 2026, 11:09 a.m. |
Created at: April 17, 2026, 3:58 p.m.