Triple
T4702779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Malawi |
E104313
|
entity |
| Predicate | inflow |
P415
|
FINISHED |
| Object |
Dwangwa River
The Dwangwa River is a major river in Malawi that drains part of the central plateau and flows eastward into Lake Malawi, supporting irrigation, hydropower, and local fisheries along its course.
|
E524979
|
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: Dwangwa River | Statement: [Lake Malawi, inflow, Dwangwa River]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dwangwa River Context triple: [Lake Malawi, inflow, Dwangwa River]
-
A.
Gwayi River
The Gwayi River is a significant river in western Zimbabwe that drains much of Matabeleland before joining the Zambezi River.
-
B.
Notwane River
The Notwane River is a significant river in southern Africa that flows through Botswana and parts of South Africa before joining the Limpopo River.
-
C.
Umkhrah River
The Umkhrah River is a small but significant river flowing through Shillong in the Indian state of Meghalaya, historically central to the city's landscape and local life.
-
D.
Malewa River
The Malewa River is a major freshwater river in Kenya’s Rift Valley that drains the surrounding highlands and serves as the primary water source feeding Lake Naivasha.
-
E.
Ithun River
The Ithun River is a lesser-known river in northeastern India that serves as a tributary within the Dibang River basin in Arunachal Pradesh.
- 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: Dwangwa River Triple: [Lake Malawi, inflow, Dwangwa River]
Generated description
The Dwangwa River is a major river in Malawi that drains part of the central plateau and flows eastward into Lake Malawi, supporting irrigation, hydropower, and local fisheries along its course.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dwangwa River Target entity description: The Dwangwa River is a major river in Malawi that drains part of the central plateau and flows eastward into Lake Malawi, supporting irrigation, hydropower, and local fisheries along its course.
-
A.
Gwayi River
The Gwayi River is a significant river in western Zimbabwe that drains much of Matabeleland before joining the Zambezi River.
-
B.
Notwane River
The Notwane River is a significant river in southern Africa that flows through Botswana and parts of South Africa before joining the Limpopo River.
-
C.
Umkhrah River
The Umkhrah River is a small but significant river flowing through Shillong in the Indian state of Meghalaya, historically central to the city's landscape and local life.
-
D.
Malewa River
The Malewa River is a major freshwater river in Kenya’s Rift Valley that drains the surrounding highlands and serves as the primary water source feeding Lake Naivasha.
-
E.
Ithun River
The Ithun River is a lesser-known river in northeastern India that serves as a tributary within the Dibang River basin in Arunachal Pradesh.
- 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_69bd43e9b88481908582103dcadff3d9 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63cec7988190b5f1d04d4f95314a |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf832e0da88190aa6b09dd88fb6157 |
completed | March 22, 2026, 5:50 a.m. |
| NEDg | Description generation | batch_69bf83cca5b481909e8c3808983e3ca5 |
completed | March 22, 2026, 5:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf844063b48190bbc3f961cbaf8f0a |
completed | March 22, 2026, 5:55 a.m. |
Created at: March 20, 2026, 1:17 p.m.