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.