Triple

T5716851
Position Surface form Disambiguated ID Type / Status
Subject Lake St Lucia E126043 entity
Predicate hasInflow P967 FINISHED
Object Hluhluwe River
The Hluhluwe River is a river in KwaZulu-Natal, South Africa, that flows through the Hluhluwe region and contributes to the hydrology of the iSimangaliso Wetland Park area.
E583645 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: Hluhluwe River | Statement: [Lake St Lucia, hasInflow, Hluhluwe River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hluhluwe River
Context triple: [Lake St Lucia, hasInflow, Hluhluwe River]
  • A. Msunduzi River
    The Msunduzi River is a river in South Africa’s KwaZulu-Natal province that forms part of the drainage system feeding into the Lake St Lucia estuarine complex.
  • B. Mthatha River
    The Mthatha River is a significant waterway in South Africa’s Eastern Cape that flows through the historical heartland of the Thembu people before reaching the Indian Ocean.
  • C. 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.
  • D. Mbabane River
    Mbabane River is a waterway flowing through and around the city of Mbabane, the capital of Eswatini, contributing to the region’s drainage and local landscape.
  • E. Umgeni River
    The Umgeni River is a major river in South Africa that flows through KwaZulu-Natal to the Indian Ocean, passing through the city of Durban and supporting important ecological and urban systems.
  • 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: Hluhluwe River
Triple: [Lake St Lucia, hasInflow, Hluhluwe River]
Generated description
The Hluhluwe River is a river in KwaZulu-Natal, South Africa, that flows through the Hluhluwe region and contributes to the hydrology of the iSimangaliso Wetland Park area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hluhluwe River
Target entity description: The Hluhluwe River is a river in KwaZulu-Natal, South Africa, that flows through the Hluhluwe region and contributes to the hydrology of the iSimangaliso Wetland Park area.
  • A. Msunduzi River
    The Msunduzi River is a river in South Africa’s KwaZulu-Natal province that forms part of the drainage system feeding into the Lake St Lucia estuarine complex.
  • B. Mthatha River
    The Mthatha River is a significant waterway in South Africa’s Eastern Cape that flows through the historical heartland of the Thembu people before reaching the Indian Ocean.
  • C. 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.
  • D. Mbabane River
    Mbabane River is a waterway flowing through and around the city of Mbabane, the capital of Eswatini, contributing to the region’s drainage and local landscape.
  • E. Umgeni River
    The Umgeni River is a major river in South Africa that flows through KwaZulu-Natal to the Indian Ocean, passing through the city of Durban and supporting important ecological and urban systems.
  • 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_69c0082e3d548190950169847b43043b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c024ba819c8190bb7d775405dda9d6 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e38ae278819096aefcfbf98873dd completed March 27, 2026, 1:55 a.m.
NEDg Description generation batch_69c5e4af6b28819088158c50de820297 completed March 27, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69c5e5abb4408190a2a54a26e1479851 completed March 27, 2026, 2:04 a.m.
Created at: March 22, 2026, 3:46 p.m.