Triple

T18605451
Position Surface form Disambiguated ID Type / Status
Subject Limpopo Water Management Area E454731 entity
Predicate includesTributaryBasin P132761 FINISHED
Object Mogalakwena River basin
The Mogalakwena River basin is a key sub-catchment in South Africa’s Limpopo region, supporting local ecosystems, agriculture, and communities within the broader Limpopo River system.
E1334818 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: Mogalakwena River basin | Statement: [Limpopo Water Management Area, includesTributaryBasin, Mogalakwena River basin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mogalakwena River basin
Context triple: [Limpopo Water Management Area, includesTributaryBasin, Mogalakwena River basin]
  • A. 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.
  • B. Thlewiaza River basin
    The Thlewiaza River basin is a sub-basin in northern Canada whose waters ultimately drain into Hudson Bay.
  • C. Mkomazi River basin
    The Mkomazi River basin is a drainage area in northeastern Tanzania that supports local ecosystems, agriculture, and communities along the Mkomazi River.
  • D. Mbashe River
    The Mbashe River is a river in South Africa’s Eastern Cape province, notable for flowing past the village of Mvezo, the birthplace of Nelson Mandela.
  • E. Mkhomazi River valley
    The Mkhomazi River valley is a scenic, rugged valley in the Drakensberg region of South Africa, known for its dramatic mountain landscapes and the course of the Mkhomazi River.
  • 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: Mogalakwena River basin
Triple: [Limpopo Water Management Area, includesTributaryBasin, Mogalakwena River basin]
Generated description
The Mogalakwena River basin is a key sub-catchment in South Africa’s Limpopo region, supporting local ecosystems, agriculture, and communities within the broader Limpopo River system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mogalakwena River basin
Target entity description: The Mogalakwena River basin is a key sub-catchment in South Africa’s Limpopo region, supporting local ecosystems, agriculture, and communities within the broader Limpopo River system.
  • A. 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.
  • B. Thlewiaza River basin
    The Thlewiaza River basin is a sub-basin in northern Canada whose waters ultimately drain into Hudson Bay.
  • C. Mkomazi River basin
    The Mkomazi River basin is a drainage area in northeastern Tanzania that supports local ecosystems, agriculture, and communities along the Mkomazi River.
  • D. Mbashe River
    The Mbashe River is a river in South Africa’s Eastern Cape province, notable for flowing past the village of Mvezo, the birthplace of Nelson Mandela.
  • E. Mkhomazi River valley
    The Mkhomazi River valley is a scenic, rugged valley in the Drakensberg region of South Africa, known for its dramatic mountain landscapes and the course of the Mkhomazi River.
  • 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_69d8d38bbe7c8190bdec3138e7d413c9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e547544a248190a3465e22dfb29305 completed April 19, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a050d6eb92c8190aa0c1f4eb0deb5cb completed May 13, 2026, 11:46 p.m.
NEDg Description generation batch_6a050e04ebd881909120edb46168fbcb completed May 13, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_6a050e6112e88190a399cf58ea6c8401 completed May 13, 2026, 11:50 p.m.
Created at: April 10, 2026, 11:45 a.m.