Triple

T4591032
Position Surface form Disambiguated ID Type / Status
Subject Marico River E103486 entity
Predicate partOf P40 FINISHED
Object Limpopo Water Management Area
Limpopo Water Management Area is a designated hydrological region in South Africa responsible for the integrated management and allocation of water resources within the Limpopo River basin and its tributaries.
E454731 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 Water Management Area | Statement: [Marico River, partOf, Limpopo Water Management Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Limpopo Water Management Area
Context triple: [Marico River, partOf, Limpopo Water Management Area]
  • A. Upper Vaal Water Management Area
    The Upper Vaal Water Management Area is a South African hydrological region responsible for managing and regulating water resources in the upper reaches of the Vaal River basin.
  • B. Lower Vaal Water Management Area
    The Lower Vaal Water Management Area is a designated hydrological region in South Africa responsible for managing and regulating water resources in the downstream reaches of the Vaal River system.
  • C. Middle Vaal Water Management Area
    The Middle Vaal Water Management Area is a designated hydrological region in South Africa responsible for managing and regulating water resources in the central portion of the Vaal River catchment.
  • D. Breede Valley region
    The Breede Valley region is a fertile agricultural area in South Africa’s Western Cape, known for its vineyards, fruit farming, and scenic river landscapes.
  • E. Nelspruit
    Nelspruit is a city in northeastern South Africa, now known as Mbombela, noted as a regional hub near Kruger National Park and for hosting matches during the 2010 FIFA World Cup.
  • 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 Water Management Area
Triple: [Marico River, partOf, Limpopo Water Management Area]
Generated description
Limpopo Water Management Area is a designated hydrological region in South Africa responsible for the integrated management and allocation of water resources within the Limpopo River basin and its tributaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Limpopo Water Management Area
Target entity description: Limpopo Water Management Area is a designated hydrological region in South Africa responsible for the integrated management and allocation of water resources within the Limpopo River basin and its tributaries.
  • A. Upper Vaal Water Management Area
    The Upper Vaal Water Management Area is a South African hydrological region responsible for managing and regulating water resources in the upper reaches of the Vaal River basin.
  • B. Lower Vaal Water Management Area
    The Lower Vaal Water Management Area is a designated hydrological region in South Africa responsible for managing and regulating water resources in the downstream reaches of the Vaal River system.
  • C. Middle Vaal Water Management Area
    The Middle Vaal Water Management Area is a designated hydrological region in South Africa responsible for managing and regulating water resources in the central portion of the Vaal River catchment.
  • D. Breede Valley region
    The Breede Valley region is a fertile agricultural area in South Africa’s Western Cape, known for its vineyards, fruit farming, and scenic river landscapes.
  • E. Nelspruit
    Nelspruit is a city in northeastern South Africa, now known as Mbombela, noted as a regional hub near Kruger National Park and for hosting matches during the 2010 FIFA World Cup.
  • 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_69bd43dccaf08190aa89e9991a289719 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5923c0c88190952137d448d474cf completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bde0cdc7e8819088758c1d6d8e866d completed March 21, 2026, 12:05 a.m.
NEDg Description generation batch_69bde21999688190afc48da7fa2cd869 completed March 21, 2026, 12:11 a.m.
NED2 Entity disambiguation (via description) batch_69bde283e1988190bfa3545d2a362294 completed March 21, 2026, 12:12 a.m.
Created at: March 20, 2026, 1:11 p.m.