Triple

T13992525
Position Surface form Disambiguated ID Type / Status
Subject Vaal Dam E336615 entity
Predicate partOf P40 FINISHED
Object Integrated Vaal River System
The Integrated Vaal River System is a large, interconnected water resource network in South Africa that manages and supplies water from the Vaal and associated dams to major urban, industrial, and agricultural users.
E1073713 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: Integrated Vaal River System | Statement: [Vaal Dam, partOf, Integrated Vaal River System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Integrated Vaal River System
Context triple: [Vaal Dam, partOf, Integrated Vaal River System]
  • A. Kosi river region
    The Kosi river region is a flood-prone area in the northern part of Bihar, India, shaped by the shifting course of the Kosi River and known for its fertile plains and recurrent flooding.
  • B. 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.
  • C. 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.
  • D. Spree river basin
    The Spree river basin is the drainage area of the Spree River in eastern Germany, encompassing numerous lakes, wetlands, and tributaries that feed into the river system.
  • E. Rega River basin
    The Rega River basin is the drainage area of the Rega River in northwestern Poland, encompassing the river’s tributaries, surrounding landscapes, and towns such as Schievelbein (Świdwin).
  • 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: Integrated Vaal River System
Triple: [Vaal Dam, partOf, Integrated Vaal River System]
Generated description
The Integrated Vaal River System is a large, interconnected water resource network in South Africa that manages and supplies water from the Vaal and associated dams to major urban, industrial, and agricultural users.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Integrated Vaal River System
Target entity description: The Integrated Vaal River System is a large, interconnected water resource network in South Africa that manages and supplies water from the Vaal and associated dams to major urban, industrial, and agricultural users.
  • A. Kosi river region
    The Kosi river region is a flood-prone area in the northern part of Bihar, India, shaped by the shifting course of the Kosi River and known for its fertile plains and recurrent flooding.
  • B. 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.
  • C. 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.
  • D. Spree river basin
    The Spree river basin is the drainage area of the Spree River in eastern Germany, encompassing numerous lakes, wetlands, and tributaries that feed into the river system.
  • E. Rega River basin
    The Rega River basin is the drainage area of the Rega River in northwestern Poland, encompassing the river’s tributaries, surrounding landscapes, and towns such as Schievelbein (Świdwin).
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2eb3b5d881909f15a1e08bb202f3 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac98ca448190b585ef69a4e4bfca completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae8f83f481909ac16d4bb66ea79d completed May 6, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf702c94819095347e2599ae9931 completed May 6, 2026, 9:15 p.m.
Created at: April 9, 2026, 10:19 p.m.