Triple

T12608982
Position Surface form Disambiguated ID Type / Status
Subject Orange River Project E301060 entity
Predicate managingAuthority P9686 FINISHED
Object Department of Water and Sanitation (South Africa) E301059 NE FINISHED

How this triple was built (2 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: Department of Water and Sanitation (South Africa) | Statement: [Orange River Project, managingAuthority, Department of Water and Sanitation (South Africa)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Water and Sanitation (South Africa)
Context triple: [Orange River Project, managingAuthority, Department of Water and Sanitation (South Africa)]
  • A. Department of Water and Sanitation (South Africa) chosen
    The Department of Water and Sanitation (South Africa) is the national government department responsible for managing the country’s water resources and sanitation services, including the operation of major dams and water infrastructure.
  • B. Department of Drinking Water and Sanitation
    The Department of Drinking Water and Sanitation is an Indian government department responsible for policy, planning, and implementation of programs to provide safe drinking water and improve sanitation, particularly in rural areas.
  • C. Minister of Water and Sanitation (South Africa)
    The Minister of Water and Sanitation (South Africa) is the cabinet-level government official responsible for national policy, regulation, and oversight of the country’s water resources and sanitation services.
  • D. Department of Public Works and Infrastructure (South Africa)
    The Department of Public Works and Infrastructure (South Africa) is the national government department responsible for managing and maintaining state-owned buildings and infrastructure, and for leading public infrastructure development across the country.
  • E. Federal Ministry of Water Resources and Sanitation
    The Federal Ministry of Water Resources and Sanitation is a Nigerian government ministry responsible for formulating and implementing national policies and programs on water supply, sanitation, and water resources management.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d7bdea2ca881908f379526c13b1145 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954e90efc81909951dbe698afa851 completed April 10, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6686b9d088190832d1f244e7aa924 completed May 2, 2026, 9:11 p.m.
Created at: April 9, 2026, 5:11 p.m.