Triple

T12792988
Position Surface form Disambiguated ID Type / Status
Subject Crocodile (West) and Marico Water Management Area E305814 entity
Predicate hasCode P9567 FINISHED
Object Water Management Area 3 (historical classification)
Water Management Area 3 (historical classification) was a former South African water management region encompassing the Crocodile (West) and Marico river catchments, used in earlier national water resource planning and administration.
E1003146 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: Water Management Area 3 (historical classification) | Statement: [Crocodile (West) and Marico Water Management Area, hasCode, Water Management Area 3 (historical classification)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Water Management Area 3 (historical classification)
Context triple: [Crocodile (West) and Marico Water Management Area, hasCode, Water Management Area 3 (historical classification)]
  • A. Division of Water Resource Management
    The Division of Water Resource Management is a program within Florida’s environmental regulatory framework that oversees the protection, regulation, and management of the state’s water resources, including water quality, supply, and aquatic ecosystems.
  • B. Manning–Hunter water management area
    The Manning–Hunter water management area is an administrative hydrological region in New South Wales, Australia, designated for the coordinated management and allocation of water resources across the Manning and Hunter river systems and their tributaries.
  • C. Division of Water Rights
    The Division of Water Rights is the branch of California’s water regulatory system responsible for administering and enforcing the state’s water rights permitting and licensing programs.
  • D. Division of Water
    The Division of Water is a unit within the Indiana Department of Natural Resources responsible for managing the state’s water resources, including floodplain management, water rights, and hydrologic monitoring.
  • E. Division of Water
    The Division of Water is a specialized unit within New York State’s environmental agency responsible for managing, protecting, and regulating the state’s water resources.
  • 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: Water Management Area 3 (historical classification)
Triple: [Crocodile (West) and Marico Water Management Area, hasCode, Water Management Area 3 (historical classification)]
Generated description
Water Management Area 3 (historical classification) was a former South African water management region encompassing the Crocodile (West) and Marico river catchments, used in earlier national water resource planning and administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Water Management Area 3 (historical classification)
Target entity description: Water Management Area 3 (historical classification) was a former South African water management region encompassing the Crocodile (West) and Marico river catchments, used in earlier national water resource planning and administration.
  • A. Division of Water Resource Management
    The Division of Water Resource Management is a program within Florida’s environmental regulatory framework that oversees the protection, regulation, and management of the state’s water resources, including water quality, supply, and aquatic ecosystems.
  • B. Manning–Hunter water management area
    The Manning–Hunter water management area is an administrative hydrological region in New South Wales, Australia, designated for the coordinated management and allocation of water resources across the Manning and Hunter river systems and their tributaries.
  • C. Division of Water Rights
    The Division of Water Rights is the branch of California’s water regulatory system responsible for administering and enforcing the state’s water rights permitting and licensing programs.
  • D. Division of Water
    The Division of Water is a unit within the Indiana Department of Natural Resources responsible for managing the state’s water resources, including floodplain management, water rights, and hydrologic monitoring.
  • E. Division of Water
    The Division of Water is a specialized unit within New York State’s environmental agency responsible for managing, protecting, and regulating the state’s water resources.
  • 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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e6ca0288190aba01735b71a01da completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6850ac1808190a9b547d934252d10 completed May 2, 2026, 11:13 p.m.
NEDg Description generation batch_69f689733f748190bca592ab30b4437c completed May 2, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69f68a4cb2c4819083def0a43452470f completed May 2, 2026, 11:35 p.m.
Created at: April 9, 2026, 5:30 p.m.