Triple

T21483147
Position Surface form Disambiguated ID Type / Status
Subject Mpumalanga provincial heritage authorities E530045 entity
Predicate appliesLaw P125 FINISHED
Object National Heritage Resources Act, 1999
The National Heritage Resources Act, 1999 is a South African law that establishes the framework for protecting and managing the country’s cultural and historical heritage at national, provincial, and local levels.
E1485988 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: National Heritage Resources Act, 1999 | Statement: [Mpumalanga provincial heritage authorities, appliesLaw, National Heritage Resources Act, 1999]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Heritage Resources Act, 1999
Context triple: [Mpumalanga provincial heritage authorities, appliesLaw, National Heritage Resources Act, 1999]
  • A. National Heritage Act 2002
    The National Heritage Act 2002 is a UK law that updated and expanded the legal framework for protecting and managing the nation’s cultural, archaeological, and historic heritage.
  • B. National Heritage Act 1983
    The National Heritage Act 1983 is a UK law that reorganized the management and protection of the nation’s historic environment and cultural property, including the establishment and powers of heritage bodies such as the Historic Buildings and Monuments Commission (English Heritage).
  • C. National Heritage Act 1980
    The National Heritage Act 1980 is a UK law that established key mechanisms and institutions for protecting, managing, and funding the nation’s cultural, historical, and architectural heritage.
  • D. Historic Sites and Monuments Act
    The Historic Sites and Monuments Act is a Canadian federal law that establishes the framework for recognizing, commemorating, and protecting places, persons, and events of national historic significance.
  • E. Australian Heritage Council Act 2003
    The Australian Heritage Council Act 2003 is an Australian federal law that reformed national heritage protection by replacing the former Register of the National Estate with a new advisory body and heritage listing system.
  • 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: National Heritage Resources Act, 1999
Triple: [Mpumalanga provincial heritage authorities, appliesLaw, National Heritage Resources Act, 1999]
Generated description
The National Heritage Resources Act, 1999 is a South African law that establishes the framework for protecting and managing the country’s cultural and historical heritage at national, provincial, and local levels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Heritage Resources Act, 1999
Target entity description: The National Heritage Resources Act, 1999 is a South African law that establishes the framework for protecting and managing the country’s cultural and historical heritage at national, provincial, and local levels.
  • A. National Heritage Act 2002
    The National Heritage Act 2002 is a UK law that updated and expanded the legal framework for protecting and managing the nation’s cultural, archaeological, and historic heritage.
  • B. National Heritage Act 1983
    The National Heritage Act 1983 is a UK law that reorganized the management and protection of the nation’s historic environment and cultural property, including the establishment and powers of heritage bodies such as the Historic Buildings and Monuments Commission (English Heritage).
  • C. National Heritage Act 1980
    The National Heritage Act 1980 is a UK law that established key mechanisms and institutions for protecting, managing, and funding the nation’s cultural, historical, and architectural heritage.
  • D. Historic Sites and Monuments Act
    The Historic Sites and Monuments Act is a Canadian federal law that establishes the framework for recognizing, commemorating, and protecting places, persons, and events of national historic significance.
  • E. Australian Heritage Council Act 2003
    The Australian Heritage Council Act 2003 is an Australian federal law that reformed national heritage protection by replacing the former Register of the National Estate with a new advisory body and heritage listing system.
  • 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_69e0c45acc3881908e38d3f28964152b completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea34c4388190adc78d209d2aafb8 completed April 23, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09d001a198819092af8bb244511d6b completed May 17, 2026, 2:26 p.m.
NEDg Description generation batch_6a09d07bfe6881908e76b8bd67985322 completed May 17, 2026, 2:28 p.m.
NED2 Entity disambiguation (via description) batch_6a09d19bac548190b78121d21108ecd2 completed May 17, 2026, 2:32 p.m.
Created at: April 16, 2026, 6:21 p.m.