Triple

T8080460
Position Surface form Disambiguated ID Type / Status
Subject Department of Basic Education E188599 entity
Predicate implements P1417 FINISHED
Object National Education Policy Act
The National Education Policy Act is a South African law that provides the overarching framework for formulating and regulating national education policy across the country’s schooling system.
E710538 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 Education Policy Act | Statement: [Department of Basic Education, implements, National Education Policy Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Education Policy Act
Context triple: [Department of Basic Education, implements, National Education Policy Act]
  • A. Right of Children to Free and Compulsory Education Act
    The Right of Children to Free and Compulsory Education Act is an Indian law that guarantees free, compulsory schooling for all children aged 6 to 14, aiming to make elementary education a fundamental right and improve its quality nationwide.
  • B. Education Sciences Reform Act of 2002
    The Education Sciences Reform Act of 2002 is a U.S. federal law that overhauled federal education research by creating the Institute of Education Sciences and emphasizing rigorous, evidence-based studies to inform education policy and practice.
  • C. Department of Education Organization Act
    The Department of Education Organization Act is the U.S. federal law that reorganized education-related functions and established the United States Department of Education as a Cabinet-level agency.
  • D. Indian Institutes of Management Act, 2017
    The Indian Institutes of Management Act, 2017 is a law enacted by the Indian Parliament that grants statutory status and greater autonomy to the Indian Institutes of Management, recognizing them as institutions of national importance and empowering them to award degrees.
  • E. Indian Self-Determination and Education Assistance Act
    The Indian Self-Determination and Education Assistance Act is a landmark U.S. federal law that empowers Native American tribes to administer their own education, health, and social service programs previously managed by federal agencies, advancing tribal self-governance and autonomy.
  • 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 Education Policy Act
Triple: [Department of Basic Education, implements, National Education Policy Act]
Generated description
The National Education Policy Act is a South African law that provides the overarching framework for formulating and regulating national education policy across the country’s schooling system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Education Policy Act
Target entity description: The National Education Policy Act is a South African law that provides the overarching framework for formulating and regulating national education policy across the country’s schooling system.
  • A. Right of Children to Free and Compulsory Education Act
    The Right of Children to Free and Compulsory Education Act is an Indian law that guarantees free, compulsory schooling for all children aged 6 to 14, aiming to make elementary education a fundamental right and improve its quality nationwide.
  • B. Education Sciences Reform Act of 2002
    The Education Sciences Reform Act of 2002 is a U.S. federal law that overhauled federal education research by creating the Institute of Education Sciences and emphasizing rigorous, evidence-based studies to inform education policy and practice.
  • C. Department of Education Organization Act
    The Department of Education Organization Act is the U.S. federal law that reorganized education-related functions and established the United States Department of Education as a Cabinet-level agency.
  • D. Indian Institutes of Management Act, 2017
    The Indian Institutes of Management Act, 2017 is a law enacted by the Indian Parliament that grants statutory status and greater autonomy to the Indian Institutes of Management, recognizing them as institutions of national importance and empowering them to award degrees.
  • E. Indian Self-Determination and Education Assistance Act
    The Indian Self-Determination and Education Assistance Act is a landmark U.S. federal law that empowers Native American tribes to administer their own education, health, and social service programs previously managed by federal agencies, advancing tribal self-governance and autonomy.
  • 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_69ca82b662e88190b9323daab8c28a21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb40a504d48190ace96e814d99b182 completed March 31, 2026, 3:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63f79ac08190af49e77bee67921d completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651d340c819089306bac7110f57a completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc666ecc04819092ee4cc035dde627 completed April 1, 2026, 12:27 a.m.
Created at: March 30, 2026, 5:28 p.m.