Triple

T13610623
Position Surface form Disambiguated ID Type / Status
Subject Article 341 of the Constitution of India E325177 entity
Predicate constitutionalCategory P2260 FINISHED
Object Special Provisions Relating to Certain Classes
"Special Provisions Relating to Certain Classes" is a constitutional category in India that encompasses provisions granting specific protections, benefits, and safeguards to historically disadvantaged and marginalized social groups.
E1051073 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: Special Provisions Relating to Certain Classes | Statement: [Article 341 of the Constitution of India, constitutionalCategory, Special Provisions Relating to Certain Classes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Provisions Relating to Certain Classes
Context triple: [Article 341 of the Constitution of India, constitutionalCategory, Special Provisions Relating to Certain Classes]
  • A. Supplementary Provisions
    Supplementary Provisions are the concluding section of the Constitution of Japan that contain transitional, implementation, and special clauses necessary for putting the main constitutional articles into effect.
  • B. Title V – Miscellaneous Provisions
    Title V – Miscellaneous Provisions is a section of Public Law 102-166 (the Civil Rights Act of 1991) that contains various supplemental and administrative provisions supporting the Act’s main civil rights reforms.
  • C. Title VI Miscellaneous Provisions
    Title VI Miscellaneous Provisions is the section of the Labor-Management Reporting and Disclosure Act of 1959 that sets out various general, supplemental, and administrative rules necessary for implementing and enforcing the Act’s core labor-management and union governance protections.
  • D. Rules on Special Proceedings
    Rules on Special Proceedings is a component of Philippine procedural law that governs court processes involving non-adversarial matters such as estate settlement, guardianship, adoption, and similar special judicial proceedings.
  • E. Title VII – Miscellaneous Provisions
    Title VII – Miscellaneous Provisions is a section of the Higher Education Act of 1965 that contains assorted administrative, procedural, and general regulatory clauses not covered in the Act’s primary titles.
  • 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: Special Provisions Relating to Certain Classes
Triple: [Article 341 of the Constitution of India, constitutionalCategory, Special Provisions Relating to Certain Classes]
Generated description
"Special Provisions Relating to Certain Classes" is a constitutional category in India that encompasses provisions granting specific protections, benefits, and safeguards to historically disadvantaged and marginalized social groups.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Provisions Relating to Certain Classes
Target entity description: "Special Provisions Relating to Certain Classes" is a constitutional category in India that encompasses provisions granting specific protections, benefits, and safeguards to historically disadvantaged and marginalized social groups.
  • A. Supplementary Provisions
    Supplementary Provisions are the concluding section of the Constitution of Japan that contain transitional, implementation, and special clauses necessary for putting the main constitutional articles into effect.
  • B. Title V – Miscellaneous Provisions
    Title V – Miscellaneous Provisions is a section of Public Law 102-166 (the Civil Rights Act of 1991) that contains various supplemental and administrative provisions supporting the Act’s main civil rights reforms.
  • C. Title VI Miscellaneous Provisions
    Title VI Miscellaneous Provisions is the section of the Labor-Management Reporting and Disclosure Act of 1959 that sets out various general, supplemental, and administrative rules necessary for implementing and enforcing the Act’s core labor-management and union governance protections.
  • D. Rules on Special Proceedings
    Rules on Special Proceedings is a component of Philippine procedural law that governs court processes involving non-adversarial matters such as estate settlement, guardianship, adoption, and similar special judicial proceedings.
  • E. Title VII – Miscellaneous Provisions
    Title VII – Miscellaneous Provisions is a section of the Higher Education Act of 1965 that contains assorted administrative, procedural, and general regulatory clauses not covered in the Act’s primary titles.
  • 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_69d8076aae28819092cf636190ee5529 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb0aa9a1481908c6f92495aff86c6 completed April 12, 2026, 2:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77f9a9f9c81909b0a8f4f51c461ae completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f78070e95c819088982e26fe2d8e26 completed May 3, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_69f78157b9cc8190a1855cb9715aa7d5 completed May 3, 2026, 5:09 p.m.
Created at: April 9, 2026, 9:50 p.m.