Triple

T3084654
Position Surface form Disambiguated ID Type / Status
Subject Scheduled Castes E64341 entity
Predicate discriminationProhibitedBy P28758 FINISHED
Object Article 15 of the Constitution of India
Article 15 of the Constitution of India is a fundamental rights provision that prohibits discrimination by the state on grounds such as religion, race, caste, sex, or place of birth and permits affirmative measures for socially and educationally disadvantaged groups.
E326159 NE FINISHED

How this triple was built (5 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: Article 15 of the Constitution of India | Statement: [Scheduled Castes, discriminationProhibitedBy, Article 15 of the Constitution of India]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Article 15 of the Constitution of India
Context triple: [Scheduled Castes, discriminationProhibitedBy, Article 15 of the Constitution of India]
  • A. Article 17 of the Constitution of India
    Article 17 of the Constitution of India is the fundamental rights provision that abolishes untouchability and prohibits its practice in any form, thereby safeguarding the dignity and equality of marginalized communities.
  • B. Article 112 of the Constitution of India
    Article 112 of the Constitution of India is the constitutional provision that mandates and governs the annual financial statement of the central government, commonly known as the Union Budget.
  • C. Article 53 of the Constitution of India
    Article 53 of the Constitution of India vests the executive power of the Union in the President of India and outlines how that power is to be exercised, including through subordinate officers.
  • D. Article 89 of the Constitution of India
    Article 89 of the Constitution of India is the provision that defines the offices, roles, and functions of the Chairman and Deputy Chairman of the Rajya Sabha, the upper house of Parliament.
  • E. Article 93 of the Constitution of India
    Article 93 of the Constitution of India is the provision that mandates the Lok Sabha to choose its Speaker and Deputy Speaker and lays down the constitutional basis for these presiding officers of the lower house of Parliament.
  • 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: Article 15 of the Constitution of India
Triple: [Scheduled Castes, discriminationProhibitedBy, Article 15 of the Constitution of India]
Generated description
Article 15 of the Constitution of India is a fundamental rights provision that prohibits discrimination by the state on grounds such as religion, race, caste, sex, or place of birth and permits affirmative measures for socially and educationally disadvantaged groups.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Article 15 of the Constitution of India
Target entity description: Article 15 of the Constitution of India is a fundamental rights provision that prohibits discrimination by the state on grounds such as religion, race, caste, sex, or place of birth and permits affirmative measures for socially and educationally disadvantaged groups.
  • A. Article 17 of the Constitution of India
    Article 17 of the Constitution of India is the fundamental rights provision that abolishes untouchability and prohibits its practice in any form, thereby safeguarding the dignity and equality of marginalized communities.
  • B. Article 112 of the Constitution of India
    Article 112 of the Constitution of India is the constitutional provision that mandates and governs the annual financial statement of the central government, commonly known as the Union Budget.
  • C. Article 53 of the Constitution of India
    Article 53 of the Constitution of India vests the executive power of the Union in the President of India and outlines how that power is to be exercised, including through subordinate officers.
  • D. Article 89 of the Constitution of India
    Article 89 of the Constitution of India is the provision that defines the offices, roles, and functions of the Chairman and Deputy Chairman of the Rajya Sabha, the upper house of Parliament.
  • E. Article 93 of the Constitution of India
    Article 93 of the Constitution of India is the provision that mandates the Lok Sabha to choose its Speaker and Deputy Speaker and lays down the constitutional basis for these presiding officers of the lower house of Parliament.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: discriminationProhibitedBy
Context triple: [Scheduled Castes, discriminationProhibitedBy, Article 15 of the Constitution of India]
  • A. prohibitsDiscriminationBasis chosen
    Indicates that an entity forbids discriminatory treatment based on specified characteristics or grounds.
  • B. discriminatoryLaw
    Indicates that a law treats individuals or groups differently in a way that is biased, unfair, or based on protected characteristics such as race, gender, or religion.
  • C. discriminatedAgainst
    Indicates that one entity treats another unfairly or unequally based on a particular characteristic, such as race, gender, or other protected attributes.
  • D. isProhibitedFor
    Indicates that a certain action, object, or condition is not allowed or is forbidden for a specified entity or group.
  • E. prohibits
    Indicates that one entity forbids or disallows another entity from performing a specific action or being in a certain state.
  • F. None of above.

Provenance (6 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_69ad857bb4c88190a4cf27893fcabed8 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1e98a1c8190b1dd4a0a47f7d6c6 completed March 8, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b203607df081909499458d6608f0e6 completed March 12, 2026, 12:05 a.m.
NEDg Description generation batch_69b203e9939881909e5b637cad43eb17 completed March 12, 2026, 12:08 a.m.
NED2 Entity disambiguation (via description) batch_69b204516ac8819094f29f6c68d61465 completed March 12, 2026, 12:09 a.m.
PD Predicate disambiguation batch_69ad9debb6308190be28378ae1fc98af completed March 8, 2026, 4:03 p.m.
Created at: March 8, 2026, 3:03 p.m.