Triple

T18844853
Position Surface form Disambiguated ID Type / Status
Subject Companies Act, 2013 E460888 entity
Predicate amendedBy P1121 FINISHED
Object Companies (Amendment) Act, 2020
The Companies (Amendment) Act, 2020 is an Indian law that introduced significant changes to corporate regulation, including decriminalization of various compliance-related offences and measures to improve ease of doing business under the Companies Act regime.
E1349838 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: Companies (Amendment) Act, 2020 | Statement: [Companies Act, 2013, amendedBy, Companies (Amendment) Act, 2020]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Companies (Amendment) Act, 2020
Context triple: [Companies Act, 2013, amendedBy, Companies (Amendment) Act, 2020]
  • A. Companies (Amendment) Act, 2019
    The Companies (Amendment) Act, 2019 is an Indian law that introduced key changes to corporate regulation, including stricter corporate governance norms, enhanced compliance requirements, and revised penalties under the Companies Act framework.
  • B. Companies (Amendment) Act, 2017
    The Companies (Amendment) Act, 2017 is an Indian legislation that introduced significant changes to corporate regulation, governance, and compliance requirements under the Companies Act framework.
  • C. Companies (Amendment) Act, 2015
    The Companies (Amendment) Act, 2015 is an Indian law that introduced key changes to the corporate regulatory framework established by the Companies Act, 2013, aiming to simplify compliance, improve ease of doing business, and strengthen corporate governance.
  • D. Companies Act, 2013
    The Companies Act, 2013 is India’s primary corporate legislation that modernizes and regulates the incorporation, governance, and functioning of companies in the country.
  • E. Companies Act, 2008
    The Companies Act, 2008 is South Africa’s primary corporate law statute that modernized and reformed the legal framework governing the incorporation, management, and regulation of companies in the country.
  • 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: Companies (Amendment) Act, 2020
Triple: [Companies Act, 2013, amendedBy, Companies (Amendment) Act, 2020]
Generated description
The Companies (Amendment) Act, 2020 is an Indian law that introduced significant changes to corporate regulation, including decriminalization of various compliance-related offences and measures to improve ease of doing business under the Companies Act regime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Companies (Amendment) Act, 2020
Target entity description: The Companies (Amendment) Act, 2020 is an Indian law that introduced significant changes to corporate regulation, including decriminalization of various compliance-related offences and measures to improve ease of doing business under the Companies Act regime.
  • A. Companies (Amendment) Act, 2019
    The Companies (Amendment) Act, 2019 is an Indian law that introduced key changes to corporate regulation, including stricter corporate governance norms, enhanced compliance requirements, and revised penalties under the Companies Act framework.
  • B. Companies (Amendment) Act, 2017
    The Companies (Amendment) Act, 2017 is an Indian legislation that introduced significant changes to corporate regulation, governance, and compliance requirements under the Companies Act framework.
  • C. Companies (Amendment) Act, 2015
    The Companies (Amendment) Act, 2015 is an Indian law that introduced key changes to the corporate regulatory framework established by the Companies Act, 2013, aiming to simplify compliance, improve ease of doing business, and strengthen corporate governance.
  • D. Companies Act, 2013
    The Companies Act, 2013 is India’s primary corporate legislation that modernizes and regulates the incorporation, governance, and functioning of companies in the country.
  • E. Companies Act, 2008
    The Companies Act, 2008 is South Africa’s primary corporate law statute that modernized and reformed the legal framework governing the incorporation, management, and regulation of companies in the country.
  • 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_69d8dcfa11e4819090ab1ef5bdcd2b2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5b8ed944c81908592f0c34e5727a0 completed April 20, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05910170a481908ec1ca298eb3da7c completed May 14, 2026, 9:08 a.m.
NEDg Description generation batch_6a05961fab888190bb34bc40286ea647 completed May 14, 2026, 9:30 a.m.
NED2 Entity disambiguation (via description) batch_6a05966ac1b48190bfb13754b2b6b610 completed May 14, 2026, 9:31 a.m.
Created at: April 10, 2026, 11:56 a.m.