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aar_rulings__m_s_karam_green_bags__guj_gaar_r_63_2020dated_17_09_2020
aar_rulings
GUJARAT AUTHORITY FOR ADVANCE RULING GOODS AND SERVICES TAX D/5, RAJYA KAR BHAVAN, ASHRAM ROAD, AHMEDABAD – 380 009. ADVANCE RULING NO. GUJ/GAAR/R/63/2020 (IN APPLICATION NO. Advance Ruling/SGST&CGST/2019/AR/50) Date: 17.09.2020 Name and address of the : M/s Karam Green Bags applicant Plot No. 190, Ground Floor, Survey...
30,212
false
aar_rulings__m_s_r_v_hydraulic_services__aar_no_14_ap_gst_2024_dated_28_11_2024
aar_rulings
BEFORE THE AUTHORITY FOR ADVANCE RULING - ANDHRA PRADESH Goods and Service Tax D.No.12-468-4, Adjacent to NH-16 Service Road, Kunchanapalli, Guntur-522501 Present 1. Dr. K. Ravi Sankar, Commissioner of State Tax (Member) 2. B. Lakshmi Narayana, IRS, Joint Commissioner of Central Tax (Member) ORDER (Under sub-sect...
22,110
true
aar_rulings__m_s_mohamed_farook_bilaldeen__tn_22_ara_2026_dated_20_03_2026
aar_rulings
AUTHORITY FOR ADVANCE RULING, TAMIL NADU No.207, 224 FLOOR, PAPJM BUILDING, No.1, GREAMS ROAD, CHENNAI 600 006. ORDER UNDER SECTION 98(4) OF THE CGST ACT, 2017 AND UNDER SECTION 98(4) OF THE TNGST ACT, 2017 Members present: Shri B. Suseel Kumar, B.E., MBA., Joint Commissioner/Member (SGST), Authority for Advance Rul...
5,499
true
aar_rulings__sanstar_biopolymers_limited__guj_gaar_r_49_2020_dated_30_07_2020
aar_rulings
GUJARAT AUTHORITY FOR ADVANCE RULING, GOODS AND SERVICES TAX, A/5, RAJYA KAR BHAVAN, ASHRAM ROAD, AHMEDABAD – 380 009. ADVANCE RULING NO. GUJ/GAAR/R/49/2020 (IN APPLICATION NO. Advance Ruling/SGST&CGST/2019/AR/02) Date: 30.07.2020 Name and address of the : M/s Sanstar Biopolymers Limited, Sanstar Nagar, Sukhpar Road, V...
27,994
false
aar_rulings__m_s_siddartha_constructions__aar_no_03_ap_gst_2022_dated_24_01_2022
aar_rulings
I @ &$b . BEFORE THE AUTHORITY FOR ADVANCE RULING ANDHRA PRADESH Goods and Service Tax D. No. 5-56, Block-B, R,K. Spring Valley Apartments, Eedupugallu, Vijayawada-5211S1 Present 1. Sri. D. Ramesh, Commissioner of State Tax (Member) 2. Sri, RV Pradhamesh Bhanu, Joint Commissioner of Central Tax (Member) AAR No.03 /AP ...
20,671
false
aar_rulings__gitwako_farms_india_pvt_ltd__raj_aar_2019-20_04_dated_16_04_2019
aar_rulings
RAJASTHAN AUTHORITY FOR ADVANCE RULING GOODS AND SERVICES TAX KAR BHAWAN, AMBEDKAR CIRCLE, NEAR RAJASTHAN HIGH COURT JAIPUR - 302005 (RAJASTHAN) uilke ADVANCE RULING NO. RAJ/AAR/2019-20/04 J.P.Meena = Member (Central Tax) Additional Commissioner Hemant Jain : — Member (State Tax) Joint Commissioner Name and addr...
12,150
true
aar_rulings__muncipal_corporation_pratapgarh__raj_aar_2018-19_37dated_14_03_2019
aar_rulings
RAJASTHAN AUTHORITY FOR ADVANCE RULING GOODS AND SERVICES TAX KAR BHAWAN, AMBEDKAR CIRCLE, NEAR RAJASTHAN HIGH COURT JAIPUR - 302005 (RAJASTHAN) ADVANCE RULING NO. RAJ/AAR/2018-19/37 [S/ 82 V2\ (S/ 7 = \e\ &S /é/ J.P.Meena Member (Central Tax) S* asT.4e Additional Commissioner +——}—_— Hemant Jain Member (State Tax) J...
14,500
true
aar_rulings__sachar_gaming_private_limited__gst-ara-_90_2019-20_b-_27_mumbai_dated_13_07_2021
aar_rulings
MAHARASHTRA AUTHORITY FOR ADVANCE RULING ; GST Bhavan, Room No.107, 1st floor, B-Wing, Old Building, Mazgaon, Mumbai - 400010. (Constituted under Section 96 of the Maharashtra Goods and Services ‘Tax Act, 2017) BEFORE THE BENCH OF (1) Shri. Rajiv Mago (2) Shri. T. R. Ram 0, Joint Commissioner of Central Tax, (Mem...
3,902
true
aar_rulings__durga_projects_and_infra_structure_private_limited_rectification_of_mistake_orde__dated_11-09-2020
aar_rulings
THE AUTHORITY FOR ADVANCE RULING IN KARNATAKA GOODS AND SERVICES TAX VANIJYA THERIGE KARYALAYA, KALIDASA ROAD GANDHINAGAR, BENGALURU - 560009 Advance Ruling No. KAR ADRG ROM 03/2020 Date : 11-09-2020 Present: 1. Dr. Ravi Prasad M.P. Additional Commissioner of Commercial Taxes . ... Member (State Tax) 2. Sri. Mashhood...
6,028
true
aar_rulings__m_s_johar_autombiles__hr_haar_15_2022-23_dated_16_12_2022
aar_rulings
brid HARYANA AUTHORITY FOR ADVANCE RULING, TION GOODS AND SERVICE TAX, MARKET HARYANA VANIJYA BHAWAN, PLOT NO, 1-3, SECTOR 5, PANCHKULA-134151 (HARYANA) _HR/HAAR/15/2022-23 seine et ame & Address of the} M/s Johar Automobiles Applicant. 44/1, Main Mathura Road, Sikri, Faridabad, Haryana GSJIN of the Applicant. OGAA...
2,024
true
aar_rulings__m_s_durga_projects_and_infra_structure_private_limited__order_kar_adrg_16_2019_dated_25_07_2019
aar_rulings
GOODS AND THE AUTHORITY ON ADVANCE RULINGS IN KARNATAKA SERVICES TAX VANIJYA THERIGE KARYALAYA, KALIDASA ROAD GANDHINAGAR, BENGALURU — 560009 Advance Ruling No. KAR ADRG 16/ 2019 Date : 25-07-2019 Present: 1. Sri. Harish Dharnia, Additional Commissioner of Central Tax, .. +» Member (Central Tax) 2. Dr, Ravi Pr...
15,770
true
aar_rulings__m_s_pratham_agro_vet_industries__guj_gaar_r_05_2020_dated_17_03_2020
aar_rulings
GUJARAT AUTHORITY FOR ADVANCE RULING, GOODS AND SERVICES TAX, A/5, RAJYA KAR BHAVAN, ASHRAM ROAD, AHMEDABAD – 380 009. ADVANCE RULING NO. GUJ/GAAR/R/05/2020 (IN APPLICATION NO. Advance Ruling/SGST&CGST/2018/AR/57) Date: 17.03.2020 Name and address of the applicant : M/s. Pratham Agro vet Industries Survey No. 193 P, At...
6,351
false
aar_rulings__m_s_uttar_bihar_gramin_bank__zd100720000011r_dated_30_06_2020
aar_rulings
dk;kZy;% vfxze fofu.kZ; izkf/kdj.k okf.kT;&dj foHkkx] Hkrw y fodkl Hkou] csyh jksM] iVuk&800001- loZJh mÙkj fcgkj xzkeh.k cSad] 'kekZ dEiysDl] 1]-dykeckx-pkSd] fcgkj] eqt¶Qjiqj&842001 vfxze fofu.kZ; dsl la[;k 1⁄4eSuqvy1⁄2 & AR(B)-04/2019-20 vfxze fofu.kZ; ID & AD100220013399R mifLFkr 1- Jh /keZthr dqekj] vij vk;qDr] ds...
16,068
false
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GST/Tax Regulatory Text Corpus

A narrow-domain corpus of Indian GST (Goods and Services Tax) regulatory text, assembled for pretraining a small (~130M parameter) language model from scratch, following Sebastian Raschka's Build a Large Language Model From Scratch.

Contents

  • 2150 training documents / 238 validation documents
  • ~10,621,967 tokens (GPT-2 BPE)
  • Two source types:
    • circulars — CGST circulars from India Code (indiacode.nic.in)
    • aar_rulings — Authority for Advance Ruling (AAR) orders from gstcouncil.gov.in, covering all Indian states/UTs

Known limitations — read before use

  • Small for pretraining a language model from scratch. 10,621,967 tokens is far below the Chinchilla-optimal token budget for a 130M parameter model (2.6B tokens). A model trained on this corpus is necessarily undertrained relative to compute-optimal scaling, and/or relies on repeated epochs over this data — this is a deliberate, disclosed tradeoff of the project, not an oversight.
  • OCR-derived text. A meaningful fraction of aar_rulings documents were extracted via OCR (Tesseract) from scanned PDFs, not a clean text layer. OCR error rate is nonzero — check the was_ocr field per document if working with a subset where accuracy matters.
  • Narrow domain. This is not general-purpose text. It's useful for domain-specific language modeling (GST/tax regulatory language) and not intended as, or suitable for, general knowledge or reasoning tasks.
  • Not legal advice, not verified against primary sources by a legal professional. Sourced from official government publications, but provided as-is for ML research/education, not as an authoritative legal reference.

License

This dataset consists of text sourced from official Government of India publications: CGST circulars (India Code, indiacode.nic.in) and Authority for Advance Ruling orders (GST Council, gstcouncil.gov.in).

Legal basis (not a formal legal opinion): Section 52(1)(q) of the Indian Copyright Act, 1957 provides an exception for reproduction of certain government and judicial/quasi-judicial materials. The Supreme Court's ruling in Eastern Book Company v. D.B. Modak (2007) interpreted this section as placing such material effectively in the public domain. AAR/AAAR rulings are quasi-judicial orders; circulars are official government notifications — both plausibly fall within this exception.

What this is NOT: a confirmed license grant from indiacode.nic.in or gstcouncil.gov.in themselves (unlike data.gov.in, which explicitly publishes under the Government Open Data License – India / GODL, I could not confirm these two specific portals declare an equivalent license), and not a lawyer's opinion. If you plan to redistribute or build a commercial product on this dataset, verify the copyright position independently before relying on this summary.

Source portals: indiacode.nic.in, gstcouncil.gov.in — attribution to the Government of India / GST Council as the original source is included here in that spirit, independent of the legal question above.

Source

Built as part of a public series on building an LLM from scratch: [link to your blog/LinkedIn series here]

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