Pith Number

pith:6WEXAPAJ

pith:2022:6WEXAPAJIOOCNDAHLMYR43633E

not attested not anchored not stored refs pending

Enhancement to Training of Bidirectional GAN : An Approach to Demystify Tax Fraud

Ch. Sobhan Babu, Priya Mehta, Ravi Kumar, Sandeep Kumar

arxiv:2208.07675 v1 · 2022-08-16 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6WEXAPAJIOOCNDAHLMYR43633E}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Technical Challenges in Maintaining Tax Prep Software with Large Language Models

Receipt and verification

First computed	2026-07-05T04:49:07.740285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f589703c09439c268c075b311e6fdbd93633c7aa276dbe35d822157a7164bd8b

Aliases

arxiv: 2208.07675 · arxiv_version: 2208.07675v1 · doi: 10.48550/arxiv.2208.07675 · pith_short_12: 6WEXAPAJIOOC · pith_short_16: 6WEXAPAJIOOCNDAH · pith_short_8: 6WEXAPAJ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/6WEXAPAJIOOCNDAHLMYR43633E \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: f589703c09439c268c075b311e6fdbd93633c7aa276dbe35d822157a7164bd8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "adc39e2645c0f8aea46ad1e30950aa0880bb06bc1a9954800df8977ca23a6365",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-16T11:28:02Z",
    "title_canon_sha256": "143f847730ce28e222e0a30992203d89a5b4af7bedc5abf3602f82ecf986ce2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.07675",
    "kind": "arxiv",
    "version": 1
  }
}