Pith Number

pith:2QQRH5NG

pith:2022:2QQRH5NG2XEXNTY3WP44PE4OOF

not attested not anchored not stored refs pending

Multimodal Neural Network For Demand Forecasting

Kumar Dheenadayalan, Nitesh Kumar, Sumant Kulkarni, Suprabath Reddy

arxiv:2210.11502 v1 · 2022-10-20 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2QQRH5NG2XEXNTY3WP44PE4OOF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T05:08:54.101521Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d42113f5a6d5c976cf1bb3f9c7938e71428417fc96c8648ff5ed5777c532e05a

Aliases

arxiv: 2210.11502 · arxiv_version: 2210.11502v1 · doi: 10.48550/arxiv.2210.11502 · pith_short_12: 2QQRH5NG2XEX · pith_short_16: 2QQRH5NG2XEXNTY3 · pith_short_8: 2QQRH5NG

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/2QQRH5NG2XEXNTY3WP44PE4OOF \
  | 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: d42113f5a6d5c976cf1bb3f9c7938e71428417fc96c8648ff5ed5777c532e05a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8aa443fc7ae68ed6ae24fd9a338af2e11b708ffd58d7a21acab730ac584faa40",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-20T18:06:36Z",
    "title_canon_sha256": "bc2f8a05edb0c2aa1eb77ab704621775b1dc2eea5b3d5002e74cf37b843ffd8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.11502",
    "kind": "arxiv",
    "version": 1
  }
}