Pith Number

pith:OWAEZMBY

pith:2024:OWAEZMBYDZHH3MOPDKKXSBTGBI

not attested not anchored not stored refs pending

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting

Jaros{\l}aw A. Chudziak, Kamil {\L}. Szyd{\l}owski

arxiv:2412.19932 v1 · 2024-12-27 · cs.CE · cs.AI · cs.LG · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OWAEZMBYDZHH3MOPDKKXSBTGBI}

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	2026-07-05T09:54:52.008401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

75804cb0381e4e7db1cf1a957906660a28c11aacb61aa8f816a692b0bcb9156e

Aliases

arxiv: 2412.19932 · arxiv_version: 2412.19932v1 · doi: 10.48550/arxiv.2412.19932 · pith_short_12: OWAEZMBYDZHH · pith_short_16: OWAEZMBYDZHH3MOP · pith_short_8: OWAEZMBY

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/OWAEZMBYDZHH3MOPDKKXSBTGBI \
  | 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: 75804cb0381e4e7db1cf1a957906660a28c11aacb61aa8f816a692b0bcb9156e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75112a9f506bdc4c31106c4f656fa99e0309446c34047cbe5231a80f92d5dd32",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2024-12-27T21:34:44Z",
    "title_canon_sha256": "105fcf4722c96f379c5257a1ff3f0f53d3b825c9c477215e3bf5812b53fce83b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19932",
    "kind": "arxiv",
    "version": 1
  }
}