Pith Number

pith:UICIBPCU

pith:2024:UICIBPCUL37L5E6DPJYBMMOHAL

not attested not anchored not stored refs pending

Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series Data

Guillaume Rabusseau, Reihaneh Rabbany, Soroush Omranpour

arxiv:2412.10540 v1 · 2024-12-13 · cs.LG · q-fin.ST

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UICIBPCUL37L5E6DPJYBMMOHAL}

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	2026-07-05T09:49:17.466711Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a20480bc545efebe93c37a701631c702eea10ae70bb7a27aa5a20505454c295b

Aliases

arxiv: 2412.10540 · arxiv_version: 2412.10540v1 · doi: 10.48550/arxiv.2412.10540 · pith_short_12: UICIBPCUL37L · pith_short_16: UICIBPCUL37L5E6D · pith_short_8: UICIBPCU

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/UICIBPCUL37L5E6DPJYBMMOHAL \
  | 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: a20480bc545efebe93c37a701631c702eea10ae70bb7a27aa5a20505454c295b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9bd54a799b427949d611408f3ca5842b5b65a0a2b477069ed2557b24210d0a47",
    "cross_cats_sorted": [
      "q-fin.ST"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-13T20:26:35Z",
    "title_canon_sha256": "1f06004e536f45e0902f35b53b1657092ace97939e7759ec711618ac9ca99e5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10540",
    "kind": "arxiv",
    "version": 1
  }
}