Pith Number

pith:CKVH3LDO

pith:2025:CKVH3LDOUATIGI6P3BFMUZL4AK

not attested not anchored not stored refs pending

Fusing Large Language Models with Temporal Transformers for Time Series Forecasting

Chen Su, Jun Zhang, Qinyu Liu, Yan Song, Yuanhe Tian

arxiv:2507.10098 v1 · 2025-07-14 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CKVH3LDOUATIGI6P3BFMUZL4AK}

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	2026-07-05T11:36:45.001333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12aa7dac6ea0268323cfd84aca657c02a04c3f01eb5e8ecb46f86620d806b9c3

Aliases

arxiv: 2507.10098 · arxiv_version: 2507.10098v1 · doi: 10.48550/arxiv.2507.10098 · pith_short_12: CKVH3LDOUATI · pith_short_16: CKVH3LDOUATIGI6P · pith_short_8: CKVH3LDO

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/CKVH3LDOUATIGI6P3BFMUZL4AK \
  | 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: 12aa7dac6ea0268323cfd84aca657c02a04c3f01eb5e8ecb46f86620d806b9c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13df4ae3b8b6841ac32709ec1d9bdd8c614114c1cba2643522074395269917e6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-14T09:33:40Z",
    "title_canon_sha256": "0b506056ec0d8576413fb2148ebf671173d2c147f9d8e79c217e136d22b64905"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10098",
    "kind": "arxiv",
    "version": 1
  }
}