Pith Number

pith:QYMUOP6W

pith:2025:QYMUOP6WWVSUB7PZK7W2K2ONO3

not attested not anchored not stored refs pending

Text Reinforcement for Multimodal Time Series Forecasting

Chen Su, Yan Song, Yongdong Zhang, Yuanhe Tian

arxiv:2509.00687 v1 · 2025-08-31 · 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{QYMUOP6WWVSUB7PZK7W2K2ONO3}

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.

Cited by

1 paper in Pith

Heterogeneous Scientific Foundation Model Collaboration

Receipt and verification

First computed	2026-07-05T12:02:21.158404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8619473fd6b56540fdf957eda569cd76c7e02a00d0cda56d87a4c1f7ef555abb

Aliases

arxiv: 2509.00687 · arxiv_version: 2509.00687v1 · doi: 10.48550/arxiv.2509.00687 · pith_short_12: QYMUOP6WWVSU · pith_short_16: QYMUOP6WWVSUB7PZ · pith_short_8: QYMUOP6W

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/QYMUOP6WWVSUB7PZK7W2K2ONO3 \
  | 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: 8619473fd6b56540fdf957eda569cd76c7e02a00d0cda56d87a4c1f7ef555abb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6d88cf6e885cfd7ece8de850ffb40c6358363d4a0dbc3d5b32df3a6a0e3cfb1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-31T03:59:07Z",
    "title_canon_sha256": "56739d9a6a33652a1e70cf4b431b96e5afa78273b26ff306d75f875747871785"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.00687",
    "kind": "arxiv",
    "version": 1
  }
}