Pith Number

pith:O2H6E4ZZ

pith:2026:O2H6E4ZZDBWWMYBF6JK3JKBYWX

not attested not anchored not stored refs pending

From Long News to Accurate Forecast: Importance-Aware Fusion and PRM-Guided Reflection for Time Series Forecasting

Hui-Ling Zhen, Kaichao Liang, Linqi Song, Mingxuan Yuan, Mingyang Liu, Qingcan Kang, Shixiong Kai, Tao Zhong, Yuke Wang

arxiv:2606.03097 v1 · 2026-06-02 · 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{O2H6E4ZZDBWWMYBF6JK3JKBYWX}

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	2026-06-03T01:05:31.581957Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

768fe27339186d666025f255b4a838b5c094cffba5c6a2358b444a418555493a

Aliases

arxiv: 2606.03097 · arxiv_version: 2606.03097v1 · doi: 10.48550/arxiv.2606.03097 · pith_short_12: O2H6E4ZZDBWW · pith_short_16: O2H6E4ZZDBWWMYBF · pith_short_8: O2H6E4ZZ

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/O2H6E4ZZDBWWMYBF6JK3JKBYWX \
  | 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: 768fe27339186d666025f255b4a838b5c094cffba5c6a2358b444a418555493a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2aec99c11e6ff16c727820feb8cdfd38a2ad23b465b3fb89e81baa42b1d6dd56",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-02T03:36:30Z",
    "title_canon_sha256": "71218b3afeee8b6f8aaecc5d28d18a64deb2ee199c5cd11e32d3f245f5abe906"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03097",
    "kind": "arxiv",
    "version": 1
  }
}