Pith Number

pith:356DW43U

pith:2026:356DW43U76NYADEUO4IDWWPSQ3

not attested not anchored not stored refs pending

RAVEN: A Regime-Aware Variable-context Expert Network for Financial Time Series Forecasting

Cheng He, Defu Lian, Enhong Chen, Geng Hu, Jiajia Li, Patrick P. C. Lee, Xijie Liang, Zehao Chen, Zhenyu Guan

arxiv:2606.24062 v1 · 2026-06-23 · cs.LG · 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{356DW43U76NYADEUO4IDWWPSQ3}

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	2026-06-24T01:14:39.377923Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df7c3b7374ff9b800c9477103b59f286cbda6e3a5173927849d77375bdec8ac7

Aliases

arxiv: 2606.24062 · arxiv_version: 2606.24062v1 · doi: 10.48550/arxiv.2606.24062 · pith_short_12: 356DW43U76NY · pith_short_16: 356DW43U76NYADEU · pith_short_8: 356DW43U

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/356DW43U76NYADEUO4IDWWPSQ3 \
  | 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: df7c3b7374ff9b800c9477103b59f286cbda6e3a5173927849d77375bdec8ac7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55292ba5adbc501a4ff17a7637d8539829304f1e9c3b7f8671b48a2c2e38b56c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-23T02:11:04Z",
    "title_canon_sha256": "bd73b39c0a7a64b1507f0ad60841c1148b19cb0dddc01343a6290a5778f71f5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24062",
    "kind": "arxiv",
    "version": 1
  }
}