Pith Number

pith:JUEVEO6J

pith:2025:JUEVEO6J4GJSYAZ4KJ22XXJAKZ

not attested not anchored not stored refs pending

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting

Chen Yang, Jingyuan Wang, Junjie Wu, Xiaohan Jiang

arxiv:2502.04737 v1 · 2025-02-07 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JUEVEO6J4GJSYAZ4KJ22XXJAKZ}

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

MAPLE: Efficient and Diverse Multi-Alpha Generation for Portfolio Construction

Receipt and verification

First computed	2026-07-05T10:10:56.388527Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d09523bc9e1932c033c5275abdd205642c75583ad194d5e85bb4a9e7a92e66d

Aliases

arxiv: 2502.04737 · arxiv_version: 2502.04737v1 · doi: 10.48550/arxiv.2502.04737 · pith_short_12: JUEVEO6J4GJS · pith_short_16: JUEVEO6J4GJSYAZ4 · pith_short_8: JUEVEO6J

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/JUEVEO6J4GJSYAZ4KJ22XXJAKZ \
  | 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: 4d09523bc9e1932c033c5275abdd205642c75583ad194d5e85bb4a9e7a92e66d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a9348c371b0339ac0a4b2cb9c8694fbcdd360bf9a38805f9455c41a5077af3b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-07T08:10:24Z",
    "title_canon_sha256": "b5b1a28e783ecf759ee2d0882e174aef555f90f3389c77b20a3d23eddca5a61b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04737",
    "kind": "arxiv",
    "version": 1
  }
}