Pith Number

pith:AQBELLOM

pith:2025:AQBELLOMJ2J55TFP5HGGGHKBAO

not attested not anchored not stored refs pending

Representation Learning of Limit Order Book: A Comprehensive Study and Benchmarking

Muyao Zhong, Peng Yang, Yushi Lin

arxiv:2505.02139 v1 · 2025-05-04 · cs.CE · 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{AQBELLOMJ2J55TFP5HGGGHKBAO}

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	2026-07-05T10:58:32.626832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

040245adcc4e93deccafe9cc631d4103a7a0eef8aa9502ee6dbd33e7917ee1b2

Aliases

arxiv: 2505.02139 · arxiv_version: 2505.02139v1 · doi: 10.48550/arxiv.2505.02139 · pith_short_12: AQBELLOMJ2J5 · pith_short_16: AQBELLOMJ2J55TFP · pith_short_8: AQBELLOM

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/AQBELLOMJ2J55TFP5HGGGHKBAO \
  | 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: 040245adcc4e93deccafe9cc631d4103a7a0eef8aa9502ee6dbd33e7917ee1b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1da4291251e89d80602f4a1b4691612af1ca878bc8e6bfe5f8bb5b51223842a2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2025-05-04T15:00:00Z",
    "title_canon_sha256": "21b9c82c1cfe1c24cccf26fdcd19652df9faec813e2189f7b3f5a4eb88289549"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02139",
    "kind": "arxiv",
    "version": 1
  }
}