Pith Number

pith:KCHVUR74

pith:2024:KCHVUR74OF7EQK6T7PMSHQW42I

not attested not anchored not stored refs pending

Deep Limit Order Book Forecasting

Antonio Briola, Silvia Bartolucci, Tomaso Aste

arxiv:2403.09267 v4 · 2024-03-14 · q-fin.TR · 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{KCHVUR74OF7EQK6T7PMSHQW42I}

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

The Inference-Compute Frontier and a Latency-Efficient Architecture for Limit Order Book Prediction

Receipt and verification

First computed	2026-07-05T08:27:06.362639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

508f5a47fc717e482bd3fbd923c2dcd22d0c7150667e2cb224a049178ebbca2b

Aliases

arxiv: 2403.09267 · arxiv_version: 2403.09267v4 · doi: 10.48550/arxiv.2403.09267 · pith_short_12: KCHVUR74OF7E · pith_short_16: KCHVUR74OF7EQK6T · pith_short_8: KCHVUR74

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/KCHVUR74OF7EQK6T7PMSHQW42I \
  | 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: 508f5a47fc717e482bd3fbd923c2dcd22d0c7150667e2cb224a049178ebbca2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1aaabe43ab5e7723d6e39380146e1b74390c96815eef265a0837e8186e27ed79",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "q-fin.TR",
    "submitted_at": "2024-03-14T10:44:10Z",
    "title_canon_sha256": "92e72e2bd6118c575598d9966c2bfdc1b743b22fa78699b0b5d0f8bdccfa5bfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.09267",
    "kind": "arxiv",
    "version": 4
  }
}