Pith Number

pith:PPN3YGMY

pith:2019:PPN3YGMYDEEXLPMUKWJ3ZQOOIN

not attested not anchored not stored refs pending

Get Real: Realism Metrics for Robust Limit Order Book Market Simulations

Danial Dervovic, David Byrd, Mahmoud Mahfouz, Manuela Veloso, Nick Petosa, Svitlana Vyetrenko, Tucker Hybinette Balch

arxiv:1912.04941 v1 · 2019-12-10 · q-fin.TR · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PPN3YGMYDEEXLPMUKWJ3ZQOOIN}

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

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching

Receipt and verification

First computed	2026-07-05T00:25:30.427326Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bdbbc1998190975bd945593bcc1ce43530f56158ec54ae185d3caa7b37f2c6a

Aliases

arxiv: 1912.04941 · arxiv_version: 1912.04941v1 · doi: 10.48550/arxiv.1912.04941 · pith_short_12: PPN3YGMYDEEX · pith_short_16: PPN3YGMYDEEXLPMU · pith_short_8: PPN3YGMY

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/PPN3YGMYDEEXLPMUKWJ3ZQOOIN \
  | 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: 7bdbbc1998190975bd945593bcc1ce43530f56158ec54ae185d3caa7b37f2c6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "072a70ee59aa9e544fd4af4fda33aee0f6fa9712aed7136d7256d52cb2f4f400",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.TR",
    "submitted_at": "2019-12-10T19:28:03Z",
    "title_canon_sha256": "133d18129defefbdb13fe9151b9ccc78322fd7d55d4be43435dcc4e513ff0c0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.04941",
    "kind": "arxiv",
    "version": 1
  }
}