Pith Number

pith:UL2AGUT6

pith:2022:UL2AGUT6XS6XQS3NNUZYTP4ITL

not attested not anchored not stored refs pending

CTMSTOU driven markets: simulated environment for regime-awareness in trading policies

Aymeric Moulin, Selim Amrouni, Tucker Balch

arxiv:2202.00941 v2 · 2022-02-02 · cs.MA · cs.AI · econ.GN · q-fin.EC · q-fin.MF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UL2AGUT6XS6XQS3NNUZYTP4ITL}

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	2026-07-05T03:53:51.818524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2f403527ebcbd784b6d6d3389bf889afe0a659dc7f6c2e10800a4421bbeaffa

Aliases

arxiv: 2202.00941 · arxiv_version: 2202.00941v2 · doi: 10.48550/arxiv.2202.00941 · pith_short_12: UL2AGUT6XS6X · pith_short_16: UL2AGUT6XS6XQS3N · pith_short_8: UL2AGUT6

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/UL2AGUT6XS6XQS3NNUZYTP4ITL \
  | 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: a2f403527ebcbd784b6d6d3389bf889afe0a659dc7f6c2e10800a4421bbeaffa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3defdec951554c5d293bb7888d9a4977524f7b1072e2d54a37a5170317288c5",
    "cross_cats_sorted": [
      "cs.AI",
      "econ.GN",
      "q-fin.EC",
      "q-fin.MF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2022-02-02T10:27:12Z",
    "title_canon_sha256": "4a8ea0315c6f6a5cb832c93ff1846bcde1af9285a77b7ff29ff4478e081ab0cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.00941",
    "kind": "arxiv",
    "version": 2
  }
}