Pith Number

pith:UK25IIVA

pith:2024:UK25IIVAWBDXBLDW47BXKSUL5A

not attested not anchored not stored refs pending

Distributionally Robust Safety Verification for Markov Decision Processes

Abhijit Mazumdar, Rafal Wisniewski, Yuting Hou

arxiv:2411.15622 v2 · 2024-11-23 · eess.SY · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UK25IIVAWBDXBLDW47BXKSUL5A}

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	2026-07-05T09:40:45.079392Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2b5d422a0b04770ac76e7c3754a8be81f4196a0d26425f507c807b430030e38

Aliases

arxiv: 2411.15622 · arxiv_version: 2411.15622v2 · doi: 10.48550/arxiv.2411.15622 · pith_short_12: UK25IIVAWBDX · pith_short_16: UK25IIVAWBDXBLDW · pith_short_8: UK25IIVA

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/UK25IIVAWBDXBLDW47BXKSUL5A \
  | 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: a2b5d422a0b04770ac76e7c3754a8be81f4196a0d26425f507c807b430030e38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b108df2dd7cd87a7ba849cdaacd55ba2dd30254be7cd1552664330cc8038a3ac",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-11-23T18:18:06Z",
    "title_canon_sha256": "4612f58ff72f79f1c0f34248345ce66ffe0b2d36464d2df14abe5fbe151aec08"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15622",
    "kind": "arxiv",
    "version": 2
  }
}