Pith Number

pith:NY3OD2G2

pith:2025:NY3OD2G2OD4JHRDAP7QLO7J4SQ

not attested not anchored not stored refs pending

Learning Recommender Mechanisms for Bayesian Stochastic Games

Bengisu Guresti, Chongjie Zhang, Yevgeniy Vorobeychik

arxiv:2505.22979 v1 · 2025-05-29 · cs.GT · 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{NY3OD2G2OD4JHRDAP7QLO7J4SQ}

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	2026-07-05T11:11:52.976374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e36e1e8da70f893c4607fe0b77d3c9428c3f9023d470dfb1b913492d695edfb

Aliases

arxiv: 2505.22979 · arxiv_version: 2505.22979v1 · doi: 10.48550/arxiv.2505.22979 · pith_short_12: NY3OD2G2OD4J · pith_short_16: NY3OD2G2OD4JHRDA · pith_short_8: NY3OD2G2

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/NY3OD2G2OD4JHRDAP7QLO7J4SQ \
  | 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: 6e36e1e8da70f893c4607fe0b77d3c9428c3f9023d470dfb1b913492d695edfb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3759254d152b0965bd05c873d570db2143ed7a45aaed8bcee0ab42c86355e5f",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2025-05-29T01:34:54Z",
    "title_canon_sha256": "40282920fa08bb86f8fa5f2d29a76de2d7a7a4bc6e4ad4c626944f75038ebd24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22979",
    "kind": "arxiv",
    "version": 1
  }
}