Pith Number

pith:YL2SQVD5

pith:2025:YL2SQVD5C5A45L2XYLCRORGKWG

not attested not anchored not stored refs pending

Learning with Episodic Hypothesis Testing in General Games: A Framework for Equilibrium Selection

Manxi Wu, Ruifan Yang

arxiv:2507.23149 v1 · 2025-07-30 · cs.GT · cs.SY · eess.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{YL2SQVD5C5A45L2XYLCRORGKWG}

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	2026-07-05T11:46:06.495674Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2f528547d1741ceaf57c2c51744cab1b40d6d8e92fe7efc44d5e6184dd185b2

Aliases

arxiv: 2507.23149 · arxiv_version: 2507.23149v1 · doi: 10.48550/arxiv.2507.23149 · pith_short_12: YL2SQVD5C5A4 · pith_short_16: YL2SQVD5C5A45L2X · pith_short_8: YL2SQVD5

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/YL2SQVD5C5A45L2XYLCRORGKWG \
  | 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: c2f528547d1741ceaf57c2c51744cab1b40d6d8e92fe7efc44d5e6184dd185b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c54f18c03468a57073dab52e92fd53ac8786acb5f1085b245990aee2067e82ca",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2025-07-30T22:52:20Z",
    "title_canon_sha256": "0b7714b1380f36450b2f1867f786392957f1a461dc4dd469941b2cd5f8e5ccf1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.23149",
    "kind": "arxiv",
    "version": 1
  }
}