Pith Number

pith:YDYP6BMG

pith:2025:YDYP6BMGZMTCSNSMAM5HYUSTGK

not attested not anchored not stored refs pending

A Theory of Goal-Oriented Medium Access: Protocol Design and Distributed Bandit Learning

Andrea Zanella, Federico Chiariotti

arxiv:2508.19141 v1 · 2025-08-26 · cs.NI · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YDYP6BMGZMTCSNSMAM5HYUSTGK}

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	2026-07-05T11:59:38.110141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0f0ff0586cb2629364c033a7c525332a926310425b027e33d456234cf1d9936

Aliases

arxiv: 2508.19141 · arxiv_version: 2508.19141v1 · doi: 10.48550/arxiv.2508.19141 · pith_short_12: YDYP6BMGZMTC · pith_short_16: YDYP6BMGZMTCSNSM · pith_short_8: YDYP6BMG

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/YDYP6BMGZMTCSNSMAM5HYUSTGK \
  | 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: c0f0ff0586cb2629364c033a7c525332a926310425b027e33d456234cf1d9936

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffd7f29c819d34f23afe6828e5bd323e196adfcd6b50c126a1b6e66f025cf8a2",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-08-26T15:49:21Z",
    "title_canon_sha256": "932553d1e232fafde9bd24b9025810d31af28262c260a7768842b578095a0b2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19141",
    "kind": "arxiv",
    "version": 1
  }
}