Pith Number

pith:P3QC2TTY

pith:2026:P3QC2TTYP2KVHJSQ5PPUIAI4YB

not attested not anchored not stored refs pending

How Much Coordination Gain Is Real? A Paired Noise-Floor Protocol for Multi-Agent LLM Benchmarks

Alibek T Kaliyev, Artem Maryanskyy

arxiv:2606.20695 v1 · 2026-06-15 · cs.MA · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P3QC2TTYP2KVHJSQ5PPUIAI4YB}

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	2026-06-23T00:11:53.891941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ee02d4e787e9553a650ebdf44011cc07bb9035e91467cf202c6de42e4b2cddd

Aliases

arxiv: 2606.20695 · arxiv_version: 2606.20695v1 · doi: 10.48550/arxiv.2606.20695 · pith_short_12: P3QC2TTYP2KV · pith_short_16: P3QC2TTYP2KVHJSQ · pith_short_8: P3QC2TTY

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/P3QC2TTYP2KVHJSQ5PPUIAI4YB \
  | 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: 7ee02d4e787e9553a650ebdf44011cc07bb9035e91467cf202c6de42e4b2cddd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "567cbd18de4fe3f506c3307f9720f86c7dd174791eb9ad8874d0d39ea5049596",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-06-15T07:25:11Z",
    "title_canon_sha256": "f3f4a7c7ec0abe860b83dacc0af5034066fdfe8cfdf669aecae95ac875232871"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20695",
    "kind": "arxiv",
    "version": 1
  }
}