Pith Number

pith:VCMBVGLJ

pith:2026:VCMBVGLJI7QP5BJPTT3SABIJ2X

not attested not anchored not stored refs pending

SVR-MAD: A Bayesian-Inspired Framework for Posterior-Guided Multi-Agent Debate

Michael Mitzenmacher, Minghao Li, Minlan Yu, Rana Shahout, Weifan Jiang, Yilun Du, Zhenting Qi

arxiv:2605.23099 v1 · 2026-05-21 · 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{VCMBVGLJI7QP5BJPTT3SABIJ2X}

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	2026-05-25T02:01:38.178114Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8981a996947e0fe852f9cf7200509d5e8077c70f329f1922e186f89e3a1c8fa

Aliases

arxiv: 2605.23099 · arxiv_version: 2605.23099v1 · doi: 10.48550/arxiv.2605.23099 · pith_short_12: VCMBVGLJI7QP · pith_short_16: VCMBVGLJI7QP5BJP · pith_short_8: VCMBVGLJ

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/VCMBVGLJI7QP5BJPTT3SABIJ2X \
  | 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: a8981a996947e0fe852f9cf7200509d5e8077c70f329f1922e186f89e3a1c8fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bcb85c29530aa5a2b7dfd7be3dc31ef3ef103f60120a03c9b04e18a158b729e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-05-21T23:17:03Z",
    "title_canon_sha256": "942a18f3eb67a18aaae5fef8f522f7701fcbdbc29109e158c18528a8f3497434"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.23099",
    "kind": "arxiv",
    "version": 1
  }
}