Pith Number

pith:L5MWKMHT

pith:2026:L5MWKMHT7FU3ZC47XTE5WITC25

not attested not anchored not stored refs pending

Counterfactual Graph for Multi-Agent LLM Calibration

Chuxu Zhang, Hong Yu, Jiatan Huang, Mingchen Li, Sunjae Kwon, Ziming Li

arxiv:2605.30653 v1 · 2026-05-28 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L5MWKMHT7FU3ZC47XTE5WITC25}

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	2026-06-01T01:03:06.518734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f596530f3f969bc8b9fbcc9db2262d76195bed19c6247c293b8d9422265072b

Aliases

arxiv: 2605.30653 · arxiv_version: 2605.30653v1 · doi: 10.48550/arxiv.2605.30653 · pith_short_12: L5MWKMHT7FU3 · pith_short_16: L5MWKMHT7FU3ZC47 · pith_short_8: L5MWKMHT

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/L5MWKMHT7FU3ZC47XTE5WITC25 \
  | 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: 5f596530f3f969bc8b9fbcc9db2262d76195bed19c6247c293b8d9422265072b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "098780bf7086ffc38db121f6031d2e5cece3c9b5064c81df1bfe6a4cdb2d7402",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-28T23:16:29Z",
    "title_canon_sha256": "dead65dbf0b98978ff5d556d0a2b202bb9afe78ec28054bdb07169c7a8d607d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.30653",
    "kind": "arxiv",
    "version": 1
  }
}