Pith Number

pith:5FM7XCE6

pith:2026:5FM7XCE6UDUW67F6EKBEUAMSWS

not attested not anchored not stored refs pending

Breaking the Likelihood Trap: Variance-Calibrated Modulation for Large Language Model Decoding

Chongsheng Zhang, Christian Heumann, Esteban Garces Arias, Matthias A{\ss}enmacher, Meimingwei Li, Yuanhao Ding

arxiv:2606.22511 v1 · 2026-06-21 · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5FM7XCE6UDUW67F6EKBEUAMSWS}

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	2026-06-23T02:13:40.466548Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e959fb889ea0e96f7cbe22824a0192b4b930f4ccbd7a433a5f5b70f5fbe3d20b

Aliases

arxiv: 2606.22511 · arxiv_version: 2606.22511v1 · doi: 10.48550/arxiv.2606.22511 · pith_short_12: 5FM7XCE6UDUW · pith_short_16: 5FM7XCE6UDUW67F6 · pith_short_8: 5FM7XCE6

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/5FM7XCE6UDUW67F6EKBEUAMSWS \
  | 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: e959fb889ea0e96f7cbe22824a0192b4b930f4ccbd7a433a5f5b70f5fbe3d20b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58c259fa0ce351cd6f067efa83977f0a763fba8365e392214b179c645905c1bc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-21T14:04:51Z",
    "title_canon_sha256": "089009795b8074fee8b4a3182c2b54feaac1d35d346c82c85d68ca57ee477652"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22511",
    "kind": "arxiv",
    "version": 1
  }
}