Pith Number

pith:WENSMHBW

pith:2026:WENSMHBW6UASNNZY3WKDUDHYKX

not attested not anchored not stored refs pending

Generative Criticality in Large Language Model Temperature Scaling

Huajian Ruan, Jinyang Li, Lingxiao Wang, Xingyu Guo

arxiv:2606.06238 v1 · 2026-06-04 · cs.LG · cond-mat.stat-mech · hep-lat

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WENSMHBW6UASNNZY3WKDUDHYKX}

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	2026-06-05T01:15:38.962651Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b11b261c36f50126b738dd943a0cf855e3283862c2a9df92c30f66fbd88a4163

Aliases

arxiv: 2606.06238 · arxiv_version: 2606.06238v1 · doi: 10.48550/arxiv.2606.06238 · pith_short_12: WENSMHBW6UAS · pith_short_16: WENSMHBW6UASNNZY · pith_short_8: WENSMHBW

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/WENSMHBW6UASNNZY3WKDUDHYKX \
  | 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: b11b261c36f50126b738dd943a0cf855e3283862c2a9df92c30f66fbd88a4163

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7ba1258f531e0967357a85d49f4a7219a2477574223c08df137666d7cbc86b0",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "hep-lat"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-04T14:43:32Z",
    "title_canon_sha256": "d646a0c6ff666a627b81361d301996c50bfaa5ca47f058b8740c9674679c478e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06238",
    "kind": "arxiv",
    "version": 1
  }
}