Pith Number

pith:65O4E7ZL

pith:2026:65O4E7ZLU7OSIJP3RT36SAVQFS

not attested not anchored not stored refs pending

Taming the Thinker: Conditional Entropy Shaping for Adaptive LLM Reasoning

Delai Qiu, Jiaen Liang, Jian Sun, Jitao Sang, Shengping Liu, Shuyu Wei, Wei Huang, Ying Fu, Yining Wang

arxiv:2605.19358 v1 · 2026-05-19 · 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{65O4E7ZLU7OSIJP3RT36SAVQFS}

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	2026-05-20T01:05:41.419989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f75dc27f2ba7dd2425fb8cf7e902b02c8669ea54b623b22fa4f6e64e05330959

Aliases

arxiv: 2605.19358 · arxiv_version: 2605.19358v1 · doi: 10.48550/arxiv.2605.19358 · pith_short_12: 65O4E7ZLU7OS · pith_short_16: 65O4E7ZLU7OSIJP3 · pith_short_8: 65O4E7ZL

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/65O4E7ZLU7OSIJP3RT36SAVQFS \
  | 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: f75dc27f2ba7dd2425fb8cf7e902b02c8669ea54b623b22fa4f6e64e05330959

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d9bd80282d7c886dff6d3e470d56a0631a5af9e2171db58c0a89dcf2280030d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-19T04:41:51Z",
    "title_canon_sha256": "47d212faf6514a5e5e7abaf0cab0cc974021add218c942195357a24bd17f43b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19358",
    "kind": "arxiv",
    "version": 1
  }
}