Pith Number

pith:OUE7E4IR

pith:2025:OUE7E4IRD4E4BDQPP4FWUXBJNI

not attested not anchored not stored refs pending

Merlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting

Chak Tou Leong, Cunxiao Du, Heming Xia, Rui Li, Wenjie Li, Yongqi Li

arxiv:2510.10528 v3 · 2025-10-12 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OUE7E4IRD4E4BDQPP4FWUXBJNI}

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	2026-05-20T00:04:14.575692Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7509f271111f09c08e0f7f0b6a5c296a33ec362696478ece8c9b30b563de34b7

Aliases

arxiv: 2510.10528 · arxiv_version: 2510.10528v3 · doi: 10.48550/arxiv.2510.10528 · pith_short_12: OUE7E4IRD4E4 · pith_short_16: OUE7E4IRD4E4BDQP · pith_short_8: OUE7E4IR

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/OUE7E4IRD4E4BDQPP4FWUXBJNI \
  | 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: 7509f271111f09c08e0f7f0b6a5c296a33ec362696478ece8c9b30b563de34b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "965ff702bf919299f7c52409b66c25202a72fd2a9317f60154bc40860e169178",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-12T09:56:47Z",
    "title_canon_sha256": "64019da87b43349b49bd977924dd3208a17d3353713491ad7bd193907122a05e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.10528",
    "kind": "arxiv",
    "version": 3
  }
}