Pith Number

pith:SBUVN2LM

pith:2025:SBUVN2LMYZ64BTBTXFSFBOY6Q5

not attested not anchored not stored refs pending

Language Models Coupled with Metacognition Can Outperform Reasoning Models

Erik Miehling, Francesca Rossi, Karthikeyan Natesan Ramamurthy, Keerthiram Murugesan, Lior Horesh, Murray Campbell, Vedant Khandelwal

arxiv:2508.17959 v1 · 2025-08-25 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SBUVN2LMYZ64BTBTXFSFBOY6Q5}

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	2026-07-05T11:58:50.999104Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

906956e96cc67dc0cc33b96450bb1e8756b9bf0b4c57d6accfc5628d5ee305b7

Aliases

arxiv: 2508.17959 · arxiv_version: 2508.17959v1 · doi: 10.48550/arxiv.2508.17959 · pith_short_12: SBUVN2LMYZ64 · pith_short_16: SBUVN2LMYZ64BTBT · pith_short_8: SBUVN2LM

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/SBUVN2LMYZ64BTBTXFSFBOY6Q5 \
  | 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: 906956e96cc67dc0cc33b96450bb1e8756b9bf0b4c57d6accfc5628d5ee305b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "304e0992de86bc206207763d395728e4d81226b3b1e8bf1a94cf65da0a5931c8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-25T12:19:57Z",
    "title_canon_sha256": "ef5d536a6cc2d1ed562a257edf13d979c40e8fc435a2a6fed10fd4049ed43a7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.17959",
    "kind": "arxiv",
    "version": 1
  }
}