Pith Number

pith:VEQTYDLW

pith:2026:VEQTYDLWEMSR7E62TW2YF4VV3T

not attested not anchored not stored refs pending

Enhancing LLM Metacognition via Cognitive Pairwise Training

Ante Wang, Fandong Meng, Fuwen Luo, Guangwen Yang, Hao Zhou, Jingyi Ren, Lin Gan, Weitao Li, Weizhi Ma, Xiaolong Wang, Xuanyu Lei, Yang Liu, Yuanchi Zhang, Yuanhang Liu

arxiv:2606.00869 v1 · 2026-05-30 · 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{VEQTYDLWEMSR7E62TW2YF4VV3T}

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	2026-06-02T01:04:08.396851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9213c0d7623251f93da9db582f2b5dcdcdf17e828247b796234b4bc2db32eb2

Aliases

arxiv: 2606.00869 · arxiv_version: 2606.00869v1 · doi: 10.48550/arxiv.2606.00869 · pith_short_12: VEQTYDLWEMSR · pith_short_16: VEQTYDLWEMSR7E62 · pith_short_8: VEQTYDLW

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/VEQTYDLWEMSR7E62TW2YF4VV3T \
  | 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: a9213c0d7623251f93da9db582f2b5dcdcdf17e828247b796234b4bc2db32eb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e30a524583df99c77286ac4ab778221780ad8230cbdb916d6754be32a74000cb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-30T19:53:19Z",
    "title_canon_sha256": "88e0d4e529c3d41b31149fad539e1175807a18b862ca20dc828536cc19b0abdf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00869",
    "kind": "arxiv",
    "version": 1
  }
}