Pith Number

pith:VGPXVG2E

pith:2025:VGPXVG2EYTVVHOQTOO2JDA6BED

not attested not anchored not stored refs pending

Boosting Self-Efficacy and Performance of Large Language Models via Verbal Efficacy Stimulations

Dekun Lin, Rui Chen, Tailai Peng, Xinran Xie, Zhe Cui, Zheng Chen

arxiv:2502.06669 v1 · 2025-02-10 · cs.CL · 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{VGPXVG2EYTVVHOQTOO2JDA6BED}

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	2026-07-05T10:12:10.297749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a99f7a9b44c4eb53ba1373b49183c120fa12df6d5019368776169b52c49bf49c

Aliases

arxiv: 2502.06669 · arxiv_version: 2502.06669v1 · doi: 10.48550/arxiv.2502.06669 · pith_short_12: VGPXVG2EYTVV · pith_short_16: VGPXVG2EYTVVHOQT · pith_short_8: VGPXVG2E

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/VGPXVG2EYTVVHOQTOO2JDA6BED \
  | 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: a99f7a9b44c4eb53ba1373b49183c120fa12df6d5019368776169b52c49bf49c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ecef81b9aa8314e42b4cef4f2c2a5a2fc494b84210c23eefd78e28d396c1e393",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-10T16:54:03Z",
    "title_canon_sha256": "017882911f2b56f143ffe4ed0ab2f8555bfaf0557aa2d978d337e81ed2feceae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06669",
    "kind": "arxiv",
    "version": 1
  }
}