pith. sign in
Pith Number

pith:CET2SJCS

pith:2025:CET2SJCSCZDWHVGBCYF2QA3RHI
not attested not anchored not stored refs pending

LLMs are Introvert

Bingyu Yan, Bo Zhang, Chaozhuo Li, Litian Zhang, Xiaoming Zhang, Xi Zhang, Zhenyu Guan, Ziyi Zhou

arxiv:2507.05638 v1 · 2025-07-08 · cs.AI · cs.SI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CET2SJCSCZDWHVGBCYF2QA3RHI}

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 2026-07-05T11:33:33.769087Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1127a92452164763d4c1160ba803713a01c3bb60181ac2d9bd6bbeb606446f34

Aliases

arxiv: 2507.05638 · arxiv_version: 2507.05638v1 · doi: 10.48550/arxiv.2507.05638 · pith_short_12: CET2SJCSCZDW · pith_short_16: CET2SJCSCZDWHVGB · pith_short_8: CET2SJCS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CET2SJCSCZDWHVGBCYF2QA3RHI \
  | 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: 1127a92452164763d4c1160ba803713a01c3bb60181ac2d9bd6bbeb606446f34
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "818daad26a8ed9a408da5cd3bb5902ecfaabb9b40d9f9931857ca8492c4ef50b",
    "cross_cats_sorted": [
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-08T03:32:38Z",
    "title_canon_sha256": "3ecda547a40a2312fda63251be20b0674de0ce8caac91ba6975b77c9d537ffbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05638",
    "kind": "arxiv",
    "version": 1
  }
}