pith. sign in
Pith Number

pith:P2K5BQZQ

pith:2026:P2K5BQZQWBECQBRAQEBNARRYM4
not attested not anchored not stored refs pending

Scaling-Aware Adapter for Structure-Grounded LLM Reasoning

Boyu Wang, Pingzhao Hu, Qiuhao Zeng, Ruiyi Fang, Yan Sun, Yan Yi Li, Zihao Jing

arxiv:2602.02780 v3 · 2026-02-02 · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{P2K5BQZQWBECQBRAQEBNARRYM4}

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 2026-05-25T02:02:13.085209Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7e95d0c330b0482806208102d0463867336819b25333bbb0948e93a214ffcfa4

Aliases

arxiv: 2602.02780 · arxiv_version: 2602.02780v3 · doi: 10.48550/arxiv.2602.02780 · pith_short_12: P2K5BQZQWBEC · pith_short_16: P2K5BQZQWBECQBRA · pith_short_8: P2K5BQZQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/P2K5BQZQWBECQBRAQEBNARRYM4 \
  | 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: 7e95d0c330b0482806208102d0463867336819b25333bbb0948e93a214ffcfa4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4a0155479e557fd73f8fa17d53b8205695e0793d4c7f49a75aebd8c0b1c9f737",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-02-02T20:35:44Z",
    "title_canon_sha256": "f1e87c7a2a92b4c91546a5101ed222588044a3ddaaf0ed5e2f3ae3a72d574c02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.02780",
    "kind": "arxiv",
    "version": 3
  }
}