pith. sign in
Pith Number

pith:DIZ3IBNG

pith:2026:DIZ3IBNGIF2G2ZPXB2FQ6IDDOI
not attested not anchored not stored refs pending

TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles

Bibo Cai, Dandan Tu, Haonan Song, Qixun Zhang, Ting Liu, Wu Ning, Xiao Ding, Yirong Zeng, Yufei Liu, Yutai Hou, Yuxiang He, Yuxian Wang

arxiv:2606.07520 v1 · 2026-04-19 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DIZ3IBNGIF2G2ZPXB2FQ6IDDOI}

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 2026-06-09T00:04:41.281436Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1a33b405a641746d65f70e8b0f2063720362a63041f8816053880526e2ca9c47

Aliases

arxiv: 2606.07520 · arxiv_version: 2606.07520v1 · doi: 10.48550/arxiv.2606.07520 · pith_short_12: DIZ3IBNGIF2G · pith_short_16: DIZ3IBNGIF2G2ZPX · pith_short_8: DIZ3IBNG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DIZ3IBNGIF2G2ZPXB2FQ6IDDOI \
  | 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: 1a33b405a641746d65f70e8b0f2063720362a63041f8816053880526e2ca9c47
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "16ec8601d10f009d9248114f609965cbba09947f83f57b1702ef7ddf4c143b38",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-04-19T06:02:15Z",
    "title_canon_sha256": "6983faec42c25a46996143375fc89e86dbf50af4277b57727ce7cab6f70a3d5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07520",
    "kind": "arxiv",
    "version": 1
  }
}