Pith Number

pith:E5BDXBLN

pith:2026:E5BDXBLNDLQQTDJXZWWKHQQNJZ

not attested not anchored not stored refs pending

AURA: Adaptive Uncertainty-aware Refinement for LLM-as-a-Judge Auditing

Chi-Kuang Yeh, Junxi Zhang, Lei Ding, Weiyi He, Yi-Ting Hung, Zilong Zhang

arxiv:2606.19714 v1 · 2026-06-18 · stat.ML · cs.AI · cs.LG · stat.CO · stat.ME

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E5BDXBLNDLQQTDJXZWWKHQQNJZ}

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	2026-06-19T16:12:33.100960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27423b856d1ae1098d37cdaca3c20d4e66b82402de95490c60953b57c2877328

Aliases

arxiv: 2606.19714 · arxiv_version: 2606.19714v1 · doi: 10.48550/arxiv.2606.19714 · pith_short_12: E5BDXBLNDLQQ · pith_short_16: E5BDXBLNDLQQTDJX · pith_short_8: E5BDXBLN

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/E5BDXBLNDLQQTDJXZWWKHQQNJZ \
  | 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: 27423b856d1ae1098d37cdaca3c20d4e66b82402de95490c60953b57c2877328

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07e00f709a7e80b6f4752039a643d180a7c8293d77dd2fc176aad101a5195a3d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.CO",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-06-18T02:26:05Z",
    "title_canon_sha256": "6fb24bcbaecbfd0462aee975211162d59af71700b2509d7606782493af5c63f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19714",
    "kind": "arxiv",
    "version": 1
  }
}