Pith Number

pith:KO4BSNNF

pith:2026:KO4BSNNFQYPSIQB3ILD7WLJUTE

not attested not anchored not stored refs pending

NOVA: NOise-aware Verbal Confidence CAlibration for Robust Large Language Models in RAG Systems

Baixuan Xu, Cheng Qian, Chunyang Li, Dadi Guo, Haochen Shi, Jiayu Liu, Qingcheng Zeng, Qing Zong, Rui Wang, Tianshi Zheng, Yangqiu Song, Yumeng Wang

arxiv:2601.11004 v3 · 2026-01-16 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KO4BSNNFQYPSIQB3ILD7WLJUTE}

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	2026-06-12T01:08:21.118020Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53b81935a5861f24403b42c7fb2d349901ea18968f6b6524b75a8d5f5f0ebb49

Aliases

arxiv: 2601.11004 · arxiv_version: 2601.11004v3 · doi: 10.48550/arxiv.2601.11004 · pith_short_12: KO4BSNNFQYPS · pith_short_16: KO4BSNNFQYPSIQB3 · pith_short_8: KO4BSNNF

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/KO4BSNNFQYPSIQB3ILD7WLJUTE \
  | 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: 53b81935a5861f24403b42c7fb2d349901ea18968f6b6524b75a8d5f5f0ebb49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b22d6507e355604d4ab2c84c5963ea2377b7d669ff5ac6b18a2827115ebec7a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-01-16T05:38:25Z",
    "title_canon_sha256": "9ba6ae46f014d36ae9208a5253ba317519f1ea8947d41098979fb563ab2d336f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.11004",
    "kind": "arxiv",
    "version": 3
  }
}