Pith Number

pith:CDFZ46NY

pith:2024:CDFZ46NYNKIBML2V2IPFLXQWAW

not attested not anchored not stored refs pending

Can We Trust LLMs? Mitigate Overconfidence Bias in LLMs through Knowledge Transfer

Hanyuan Zhang, Haoyan Yang, Xingyin Xu, Yirong Bian, Yixuan Wang

arxiv:2405.16856 v1 · 2024-05-27 · 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{CDFZ46NYNKIBML2V2IPFLXQWAW}

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.

Cited by

2 papers in Pith

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning

Enhancing Trust in Large Language Models via Uncertainty-Calibrated Fine-Tuning

Receipt and verification

First computed	2026-07-05T08:23:36.583486Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10cb9e79b86a90162f55d21e55de160585b0c2ea4a22be6cae77f999186f96eb

Aliases

arxiv: 2405.16856 · arxiv_version: 2405.16856v1 · doi: 10.48550/arxiv.2405.16856 · pith_short_12: CDFZ46NYNKIB · pith_short_16: CDFZ46NYNKIBML2V · pith_short_8: CDFZ46NY

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/CDFZ46NYNKIBML2V2IPFLXQWAW \
  | 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: 10cb9e79b86a90162f55d21e55de160585b0c2ea4a22be6cae77f999186f96eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a66e43e6873c513096623d1db765fe9fe2cca05204b83e633ff94eee6b33c5a3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-27T06:06:36Z",
    "title_canon_sha256": "fde69ce2385fd0caf7ff8bad4ee7150277cf61fbbe00ab15e8ae8759a379ab0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16856",
    "kind": "arxiv",
    "version": 1
  }
}