Pith Number

pith:RJLQ544Z

pith:2026:RJLQ544Z2Y2HERIMGABGXJZXYM

not attested not anchored not stored refs pending

Knowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs'Hallucinations

Dongsheng Li, Quntian Fang, Xinyue Fang, Xi Wang, Zhen Huang, Zhihua Wen, Zhiliang Tian, Ziyi Pan

arxiv:2607.20426 v1 · 2026-05-08 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RJLQ544Z2Y2HERIMGABGXJZXYM}

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	2026-07-24T00:23:14.693419Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a570ef399d63472450c30026ba737c301d342bce2ad6f22e9961751acfb1a88

Aliases

arxiv: 2607.20426 · arxiv_version: 2607.20426v1 · doi: 10.48550/arxiv.2607.20426 · pith_short_12: RJLQ544Z2Y2H · pith_short_16: RJLQ544Z2Y2HERIM · pith_short_8: RJLQ544Z

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/RJLQ544Z2Y2HERIMGABGXJZXYM \
  | 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: 8a570ef399d63472450c30026ba737c301d342bce2ad6f22e9961751acfb1a88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ddf3025568bc83b82bb705f4af9802bb87d02fccacdcade9c59a1ba11e8705a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-08T16:30:03Z",
    "title_canon_sha256": "62415636c01d1263b24a72d8a600e80043f1405885f4998cc3cae2108a9e1ef7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20426",
    "kind": "arxiv",
    "version": 1
  }
}