Pith Number

pith:BUPXXQ7J

pith:2025:BUPXXQ7JTI56TPZ4ERWT7DK26Z

not attested not anchored not stored refs pending

Mixture-of-Clustered-Experts: Advancing Expert Specialization and Generalization in Instruction Tuning

Chanjun Park, Heuiseok Lim, Jungjun Lee, Sugyeong Eo

arxiv:2509.10513 v1 · 2025-09-03 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BUPXXQ7JTI56TPZ4ERWT7DK26Z}

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

1 paper in Pith

Geometric Asymmetry in MoE Specialization: Functional Decorrelation and Representational Overlap

Receipt and verification

First computed	2026-07-05T12:11:22.408795Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d1f7bc3e99a3be9bf3c246d3f8d5af67f7f14ef39f1fa75a5fcdc6fb7579b9d

Aliases

arxiv: 2509.10513 · arxiv_version: 2509.10513v1 · doi: 10.48550/arxiv.2509.10513 · pith_short_12: BUPXXQ7JTI56 · pith_short_16: BUPXXQ7JTI56TPZ4 · pith_short_8: BUPXXQ7J

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/BUPXXQ7JTI56TPZ4ERWT7DK26Z \
  | 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: 0d1f7bc3e99a3be9bf3c246d3f8d5af67f7f14ef39f1fa75a5fcdc6fb7579b9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45b0dd2543131446feac004c094db74b5a674762b3bc2d8d16f0cbcf56123fea",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-03T07:17:35Z",
    "title_canon_sha256": "0861ce56e900a3fe88095a4ebe13201e09b9d59be9df37752be3f1787b7174c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10513",
    "kind": "arxiv",
    "version": 1
  }
}