Pith Number

pith:7OKQMHXY

pith:2025:7OKQMHXYJJZHMJVM6ADTPBOGFY

not attested not anchored not stored refs pending

Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models

Jiajun Wu, Jiarui Yao, Linjie Li, Lu Yin, Manling Li, Robert Csordas, Rui Pan, Shiwei Liu, Tong Zhang, Zihan Wang

arxiv:2506.18945 v1 · 2025-06-23 · cs.LG · 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{7OKQMHXYJJZHMJVM6ADTPBOGFY}

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

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning

Receipt and verification

First computed	2026-07-05T11:26:06.981101Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb95061ef84a727626acf0073785c62e38f99b9e60a1bd8609e338271a62231f

Aliases

arxiv: 2506.18945 · arxiv_version: 2506.18945v1 · doi: 10.48550/arxiv.2506.18945 · pith_short_12: 7OKQMHXYJJZH · pith_short_16: 7OKQMHXYJJZHMJVM · pith_short_8: 7OKQMHXY

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/7OKQMHXYJJZHMJVM6ADTPBOGFY \
  | 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: fb95061ef84a727626acf0073785c62e38f99b9e60a1bd8609e338271a62231f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e391efbdb3d09175a901b9c315612ede2da8cf3b82cfde811283617c874c8b27",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-23T02:15:43Z",
    "title_canon_sha256": "b0ac62db2f3cdae92bbbb051f8f6b633f1aa7dac052323da3fe4656d08c61021"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18945",
    "kind": "arxiv",
    "version": 1
  }
}