Pith Number

pith:22M3HBJ4

pith:2025:22M3HBJ4ANVNJTN56RI73FO4HC

not attested not anchored not stored refs pending

Rethinking Sparse Mixture of Experts from a Unified Perspective

Giang Do, Hung Le, Truyen Tran

arxiv:2503.22996 v3 · 2025-03-29 · 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{22M3HBJ4ANVNJTN56RI73FO4HC}

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	2026-06-01T01:02:15.494060Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d699b3853c036ad4cdbdf451fd95dc38aa35a88da314e6dba2da17e599d14ccc

Aliases

arxiv: 2503.22996 · arxiv_version: 2503.22996v3 · doi: 10.48550/arxiv.2503.22996 · pith_short_12: 22M3HBJ4ANVN · pith_short_16: 22M3HBJ4ANVNJTN5 · pith_short_8: 22M3HBJ4

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/22M3HBJ4ANVNJTN56RI73FO4HC \
  | 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: d699b3853c036ad4cdbdf451fd95dc38aa35a88da314e6dba2da17e599d14ccc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "475c57cc102411f52443b686205f5927b97c2669a3ba0ea5edd23a541488eed8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-29T07:15:12Z",
    "title_canon_sha256": "54cdd84b03b905bfee7473593ddbc068c2adb2e846a73bace7018f978454f64d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.22996",
    "kind": "arxiv",
    "version": 3
  }
}