Pith Number

pith:GVTL5OO3

pith:2022:GVTL5OO3TD2655QHNERBF3NLQH

not attested not anchored not stored refs pending

DataMUX: Data Multiplexing for Neural Networks

Carlos E. Jimenez, Karthik Narasimhan, Runzhe Yang, Vishvak Murahari

arxiv:2202.09318 v2 · 2022-02-18 · cs.LG · 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{GVTL5OO3TD2655QHNERBF3NLQH}

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	2026-07-05T05:15:37.327201Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3566beb9db98f5eef607692212edab81ec3168b16e6920e79187a785d6eedd82

Aliases

arxiv: 2202.09318 · arxiv_version: 2202.09318v2 · doi: 10.48550/arxiv.2202.09318 · pith_short_12: GVTL5OO3TD26 · pith_short_16: GVTL5OO3TD2655QH · pith_short_8: GVTL5OO3

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/GVTL5OO3TD2655QHNERBF3NLQH \
  | 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: 3566beb9db98f5eef607692212edab81ec3168b16e6920e79187a785d6eedd82

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e72bac8fb8e6c5a6d198efd4db2f29e60c3df04de6ca811b8257ce7f89dccb8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-18T17:35:33Z",
    "title_canon_sha256": "d6bfb312f2c27fd38ea72d6d660c4578088df8c67416f1274ad80f7712e91430"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.09318",
    "kind": "arxiv",
    "version": 2
  }
}