Pith Number

pith:STM76AJ3

pith:2026:STM76AJ3UGKFXMWTAWB6LKG54A

not attested not anchored not stored refs pending

Addressing Variable Heterogeneity in Distributed Multimodal Training with Entrain

Insu Jang, Mosharaf Chowdhury

arxiv:2605.27918 v1 · 2026-05-27 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{STM76AJ3UGKFXMWTAWB6LKG54A}

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	2026-05-28T01:04:52.512861Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94d9ff013ba1945bb2d30583e5a8dde00eb80737cb145f2cc3d5f737211ac9f6

Aliases

arxiv: 2605.27918 · arxiv_version: 2605.27918v1 · doi: 10.48550/arxiv.2605.27918 · pith_short_12: STM76AJ3UGKF · pith_short_16: STM76AJ3UGKFXMWT · pith_short_8: STM76AJ3

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/STM76AJ3UGKFXMWTAWB6LKG54A \
  | 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: 94d9ff013ba1945bb2d30583e5a8dde00eb80737cb145f2cc3d5f737211ac9f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7fee99768e20afe575921c5f48f6ae305203ec23e6db6b8b06f9c1e6bf59cf5a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-05-27T03:44:27Z",
    "title_canon_sha256": "6aff492b601dba14a52927ec235578949eb8a47cd17e94624546fae2d9663b93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27918",
    "kind": "arxiv",
    "version": 1
  }
}