Pith Number

pith:65I3IVLW

pith:2026:65I3IVLWNU7EAG3MEYINDH5NAM

not attested not anchored not stored refs pending

StageFrontier: Synchronization-Aware Stage Accounting for Distributed ML Training

Boram Yoon, Ville Kallioniemi, Wei Chen

arxiv:2606.06751 v1 · 2026-06-04 · 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{65I3IVLWNU7EAG3MEYINDH5NAM}

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	2026-06-08T01:04:26.492885Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f751b455766d3e401b6c2610d19fad032669ffef5b2e86484d2d20bbe53b6099

Aliases

arxiv: 2606.06751 · arxiv_version: 2606.06751v1 · doi: 10.48550/arxiv.2606.06751 · pith_short_12: 65I3IVLWNU7E · pith_short_16: 65I3IVLWNU7EAG3M · pith_short_8: 65I3IVLW

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/65I3IVLWNU7EAG3MEYINDH5NAM \
  | 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: f751b455766d3e401b6c2610d19fad032669ffef5b2e86484d2d20bbe53b6099

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f299ae2706cb4544cf690153a3a1200f05eea9faeb94e2f77dd44a715fb86d76",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-06-04T22:22:35Z",
    "title_canon_sha256": "2005bff2aa453119fff0a4d9fc2fd4761fe5e68523e7089ea9b054e5123defca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06751",
    "kind": "arxiv",
    "version": 1
  }
}