Pith Number

pith:FC4CITY7

pith:2026:FC4CITY7FQFO2WJHILEBHPBFRI

not attested not anchored not stored refs pending

Collate: Collaborative Neural Network Learning for Latency-Critical Edge Systems

Christian Makaya, Di Liu, Hao Kong, Qian Lin, Ravi Subramaniam, Shuo Huai, Weichen Liu, Xiangzhong Luo

arxiv:2607.08013 v1 · 2026-07-09 · cs.LG · 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{FC4CITY7FQFO2WJHILEBHPBFRI}

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	2026-07-10T00:19:07.563754Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28b8244f1f2c0aed592742c813bc258a15bc45c1f5a4dfb577caaa9c2a49e0ab

Aliases

arxiv: 2607.08013 · arxiv_version: 2607.08013v1 · doi: 10.48550/arxiv.2607.08013 · pith_short_12: FC4CITY7FQFO · pith_short_16: FC4CITY7FQFO2WJH · pith_short_8: FC4CITY7

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/FC4CITY7FQFO2WJHILEBHPBFRI \
  | 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: 28b8244f1f2c0aed592742c813bc258a15bc45c1f5a4dfb577caaa9c2a49e0ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf42aa7a10214a9f15a8c58d7a50771f83f91b92405078d31274ca7ce52e15cf",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-09T00:39:20Z",
    "title_canon_sha256": "69ddbcc0f6d82cac0858d04032fe56ff48b6c055c6a30b8cca8f7aa5d928ecdf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08013",
    "kind": "arxiv",
    "version": 1
  }
}