Pith Number

pith:JQU7WR4X

pith:2025:JQU7WR4XB723CZ4OXAL365GUMA

not attested not anchored not stored refs pending

Benchmarking Robust Aggregation in Decentralized Gradient Marketplaces

Sainyam Galhotra, Shagufta Mehnaz, Zeyu Song

arxiv:2509.05833 v1 · 2025-09-06 · cs.LG · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JQU7WR4XB723CZ4OXAL365GUMA}

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	2026-07-05T12:06:24.924861Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c29fb47970ff5b1678eb817bf74d46021ecb856640ab7fba85557c24cdf0cd0

Aliases

arxiv: 2509.05833 · arxiv_version: 2509.05833v1 · doi: 10.48550/arxiv.2509.05833 · pith_short_12: JQU7WR4XB723 · pith_short_16: JQU7WR4XB723CZ4O · pith_short_8: JQU7WR4X

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/JQU7WR4XB723CZ4OXAL365GUMA \
  | 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: 4c29fb47970ff5b1678eb817bf74d46021ecb856640ab7fba85557c24cdf0cd0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65024a3674c85e60357f7c15db44024a1e89ddc37e8fce72b2cc52eb98541bba",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-06T21:06:50Z",
    "title_canon_sha256": "d8d35c6bebcffc16266400096b687c3d62ffcd9160ba27c6da48890431a3188c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.05833",
    "kind": "arxiv",
    "version": 1
  }
}