Pith Number

pith:MDMXZNKH

pith:2022:MDMXZNKHSS63FGZIXLT6Q76B3U

not attested not anchored not stored refs pending

An Overview of the Data-Loader Landscape: Comparative Performance Analysis

Diego Kiedanski, Iason Ofeidis, Leandros Tassiulas

arxiv:2209.13705 v1 · 2022-09-27 · cs.DC · cs.CV · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MDMXZNKHSS63FGZIXLT6Q76B3U}

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	2026-07-05T05:01:43.182787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60d97cb54794bdb29b28bae7e87fc1dd38d277b2fe95b2b48111f0f41393f20f

Aliases

arxiv: 2209.13705 · arxiv_version: 2209.13705v1 · doi: 10.48550/arxiv.2209.13705 · pith_short_12: MDMXZNKHSS63 · pith_short_16: MDMXZNKHSS63FGZI · pith_short_8: MDMXZNKH

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/MDMXZNKHSS63FGZIXLT6Q76B3U \
  | 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: 60d97cb54794bdb29b28bae7e87fc1dd38d277b2fe95b2b48111f0f41393f20f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55e8e9218bbeef12de517492c41b226e4f3cc73f7730650d6aedd5ab02a177d2",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-09-27T21:40:56Z",
    "title_canon_sha256": "ec08b61164500cb00f0523556ecf22930b232d3f0f788cba55b55d62ec948b3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.13705",
    "kind": "arxiv",
    "version": 1
  }
}