Pith Number

pith:C5M24T4B

pith:2021:C5M24T4B73CS7577L2WLFMN52M

not attested not anchored not stored refs pending

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation

Abhishek Singh, Akshay Chaudhari, Alejandro Aristizabal, Alexander Chowdhury, Alexandros Karargyris, Anna Wuest, Bala Desinghu, Cody Coleman, Daguang Xu, Daniel J. Beutel, David Kanter, Debo Dutta, Diane Feddema, G Anthony Reina, Gennady Pekhimenko, Gregory Diamos, Grigori Fursin, Indranil Mallick, Jacob Rosenthal, Jason M. Johnson, Jayaraman J. Thiagarajan, Johnu George, Junyi Guo, Maria Xenochristou, Massimo Loda, Micah J. Sheller, Michael Rosenthal, Nicholas Lane, Nicolas Padoy, Nikola Nikolov, Pablo Ribalta, Peter Mattson, Pietro Mascagni, Poonam Yadav, Renato Umeton, Satyananda Kashyap, Srini Bala, Victor Bittorf, Vijay Janapa Reddi, Virendra Mehta, Vivek Natarajan, Xinyuan Huang

arxiv:2110.01406 v3 · 2021-09-29 · cs.LG · cs.DC · cs.PF · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C5M24T4B73CS7577L2WLFMN52M}

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	2026-07-05T07:00:54.980326Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1759ae4f81fec52ff7ff5eacb2b1bdd326569434e1811225219643442071a519

Aliases

arxiv: 2110.01406 · arxiv_version: 2110.01406v3 · doi: 10.48550/arxiv.2110.01406 · pith_short_12: C5M24T4B73CS · pith_short_16: C5M24T4B73CS7577 · pith_short_8: C5M24T4B

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/C5M24T4B73CS7577L2WLFMN52M \
  | 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: 1759ae4f81fec52ff7ff5eacb2b1bdd326569434e1811225219643442071a519

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5bcaea05d2e1f0517f7a306c949fd7033640f4856fb1a7e8d066d69f0820533",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.PF",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-29T18:09:41Z",
    "title_canon_sha256": "1b9c75d7254ba957eef3b81febd267c56f34ff60037d1a84dd554709301fb7b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.01406",
    "kind": "arxiv",
    "version": 3
  }
}