Pith Number

pith:PIYJXCEA

pith:2020:PIYJXCEAH2T25PFUCDLIAXY5KI

not attested not anchored not stored refs pending

Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure

Alex Hanna, Andrew Smart, Ben Hutchinson, Christina Greer, Emily Denton, Margaret Mitchell, Oddur Kjartansson, Parker Barnes

arxiv:2010.13561 v2 · 2020-10-23 · cs.LG · cs.CY · cs.DB · 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{PIYJXCEAH2T25PFUCDLIAXY5KI}

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.

Cited by

2 papers in Pith

Marginal Alignment Does Not Guarantee Joint-Distribution Fidelity: An Official-Reference Audit of Nemotron-Personas-Korea with Cross-Locale Replication

A Human-Centric Framework for Data Attribution in Large Language Models

Receipt and verification

First computed	2026-07-05T02:10:48.884224Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a309b88803ea7aebcb410d6805f1d521643d95fcf992950731bf7ba54c684b0

Aliases

arxiv: 2010.13561 · arxiv_version: 2010.13561v2 · doi: 10.48550/arxiv.2010.13561 · pith_short_12: PIYJXCEAH2T2 · pith_short_16: PIYJXCEAH2T25PFU · pith_short_8: PIYJXCEA

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/PIYJXCEAH2T25PFUCDLIAXY5KI \
  | 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: 7a309b88803ea7aebcb410d6805f1d521643d95fcf992950731bf7ba54c684b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4b59829766bc801710a070d931040e5913ccd93b19a3f1de5614bddf7841be6",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.DB",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-23T01:57:42Z",
    "title_canon_sha256": "d69d9afdcdeefd5842075ff4f8b896a6ba33aec8b2e8e4d1a4e3a41afd4bf740"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.13561",
    "kind": "arxiv",
    "version": 2
  }
}