Pith Number

pith:GDXUDG4I

pith:2021:GDXUDG4ICUHTMWINABNAKM5CCG

not attested not anchored not stored refs pending

Using AntiPatterns to avoid MLOps Mistakes

David Jones, Hays 'Skip' McCormick, Katy Burne, Manish Jain, Naren Ramakrishnan, Nikhil Muralidhar, Patrick Butler, Prakash Arunachalam, Sathappah Muthiah, Weipeng Li, Yu Yu

arxiv:2107.00079 v1 · 2021-06-30 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GDXUDG4ICUHTMWINABNAKM5CCG}

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	2026-07-05T02:54:20.220194Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30ef419b88150f36590d005a0533a211bcc7ea764afa667c03b639f688e228ef

Aliases

arxiv: 2107.00079 · arxiv_version: 2107.00079v1 · doi: 10.48550/arxiv.2107.00079 · pith_short_12: GDXUDG4ICUHT · pith_short_16: GDXUDG4ICUHTMWIN · pith_short_8: GDXUDG4I

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/GDXUDG4ICUHTMWINABNAKM5CCG \
  | 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: 30ef419b88150f36590d005a0533a211bcc7ea764afa667c03b639f688e228ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffdf37a6426278f698b94544202a249e9360d1a7d1b2d7dfc103e02a37cca79c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-30T20:00:52Z",
    "title_canon_sha256": "643c359d8167adc348ff93761f8e430d53827f753375efe9437716f24274204c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.00079",
    "kind": "arxiv",
    "version": 1
  }
}