Pith Number

pith:AWROVO62

pith:2026:AWROVO62ICNL425GDNOUR6JA3W

not attested not anchored not stored refs pending

Socio-Technical Anti-Patterns in Building ML-Enabled Software: Insights from Leaders on the Forefront

Alina Mailach, Norbert Siegmund

arxiv:2607.03270 v1 · 2026-07-03 · 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{AWROVO62ICNL425GDNOUR6JA3W}

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	2026-07-07T01:16:49.414367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05a2eabbda409abe6ba61b5d48f920dd9093e11cf7c0fc9deddc42ba810bd8c7

Aliases

arxiv: 2607.03270 · arxiv_version: 2607.03270v1 · doi: 10.48550/arxiv.2607.03270 · pith_short_12: AWROVO62ICNL · pith_short_16: AWROVO62ICNL425G · pith_short_8: AWROVO62

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/AWROVO62ICNL425GDNOUR6JA3W \
  | 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: 05a2eabbda409abe6ba61b5d48f920dd9093e11cf7c0fc9deddc42ba810bd8c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15286ca5fdbe66b709d984d6528ad49a4e04009728e4ee8b99507f9dd9b7d2b5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-03T12:38:30Z",
    "title_canon_sha256": "e86be8f2e3463b6c791e91fe5e89cbc9daffd6b8cfcb4097791f399fd0ea4899"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.03270",
    "kind": "arxiv",
    "version": 1
  }
}