Pith Number

pith:VGQO2IHB

pith:2023:VGQO2IHBI3XB2BHY5X53LUK4BB

not attested not anchored not stored refs pending

SoK: Machine Learning for Continuous Integration

Ali Kazemi Arani, Mansooreh Zahedi, Muhammad Ali Babar, Triet Huynh Minh Le

arxiv:2304.02829 v1 · 2023-04-06 · cs.SE · 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{VGQO2IHBI3XB2BHY5X53LUK4BB}

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	2026-07-05T05:58:32.160343Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9a0ed20e146ee1d04f8edfbb5d15c08722f5863d5267d009f94b2418cb8c97a

Aliases

arxiv: 2304.02829 · arxiv_version: 2304.02829v1 · doi: 10.48550/arxiv.2304.02829 · pith_short_12: VGQO2IHBI3XB · pith_short_16: VGQO2IHBI3XB2BHY · pith_short_8: VGQO2IHB

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/VGQO2IHBI3XB2BHY5X53LUK4BB \
  | 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: a9a0ed20e146ee1d04f8edfbb5d15c08722f5863d5267d009f94b2418cb8c97a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab80305a6877f3f8595a08548751db8af2204a85d004ffdbd722396ed59b9ba7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-04-06T02:34:07Z",
    "title_canon_sha256": "b7b3b34f5cac5eef884f822f6bbd0c6a6296a131c22c627c9183b39693c3870d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.02829",
    "kind": "arxiv",
    "version": 1
  }
}