Pith Number

pith:FUKRRO2P

pith:2024:FUKRRO2P7BOVRCEDWEHJ5EP7NW

not attested not anchored not stored refs pending

Learning Service Selection Decision Making Behaviors During Scientific Workflow Development

Jia Zhang, Rahul Ramachandran, Seungwon Lee, Tsengdar J. Lee, Xihao Xie

arxiv:2404.00420 v1 · 2024-03-30 · 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{FUKRRO2P7BOVRCEDWEHJ5EP7NW}

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	2026-07-05T08:02:33.053026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d1518bb4ff85d588883b10e9e91ff6d95cb5d73a60cf62fba8a9d89e77fcb44

Aliases

arxiv: 2404.00420 · arxiv_version: 2404.00420v1 · doi: 10.48550/arxiv.2404.00420 · pith_short_12: FUKRRO2P7BOV · pith_short_16: FUKRRO2P7BOVRCED · pith_short_8: FUKRRO2P

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/FUKRRO2P7BOVRCEDWEHJ5EP7NW \
  | 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: 2d1518bb4ff85d588883b10e9e91ff6d95cb5d73a60cf62fba8a9d89e77fcb44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ab9f943c323ae4c94cf7fd0c52c6adbfa756d7e2974d0d9207b603add26c7f5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-03-30T16:58:42Z",
    "title_canon_sha256": "dcb16f5b5c86e98ddf19f2261ba50bdd1e89c044a8bb8288d911bfbf094502f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.00420",
    "kind": "arxiv",
    "version": 1
  }
}