Pith Number

pith:VWVIOFOG

pith:2023:VWVIOFOGU2DXH2KFMUKANQZYH7

not attested not anchored not stored refs pending

Identifying Concerns When Specifying Machine Learning-Enabled Systems: A Perspective-Based Approach

Daniel Mendez, Helio Lopes, Hugo Villamizar, Marcos Kalinowski

arxiv:2309.07980 v1 · 2023-09-14 · 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{VWVIOFOGU2DXH2KFMUKANQZYH7}

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	2026-07-05T06:51:00.185590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

adaa8715c6a68773e945651406c3383fff973e39efa2248d22e08b9a7fece383

Aliases

arxiv: 2309.07980 · arxiv_version: 2309.07980v1 · doi: 10.48550/arxiv.2309.07980 · pith_short_12: VWVIOFOGU2DX · pith_short_16: VWVIOFOGU2DXH2KF · pith_short_8: VWVIOFOG

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/VWVIOFOGU2DXH2KFMUKANQZYH7 \
  | 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: adaa8715c6a68773e945651406c3383fff973e39efa2248d22e08b9a7fece383

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "baf9196e3f15ff8997a19ef2d20fb7ecb3967f80008aa3fd3396af9116142c3d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-09-14T18:31:16Z",
    "title_canon_sha256": "86cb5fdc139b96c7bdac101e9c2b362af1a508eeaf4e6e1c73eb03b643229296"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.07980",
    "kind": "arxiv",
    "version": 1
  }
}