Pith Number

pith:4ABY5B3C

pith:2023:4ABY5B3C5AYWS4GGUNYEIIGXTF

not attested not anchored not stored refs pending

Improving the Accuracy of Beauty Product Recommendations by Assessing Face Illumination Quality

Amin Banitalebi-Dehkordi, Andriy Levitskyy, Jenny Yeon, Parnian Afshar, Rahul Suresh

arxiv:2309.04022 v1 · 2023-09-07 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ABY5B3C5AYWS4GGUNYEIIGXTF}

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	2026-07-05T06:48:53.804453Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0038e8762e8316970c6a3704420d799798490a5c23e4a2454d1110bbe583c3b

Aliases

arxiv: 2309.04022 · arxiv_version: 2309.04022v1 · doi: 10.48550/arxiv.2309.04022 · pith_short_12: 4ABY5B3C5AYW · pith_short_16: 4ABY5B3C5AYWS4GG · pith_short_8: 4ABY5B3C

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/4ABY5B3C5AYWS4GGUNYEIIGXTF \
  | 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: e0038e8762e8316970c6a3704420d799798490a5c23e4a2454d1110bbe583c3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0db644efe85054c495037a6581f1db912d481e262daed351a7004f132ba5595",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-07T21:29:21Z",
    "title_canon_sha256": "b0d343902ff6b9871b3f136b6473291dfe76f0ead1c37c45753056cbdcf6a03d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.04022",
    "kind": "arxiv",
    "version": 1
  }
}