Pith Number

pith:ZYS53CJD

pith:2023:ZYS53CJD42WVDIMNSWXQSVNA24

not attested not anchored not stored refs pending

Contextualised Out-of-Distribution Detection using Pattern Identication

Darryl Hond (TRT UK), Gabriele Incorvaia (TRT UK), Julien Girard-Satabin (LSL), LIG), Romain Xu-Darme (LSL, Zakaria Chihani (LSL)

arxiv:2311.12855 v1 · 2023-10-24 · 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{ZYS53CJD42WVDIMNSWXQSVNA24}

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	2026-07-05T07:15:19.675918Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce25dd8923e6ad51a18d95af0955a0d73786dbf0d5a7cc989d8b7bb05949e079

Aliases

arxiv: 2311.12855 · arxiv_version: 2311.12855v1 · doi: 10.48550/arxiv.2311.12855 · pith_short_12: ZYS53CJD42WV · pith_short_16: ZYS53CJD42WVDIMN · pith_short_8: ZYS53CJD

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/ZYS53CJD42WVDIMNSWXQSVNA24 \
  | 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: ce25dd8923e6ad51a18d95af0955a0d73786dbf0d5a7cc989d8b7bb05949e079

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15f506ca168ec9a90fc233f312c82e91bee1563eee75628a8de16b44af8f5454",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-24T07:55:09Z",
    "title_canon_sha256": "860198b9de68b51d6111b8cb539c5765f61b7626fec645bbc98b4bbdcfb0d0a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.12855",
    "kind": "arxiv",
    "version": 1
  }
}