Pith Number

pith:BREP7HRL

pith:2024:BREP7HRLSYLYJGWSVFVXUISVF5

not attested not anchored not stored refs pending

Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample Detection

Atefeh Mahdavi, Marco Carvalho

arxiv:2405.05836 v1 · 2024-05-09 · cs.LG · 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{BREP7HRLSYLYJGWSVFVXUISVF5}

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	2026-07-05T08:17:23.634744Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c48ff9e2b9617849ad2a96b7a22552f44c1314b5f85fea2ea5482b3f975cf4c

Aliases

arxiv: 2405.05836 · arxiv_version: 2405.05836v1 · doi: 10.48550/arxiv.2405.05836 · pith_short_12: BREP7HRLSYLY · pith_short_16: BREP7HRLSYLYJGWS · pith_short_8: BREP7HRL

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/BREP7HRLSYLYJGWSVFVXUISVF5 \
  | 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: 0c48ff9e2b9617849ad2a96b7a22552f44c1314b5f85fea2ea5482b3f975cf4c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7bed025dabc8e50836685e641edd2f0cc7e78e13d0cec78386ac5fd64617ed2",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-09T15:15:34Z",
    "title_canon_sha256": "d18d49011068140b7aac65c09106456c7f5bad0230eba49fc1521f009b6545e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.05836",
    "kind": "arxiv",
    "version": 1
  }
}