Pith Number

pith:2AMKCZG7

pith:2022:2AMKCZG7PTXVNA7YAH6VNB7RF3

not attested not anchored not stored refs pending

Architectural patterns for handling runtime uncertainty of data-driven models in safety-critical perception

Janek Gro{\ss}, Jan Reich, Lisa J\"ockel, Michael Kl\"as, Rasmus Adler, Roman Gansch

arxiv:2206.06838 v1 · 2022-06-14 · cs.SE · cs.AI · 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{2AMKCZG7PTXVNA7YAH6VNB7RF3}

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	2026-07-05T04:31:46.275591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d018a164df7cef5683f801fd5687f12edf27328dee3843e433a492b524b92718

Aliases

arxiv: 2206.06838 · arxiv_version: 2206.06838v1 · doi: 10.48550/arxiv.2206.06838 · pith_short_12: 2AMKCZG7PTXV · pith_short_16: 2AMKCZG7PTXVNA7Y · pith_short_8: 2AMKCZG7

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/2AMKCZG7PTXVNA7YAH6VNB7RF3 \
  | 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: d018a164df7cef5683f801fd5687f12edf27328dee3843e433a492b524b92718

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b37d9acd767b0064835f3bb464d1978d1bf1df2dd0593ca8a7e45eecf098e552",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2022-06-14T13:31:36Z",
    "title_canon_sha256": "787090a1bbda12c409547096616e812e2d90958b6f3c0fcc2528718c824715f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.06838",
    "kind": "arxiv",
    "version": 1
  }
}