Pith Number

pith:INRXJVXP

pith:2024:INRXJVXPSTNATWUV35DC725JEB

not attested not anchored not stored refs pending

Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks

Edgar Heinert, Matthias Rottmann, Stephan Tilgner, Timo Palm

arxiv:2409.11373 v1 · 2024-09-17 · 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{INRXJVXPSTNATWUV35DC725JEB}

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	2026-07-05T09:08:17.143269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

436374d6ef94da09da95df462feba9207ad1f893d8a0315934ba1c0ecafe4527

Aliases

arxiv: 2409.11373 · arxiv_version: 2409.11373v1 · doi: 10.48550/arxiv.2409.11373 · pith_short_12: INRXJVXPSTNA · pith_short_16: INRXJVXPSTNATWUV · pith_short_8: INRXJVXP

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/INRXJVXPSTNATWUV35DC725JEB \
  | 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: 436374d6ef94da09da95df462feba9207ad1f893d8a0315934ba1c0ecafe4527

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9528c9a8bb2801267658ba5e7292b6bd5f90b44701c4d28e9c676e4ff12c5e30",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-17T17:20:21Z",
    "title_canon_sha256": "f14e31a4139bcc198069702704a3fba1a3c55dd3b5b4e7c75f0311bf9b9c7dc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.11373",
    "kind": "arxiv",
    "version": 1
  }
}