Pith Number

pith:RSY6GDFV

pith:2017:RSY6GDFVX2CZJUHDDHV6HSV6T3

not attested not anchored not stored refs pending

Distance-based Confidence Score for Neural Network Classifiers

Amit Mandelbaum, Daphna Weinshall

arxiv:1709.09844 v1 · 2017-09-28 · cs.AI · cs.CV · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RSY6GDFVX2CZJUHDDHV6HSV6T3}

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.

Cited by

2 papers in Pith

Exploring the Potential of Bilevel Optimization for Calibrating Neural Networks

ORCE: Order-Aware Alignment of Verbalized Confidence in Large Language Models

Receipt and verification

First computed	2026-07-05T01:14:20.852247Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cb1e30cb5be8594d0e319ebe3cabe9ed8db6e1e2a7de6064dcbba5183c03f90

Aliases

arxiv: 1709.09844 · arxiv_version: 1709.09844v1 · doi: 10.48550/arxiv.1709.09844 · pith_short_12: RSY6GDFVX2CZ · pith_short_16: RSY6GDFVX2CZJUHD · pith_short_8: RSY6GDFV

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/RSY6GDFVX2CZJUHDDHV6HSV6T3 \
  | 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: 8cb1e30cb5be8594d0e319ebe3cabe9ed8db6e1e2a7de6064dcbba5183c03f90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93d77efb06507c341591972695bae69151b35d49b711494d80a91ec3583ffd37",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-09-28T08:09:47Z",
    "title_canon_sha256": "371fd5a5fa69712949d6d71402153c6828b3e659aed8d101377b955e03860c4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.09844",
    "kind": "arxiv",
    "version": 1
  }
}