Pith Number

pith:YYBQGNF3

pith:2019:YYBQGNF3RNWH5K347TM7K7K3LM

not attested not anchored not stored refs pending

Bin-wise Temperature Scaling (BTS): Improvement in Confidence Calibration Performance through Simple Scaling Techniques

Byeongmoon Ji, Hyemin Jung, Jihyeun Yoon, Kyungyul Kim, Younghak Shin

arxiv:1908.11528 v2 · 2019-08-30 · 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{YYBQGNF3RNWH5K347TM7K7K3LM}

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	2026-07-05T00:06:10.769362Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6030334bb8b6c7eab7cfcd9f57d5b5b15c75cbcae265625cc47d00fba8cb714

Aliases

arxiv: 1908.11528 · arxiv_version: 1908.11528v2 · doi: 10.48550/arxiv.1908.11528 · pith_short_12: YYBQGNF3RNWH · pith_short_16: YYBQGNF3RNWH5K34 · pith_short_8: YYBQGNF3

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/YYBQGNF3RNWH5K347TM7K7K3LM \
  | 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: c6030334bb8b6c7eab7cfcd9f57d5b5b15c75cbcae265625cc47d00fba8cb714

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1550afdda9f7077ef4611c8fadd6a0eb8848235d3e02f9723cccd13dde55c977",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-08-30T04:18:27Z",
    "title_canon_sha256": "a9a561bcb876426d73e76298e949e2c94d068c790f29fa43f13f1405ded3ebd2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.11528",
    "kind": "arxiv",
    "version": 2
  }
}