Pith Number

pith:QUFQ3GWO

pith:2025:QUFQ3GWOP3VSB6EDF7VC2CS7NZ

not attested not anchored not stored refs pending

The Role of Teacher Calibration in Knowledge Distillation

Junhoo Lee, Nojun Kwak, Seonguk Park, Suyoung Kim

arxiv:2508.20224 v1 · 2025-08-27 · cs.LG · cs.AI · 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{QUFQ3GWOP3VSB6EDF7VC2CS7NZ}

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	2026-07-05T12:00:32.190281Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

850b0d9ace7eeb20f8832fea2d0a5f6e66502eb4c2560f38722e07b129d1f6ee

Aliases

arxiv: 2508.20224 · arxiv_version: 2508.20224v1 · doi: 10.48550/arxiv.2508.20224 · pith_short_12: QUFQ3GWOP3VS · pith_short_16: QUFQ3GWOP3VSB6ED · pith_short_8: QUFQ3GWO

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/QUFQ3GWOP3VSB6EDF7VC2CS7NZ \
  | 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: 850b0d9ace7eeb20f8832fea2d0a5f6e66502eb4c2560f38722e07b129d1f6ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6dcd89d063bf8702a6187d348a332ea91b412c7dee1b57c201753f256b577c42",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-27T19:04:28Z",
    "title_canon_sha256": "398131ef1ca72c26a9759e4094a53b995dc1031caf070ab8d8a88ab0ace59513"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.20224",
    "kind": "arxiv",
    "version": 1
  }
}