Pith Number

pith:B67MY6BU

pith:2025:B67MY6BUHYCVX6VNNJEC5M7XF3

not attested not anchored not stored refs pending

Efficient Knowledge Distillation via Curriculum Extraction

Shivam Gupta, Sushrut Karmalkar

arxiv:2503.17494 v1 · 2025-03-21 · cs.LG · cs.AI · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B67MY6BUHYCVX6VNNJEC5M7XF3}

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

1 paper in Pith

Curriculum Learning-Guided Progressive Distillation in Large Language Models

Receipt and verification

First computed	2026-07-05T10:37:10.646369Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fbecc78343e055bfaad6a482eb3f72ef5fde7c0ea1e27390a825aa7934406fa

Aliases

arxiv: 2503.17494 · arxiv_version: 2503.17494v1 · doi: 10.48550/arxiv.2503.17494 · pith_short_12: B67MY6BUHYCV · pith_short_16: B67MY6BUHYCVX6VN · pith_short_8: B67MY6BU

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/B67MY6BUHYCVX6VNNJEC5M7XF3 \
  | 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: 0fbecc78343e055bfaad6a482eb3f72ef5fde7c0ea1e27390a825aa7934406fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43828e79df754904eaf6faff230a89d5e70a67c8ece15ea91944336487b4363b",
    "cross_cats_sorted": [
      "cs.AI",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-21T19:09:41Z",
    "title_canon_sha256": "2ea119c307efbe6a2b7a2ae056053b5d447a870e3b515f811974cdaaaf540721"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.17494",
    "kind": "arxiv",
    "version": 1
  }
}