Pith Number

pith:HWL2M7GK

pith:2025:HWL2M7GKIU5YAB2YEDCSFWKEJ6

not attested not anchored not stored refs pending

Synthetic Adaptive Guided Embeddings (SAGE): A Novel Knowledge Distillation Method

Mark V. Albert, Poli A. Nemkova, Suleyman Olcay Polat

arxiv:2508.14783 v1 · 2025-08-20 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HWL2M7GKIU5YAB2YEDCSFWKEJ6}

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	2026-07-05T11:56:38.410541Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d97a67cca453b80075820c522d9444fb2bb3c9c6b971443da99ea787d7bd2ab

Aliases

arxiv: 2508.14783 · arxiv_version: 2508.14783v1 · doi: 10.48550/arxiv.2508.14783 · pith_short_12: HWL2M7GKIU5Y · pith_short_16: HWL2M7GKIU5YAB2Y · pith_short_8: HWL2M7GK

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/HWL2M7GKIU5YAB2YEDCSFWKEJ6 \
  | 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: 3d97a67cca453b80075820c522d9444fb2bb3c9c6b971443da99ea787d7bd2ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a3399e5b534fd6dd821d739a2729404e83b124a8995b49f7a53b94db1d0afa2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-20T15:29:00Z",
    "title_canon_sha256": "22139db8840154972db9ff9a02ca70f968b2b3b766bb2d2e046331bbea0dbdaa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.14783",
    "kind": "arxiv",
    "version": 1
  }
}