Pith Number

pith:HVXNEW4N

pith:2025:HVXNEW4NE5UY3WSEKYNLUEA6DG

not attested not anchored not stored refs pending

Self-Validated Learning for Particle Separation: A Correctness-Based Self-Training Framework Without Human Labels

Aleese Barron, Andrew M. Kingston, Benjamin Young, Matthias Fabian, Nicolas Francois, Philipp D. L\"osel, Yulai Zhang

arxiv:2508.16224 v1 · 2025-08-22 · eess.IV · 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{HVXNEW4NE5UY3WSEKYNLUEA6DG}

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	2026-07-05T11:57:44.326388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d6ed25b8d27698dda44561aba101e198e5a770923a6d6a4dbdd1d266c76a842

Aliases

arxiv: 2508.16224 · arxiv_version: 2508.16224v1 · doi: 10.48550/arxiv.2508.16224 · pith_short_12: HVXNEW4NE5UY · pith_short_16: HVXNEW4NE5UY3WSE · pith_short_8: HVXNEW4N

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/HVXNEW4NE5UY3WSEKYNLUEA6DG \
  | 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: 3d6ed25b8d27698dda44561aba101e198e5a770923a6d6a4dbdd1d266c76a842

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf4923b97b69a2726cc54027ca840357013d183eb4e4f8df0dda6c0025863400",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-08-22T08:54:11Z",
    "title_canon_sha256": "d18fff77fb8fcd0f4d4d02582d0336cfb8cebd3957701e61d961f6274d07df74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.16224",
    "kind": "arxiv",
    "version": 1
  }
}