Pith Number

pith:L4VJOGSF

pith:2025:L4VJOGSFDTAF6VZYB7UJXDEZOY

not attested not anchored not stored refs pending

Demystifying Transition Matching: When and Why It Can Beat Flow Matching

Jaihoon Kim, Minhyuk Sung, Rajarshi Saha, Youngsuk Park

arxiv:2510.17991 v3 · 2025-10-20 · cs.LG · 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{L4VJOGSFDTAF6VZYB7UJXDEZOY}

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	2026-05-22T01:03:48.412635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f2a971a451cc05f57380fe89b8c9976269e0fc2899f562de44bd18b09d36780

Aliases

arxiv: 2510.17991 · arxiv_version: 2510.17991v3 · doi: 10.48550/arxiv.2510.17991 · pith_short_12: L4VJOGSFDTAF · pith_short_16: L4VJOGSFDTAF6VZY · pith_short_8: L4VJOGSF

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/L4VJOGSFDTAF6VZYB7UJXDEZOY \
  | 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: 5f2a971a451cc05f57380fe89b8c9976269e0fc2899f562de44bd18b09d36780

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "705378d45ac5d5b3a00720f5bc379bc4730b7c5b161cf8fc5d10e45cd1bd1e4a",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-20T18:11:29Z",
    "title_canon_sha256": "0e45f8d169609dc0ff15a6a10e92abf535fce2cfa1020aca8863f6bd6ed56a7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.17991",
    "kind": "arxiv",
    "version": 3
  }
}