Pith Number

pith:KJWETYAN

pith:2025:KJWETYANCX2IAJWS3A6ENPC3G7

not attested not anchored not stored refs pending

Transition Matching: Scalable and Flexible Generative Modeling

Itai Gat, Neta Shaul, Uriel Singer, Yaron Lipman

arxiv:2506.23589 v1 · 2025-06-30 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KJWETYANCX2IAJWS3A6ENPC3G7}

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

2 papers in Pith

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

dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models

Receipt and verification

First computed	2026-07-05T11:29:24.439164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

526c49e00d15f48026d2d83c46bc5b37ea341cfe46610c97f9eb1940fc02e5fe

Aliases

arxiv: 2506.23589 · arxiv_version: 2506.23589v1 · doi: 10.48550/arxiv.2506.23589 · pith_short_12: KJWETYANCX2I · pith_short_16: KJWETYANCX2IAJWS · pith_short_8: KJWETYAN

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/KJWETYANCX2IAJWS3A6ENPC3G7 \
  | 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: 526c49e00d15f48026d2d83c46bc5b37ea341cfe46610c97f9eb1940fc02e5fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab47dacaae411982c4c51f1d769c4fad0b7740412f408816eadc5431508d98b4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-30T07:51:58Z",
    "title_canon_sha256": "c627024defe21be8b0316ad2d54d2b36c2a2198500051acfdf19f9b4f11ef68e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23589",
    "kind": "arxiv",
    "version": 1
  }
}