Pith Number

pith:CDRL75FQ

pith:2026:CDRL75FQSSQWHXQXOMMHEXIA5W

not attested not anchored not stored refs pending

Round-Trip Consistency: Bidirectional Diffusion Models Can Predict Their Own Rollout Errors

Alexander Scheinker

arxiv:2608.00675 v1 · 2026-08-01 · stat.ML · cs.LG · physics.comp-ph · physics.plasm-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CDRL75FQSSQWHXQXOMMHEXIA5W}

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	2026-08-04T00:39:24.171735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10e2bff4b094a163de177318725d00edb0927280a37c4dc2b089495999e8efd3

Aliases

arxiv: 2608.00675 · arxiv_version: 2608.00675v1 · doi: 10.48550/arxiv.2608.00675 · pith_short_12: CDRL75FQSSQW · pith_short_16: CDRL75FQSSQWHXQX · pith_short_8: CDRL75FQ

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/CDRL75FQSSQWHXQXOMMHEXIA5W \
  | 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: 10e2bff4b094a163de177318725d00edb0927280a37c4dc2b089495999e8efd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2d8698e81b8e58fb4eafbebd5656461fd01e68a2122d97040605150c8c30f8e",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.comp-ph",
      "physics.plasm-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-08-01T13:49:46Z",
    "title_canon_sha256": "61394f2304eedc8bff64005d73214abcd18e9a675a74a19b0aeca9d5810b02aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.00675",
    "kind": "arxiv",
    "version": 1
  }
}