Pith Number

pith:BVVYDGRB

pith:2025:BVVYDGRBD5YHRLLHP62ENC2BSQ

not attested not anchored not stored refs pending

Symmetry-Aware Transformer Training for Automated Planning

Elliot Gestrin, Jendrik Seipp, Markus Fritzsche

arxiv:2508.07743 v2 · 2025-08-11 · cs.AI · 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{BVVYDGRBD5YHRLLHP62ENC2BSQ}

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

Efficient Test-time Inference for Generative Planning Models with OCL Search

Self-Improvement for Fast, High-Quality Plan Generation

Receipt and verification

First computed	2026-06-29T01:15:02.921709Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d6b819a211f7078ad677fb4468b41942d36c5b1a34910fb048aea07e87fb86b

Aliases

arxiv: 2508.07743 · arxiv_version: 2508.07743v2 · doi: 10.48550/arxiv.2508.07743 · pith_short_12: BVVYDGRBD5YH · pith_short_16: BVVYDGRBD5YHRLLH · pith_short_8: BVVYDGRB

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/BVVYDGRBD5YHRLLHP62ENC2BSQ \
  | 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: 0d6b819a211f7078ad677fb4468b41942d36c5b1a34910fb048aea07e87fb86b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "552aa8489faf964b5d7845f12361f87390e914b85e71c7cc7d85169592898013",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-11T08:23:34Z",
    "title_canon_sha256": "469248b1b1e09262700085b9ae8499b9457499bcbf772a9ac2cab0f32cd50cc2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07743",
    "kind": "arxiv",
    "version": 2
  }
}