Pith Number

pith:DOLKO6BD

pith:2026:DOLKO6BDOVAPXX2YSGZ4CZAMOM

not attested not anchored not stored refs pending

On Sample-Efficient Generalized Planning via Learned Transition Models

Biplav Srivastava, John A. Aydin, Nitin Gupta, Vishal Pallagani

arxiv:2602.23148 v3 · 2026-02-26 · 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{DOLKO6BDOVAPXX2YSGZ4CZAMOM}

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	2026-07-07T03:18:54.026832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b96a778237540fbdf5891b3c1640c732d02b0bae25606bb732a1f7cd07e5e81

Aliases

arxiv: 2602.23148 · arxiv_version: 2602.23148v3 · doi: 10.48550/arxiv.2602.23148 · pith_short_12: DOLKO6BDOVAP · pith_short_16: DOLKO6BDOVAPXX2Y · pith_short_8: DOLKO6BD

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/DOLKO6BDOVAPXX2YSGZ4CZAMOM \
  | 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: 1b96a778237540fbdf5891b3c1640c732d02b0bae25606bb732a1f7cd07e5e81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41af8e7c3aec7ec9caf9f1a63bdfbd10f573c219669c16dd5a01d875b390b69b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-02-26T16:13:46Z",
    "title_canon_sha256": "c15650fafbdf51600f4063c16d5bb75277a703cac0fbbcb1385cf4eb49196725"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.23148",
    "kind": "arxiv",
    "version": 3
  }
}