Pith Number

pith:6RBQQIDK

pith:2023:6RBQQIDKFBGGSB5Z6PSKA5POX4

not attested not anchored not stored refs pending

Effect-Invariant Mechanisms for Policy Generalization

Jonas Peters, Niklas Pfister, Predrag Klasnja, Sorawit Saengkyongam, Susan Murphy

arxiv:2306.10983 v2 · 2023-06-19 · stat.ML · 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{6RBQQIDKFBGGSB5Z6PSKA5POX4}

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	2026-07-05T06:25:33.654217Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f44308206a284c6907b9f3e4a075eebf3ceea68efc670c8f55de516c39e67186

Aliases

arxiv: 2306.10983 · arxiv_version: 2306.10983v2 · doi: 10.48550/arxiv.2306.10983 · pith_short_12: 6RBQQIDKFBGG · pith_short_16: 6RBQQIDKFBGGSB5Z · pith_short_8: 6RBQQIDK

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/6RBQQIDKFBGGSB5Z6PSKA5POX4 \
  | 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: f44308206a284c6907b9f3e4a075eebf3ceea68efc670c8f55de516c39e67186

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c2f1a55eedfe931b8522d7541b7ba77110e6a35a6398c0a8d7a09373139bbe7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-06-19T14:50:24Z",
    "title_canon_sha256": "d69f0967a70553609f91babca001b29215fcd637cf0f4d56bc182277ad23bd0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.10983",
    "kind": "arxiv",
    "version": 2
  }
}