Pith. sign in
Pith Number

pith:XFFUMXF3

pith:2023:XFFUMXF3NDKUYN3YWE35LL4DFV
not attested not anchored not stored refs pending

Layered State Discovery for Incremental Autonomous Exploration

Alessandro Lazaric, Andrea Tirinzoni, Liyu Chen, Matteo Pirotta

arxiv:2302.03789 v1 · 2023-02-07 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XFFUMXF3NDKUYN3YWE35LL4DFV}

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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 2026-07-05T05:39:57.689523Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b94b465cbb68d54c3778b137d5af832d69828ea1793e2c8f5e4c295be8112eaf

Aliases

arxiv: 2302.03789 · arxiv_version: 2302.03789v1 · doi: 10.48550/arxiv.2302.03789 · pith_short_12: XFFUMXF3NDKU · pith_short_16: XFFUMXF3NDKUYN3Y · pith_short_8: XFFUMXF3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XFFUMXF3NDKUYN3YWE35LL4DFV \
  | 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: b94b465cbb68d54c3778b137d5af832d69828ea1793e2c8f5e4c295be8112eaf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d8982f4795a8e2cc6deb83d1d22983f367ad9ff23fd3e37b3ca0df4ee3075a99",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-07T22:58:12Z",
    "title_canon_sha256": "59767411cf87cb7736428896c4474496bec68c2944e7bef4679feb08724f057d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.03789",
    "kind": "arxiv",
    "version": 1
  }
}