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Pith
Pith Number

pith:3G2IHQXD

pith:2021:3G2IHQXDLOFU7EUSDAFXYSHY4E
not attested not anchored not stored refs pending

Learning Linear Temporal Properties from Noisy Data: A MaxSAT Approach

Daniel Neider, Jean-Rapha\"el Gaglione, Rajarshi Roy, Ufuk Topcu, Zhe Xu

arxiv:2104.15083 v2 · 2021-04-30 · cs.LG · cs.AI · cs.FL

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\usepackage{pith}
\pithnumber{3G2IHQXDLOFU7EUSDAFXYSHY4E}

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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 2026-07-05T02:52:16.188787Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d9b483c2e35b8b4f9292180b7c48f8e113f6c81330ad32c67534b857941691a2

Aliases

arxiv: 2104.15083 · arxiv_version: 2104.15083v2 · doi: 10.48550/arxiv.2104.15083 · pith_short_12: 3G2IHQXDLOFU · pith_short_16: 3G2IHQXDLOFU7EUS · pith_short_8: 3G2IHQXD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3G2IHQXDLOFU7EUSDAFXYSHY4E \
  | 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: d9b483c2e35b8b4f9292180b7c48f8e113f6c81330ad32c67534b857941691a2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fe6cf6eb009216551ccbc265cbeaf83f8933ed1b19bd7d6b5152ff41f6d89fc5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.FL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-30T16:06:03Z",
    "title_canon_sha256": "9ec6d10770e15fde473737e8eb04e0caef7768bb428ecf71414028a81de1daeb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.15083",
    "kind": "arxiv",
    "version": 2
  }
}