Pith. sign in
Pith Number

pith:6JLG67AX

pith:2020:6JLG67AXTIDM52Q5PII25AOKUD
not attested not anchored not stored refs pending

Learning Nonlinear Loop Invariants with Gated Continuous Logic Networks (Extended Version)

Gabriel Ryan, Jianan Yao, Justin Wong, Ronghui Gu, Suman Jana

arxiv:2003.07959 v4 · 2020-03-17 · cs.SE · cs.LG · cs.PL

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\usepackage{pith}
\pithnumber{6JLG67AXTIDM52Q5PII25AOKUD}

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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 2026-07-05T01:48:08.306842Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f2566f7c179a06ceea1d7a11ae81caa0db404fc68b8a4029c379801de84ef110

Aliases

arxiv: 2003.07959 · arxiv_version: 2003.07959v4 · doi: 10.48550/arxiv.2003.07959 · pith_short_12: 6JLG67AXTIDM · pith_short_16: 6JLG67AXTIDM52Q5 · pith_short_8: 6JLG67AX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6JLG67AXTIDM52Q5PII25AOKUD \
  | 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: f2566f7c179a06ceea1d7a11ae81caa0db404fc68b8a4029c379801de84ef110
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "44e388327b7bfe1b419ad0b8a650c3a1dfb829d9d68fff915c6075d91d823ebe",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2020-03-17T21:44:37Z",
    "title_canon_sha256": "526dcbd315c20c830deeb624719a4a0da1e4a50f8228125a4e89f94ea39d1318"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.07959",
    "kind": "arxiv",
    "version": 4
  }
}