Pith Number

pith:RPCPPORM

pith:2019:RPCPPORMDAUSGVMWYXLGBTXYJQ

not attested not anchored not stored refs pending

CLN2INV: Learning Loop Invariants with Continuous Logic Networks

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

arxiv:1909.11542 v3 · 2019-09-25 · cs.LG · cs.SE · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RPCPPORMDAUSGVMWYXLGBTXYJQ}

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.

Cited by

2 papers in Pith

Guiding LLM-based Loop Invariant Synthesis via Feedback on Local Reasoning Errors

SpecSyn: LLM-based Synthesis and Refinement of Formal Specifications for Real-world Program Verification

Receipt and verification

First computed	2026-07-05T00:12:53.757575Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8bc4f7ba2c1829235596c5d660cef84c26698703ba54a4917b78ff8c3ed9dcf9

Aliases

arxiv: 1909.11542 · arxiv_version: 1909.11542v3 · doi: 10.48550/arxiv.1909.11542 · pith_short_12: RPCPPORMDAUS · pith_short_16: RPCPPORMDAUSGVMW · pith_short_8: RPCPPORM

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/RPCPPORMDAUSGVMWYXLGBTXYJQ \
  | 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: 8bc4f7ba2c1829235596c5d660cef84c26698703ba54a4917b78ff8c3ed9dcf9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "603a5e983d3dba8f8ed61d9c6964fa52541761c753fa7ee67da4bce870591ae1",
    "cross_cats_sorted": [
      "cs.SE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-25T15:05:02Z",
    "title_canon_sha256": "37145f2a1a378a74efced4804fe43947c4b44876cc2fe59c1eb3205b0605a2bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.11542",
    "kind": "arxiv",
    "version": 3
  }
}