Pith Number

pith:PT3N6YXT

pith:2018:PT3N6YXTCS3ULC57AQDFDNL676

not attested not anchored not stored refs pending

ML + FV = $\heartsuit$? A Survey on the Application of Machine Learning to Formal Verification

Adrien Bibal (1) (University of Namur, Belgium (2) fortiss GmbH, Faculty of Computer Science, Germany), Levi L\'ucio (2), Moussa Amrani (1), M\"unchen, Namur, PReCiSE / NaDI

arxiv:1806.03600 v2 · 2018-06-10 · cs.SE · cs.AI · 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{PT3N6YXTCS3ULC57AQDFDNL676}

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	2026-05-18T00:13:36.550116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7cf6df62f314b7458bbf040651b57eff9275d07f813421b7e56dfe5cb7395d4f

Aliases

arxiv: 1806.03600 · arxiv_version: 1806.03600v2 · doi: 10.48550/arxiv.1806.03600 · pith_short_12: PT3N6YXTCS3U · pith_short_16: PT3N6YXTCS3ULC57 · pith_short_8: PT3N6YXT

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/PT3N6YXTCS3ULC57AQDFDNL676 \
  | 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: 7cf6df62f314b7458bbf040651b57eff9275d07f813421b7e56dfe5cb7395d4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c376f2a3fb275ddb5f9531100f665940d602dbb80c87652a67437f87ec138cc6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2018-06-10T07:29:41Z",
    "title_canon_sha256": "cafcba72f9581d0c51b6466e7f2a9f46adff898a70d3cafa780b510592df88fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.03600",
    "kind": "arxiv",
    "version": 2
  }
}