Pith Number

pith:NRKWJIXF

pith:2026:NRKWJIXF5F2D3OQCWGDSMIGKW5

not attested not anchored not stored refs pending

Robustness Verification of Recurrent Neural Networks with Abstraction Refinement

Chih-Duo Hong, Li-Jen Lin

arxiv:2606.12490 v1 · 2026-06-10 · 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{NRKWJIXF5F2D3OQCWGDSMIGKW5}

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

1 paper in Pith

ConcoLixir: Reactive LLM Discovery Oracles for Python Concolic Testing

Receipt and verification

First computed	2026-06-12T00:07:52.033213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c5564a2e5e9743dba02b1872620cab76fb414092ef3f2323d7a237f0feaa608

Aliases

arxiv: 2606.12490 · arxiv_version: 2606.12490v1 · doi: 10.48550/arxiv.2606.12490 · pith_short_12: NRKWJIXF5F2D · pith_short_16: NRKWJIXF5F2D3OQC · pith_short_8: NRKWJIXF

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/NRKWJIXF5F2D3OQCWGDSMIGKW5 \
  | 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: 6c5564a2e5e9743dba02b1872620cab76fb414092ef3f2323d7a237f0feaa608

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19c78152882ddc111abe76c7b6a4312e374048e29bf49e57ea000f8481d1b638",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-10T11:30:37Z",
    "title_canon_sha256": "6cea3514516694225c365cdbe6bf7cc8fae3a905768c7c12f0da1e7e9f01cf37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12490",
    "kind": "arxiv",
    "version": 1
  }
}