Pith Number

pith:H4ESXI3I

pith:2019:H4ESXI3ISSEHTTM6LMEKFS3GYJ

not attested not anchored not stored refs pending

Mitigating Multi-Stage Cascading Failure by Reinforcement Learning

Chengxi Liu, Yongli Zhu

arxiv:1908.06599 v1 · 2019-08-19 · cs.LG · cs.SY · eess.SY · math.DS · 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{H4ESXI3ISSEHTTM6LMEKFS3GYJ}

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	2026-07-04T23:58:17.621140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f092ba368948879cd9e5b08a2cb66c25c2f53868f60b7dca26f8ebd0d92740f

Aliases

arxiv: 1908.06599 · arxiv_version: 1908.06599v1 · doi: 10.48550/arxiv.1908.06599 · pith_short_12: H4ESXI3ISSEH · pith_short_16: H4ESXI3ISSEHTTM6 · pith_short_8: H4ESXI3I

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/H4ESXI3ISSEHTTM6LMEKFS3GYJ \
  | 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: 3f092ba368948879cd9e5b08a2cb66c25c2f53868f60b7dca26f8ebd0d92740f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e39e0425d7dc2f21e66cffc1004f31c8a598535f5355be4d30a938a7db2cd8ab",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "math.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-19T05:41:23Z",
    "title_canon_sha256": "50875b121ca310048923a6a4ecc109b2a868a88e48e193613e03f3a67e16b16f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.06599",
    "kind": "arxiv",
    "version": 1
  }
}