Pith Number

pith:X3N3XTZM

pith:2026:X3N3XTZMOFMLI6WTBQCIZ57EWQ

not attested not anchored not stored refs pending

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection

Biju Issac, Henry Kabuye, Jeyamohan Neera

arxiv:2607.04292 v1 · 2026-07-05 · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X3N3XTZMOFMLI6WTBQCIZ57EWQ}

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	2026-07-07T02:19:07.251479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bedbbbcf2c7158b47ad30c048cf7e4b4207deb89e68ed5b203289bcfc3c68713

Aliases

arxiv: 2607.04292 · arxiv_version: 2607.04292v1 · doi: 10.48550/arxiv.2607.04292 · pith_short_12: X3N3XTZMOFML · pith_short_16: X3N3XTZMOFMLI6WT · pith_short_8: X3N3XTZM

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/X3N3XTZMOFMLI6WTBQCIZ57EWQ \
  | 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: bedbbbcf2c7158b47ad30c048cf7e4b4207deb89e68ed5b203289bcfc3c68713

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24cd16d7c8826bf3c7499a899e09c76416b48ac83bb60159d439a3df629d9d93",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-05T13:08:41Z",
    "title_canon_sha256": "bca1b76affa8fe9b30abd98b672e29ffa0c9a80589cdf1ff5cbc1bf37fc1fd2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.04292",
    "kind": "arxiv",
    "version": 1
  }
}