Pith Number

pith:TDAHHSKU

pith:2026:TDAHHSKUXYBVE63HEFNDV3B4QH

not attested not anchored not stored refs pending

Needles at Scale: LLM-Assisted Target Selection for Windows Vulnerability Research

Michael J. Bommarito II

arxiv:2606.01364 v1 · 2026-05-31 · cs.CR · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TDAHHSKUXYBVE63HEFNDV3B4QH}

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	2026-06-02T02:04:31.391572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98c073c954be03527b67215a3aec3c81ddbce18d5b5e1a8eba32fe31cd412385

Aliases

arxiv: 2606.01364 · arxiv_version: 2606.01364v1 · doi: 10.48550/arxiv.2606.01364 · pith_short_12: TDAHHSKUXYBV · pith_short_16: TDAHHSKUXYBVE63H · pith_short_8: TDAHHSKU

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/TDAHHSKUXYBVE63HEFNDV3B4QH \
  | 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: 98c073c954be03527b67215a3aec3c81ddbce18d5b5e1a8eba32fe31cd412385

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22ec7ab3eb5677db4a317aeb6908eca2e8a299c5c532f40cf72dd16f64bb4e1c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-05-31T17:46:13Z",
    "title_canon_sha256": "d7debb1cce4e0f69b86f7b3ed8f187c1196ad8d0235ede83a63201c3f9376d23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01364",
    "kind": "arxiv",
    "version": 1
  }
}