Pith Number

pith:RN23L7T4

pith:2025:RN23L7T4OWX6EHIVACBSOHKB5Q

not attested not anchored not stored refs pending

Analysis of Threat-Based Manipulation in Large Language Models: A Dual Perspective on Vulnerabilities and Performance Enhancement Opportunities

Atil Samancioglu

arxiv:2507.21133 v1 · 2025-07-22 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RN23L7T4OWX6EHIVACBSOHKB5Q}

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	2026-07-05T11:44:31.784290Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b75b5fe7c75afe21d150083271d41ec189f3a36a022105b2c2d26ec2d911bca

Aliases

arxiv: 2507.21133 · arxiv_version: 2507.21133v1 · doi: 10.48550/arxiv.2507.21133 · pith_short_12: RN23L7T4OWX6 · pith_short_16: RN23L7T4OWX6EHIV · pith_short_8: RN23L7T4

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/RN23L7T4OWX6EHIVACBSOHKB5Q \
  | 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: 8b75b5fe7c75afe21d150083271d41ec189f3a36a022105b2c2d26ec2d911bca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8124a6dec8e21e78dbababca7d8606ec6f5e2dadc4aedcc5ed1d1370ef34d6b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-22T14:13:08Z",
    "title_canon_sha256": "629ca9399d02908e457f3bba7a2e346a35c5807fce4c64451a91cd3f7ab67c35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21133",
    "kind": "arxiv",
    "version": 1
  }
}