Pith Number

pith:UD4LGH3P

pith:2026:UD4LGH3PTZP2OJB2Q6MTH4KV6B

not attested not anchored not stored refs pending

Grounded but Misleading: Evaluating Semantic Alignment in AI-Generated Security Explanations

Connor Ng, Heajun An, Jin-Hee Cho, Junghwan Kim, Sandesh Sharma Dulal

arxiv:2602.05056 v2 · 2026-02-04 · cs.CR · cs.CL · 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{UD4LGH3PTZP2OJB2Q6MTH4KV6B}

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	2026-06-05T00:13:45.323908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0f8b31f6f9e5fa7243a879933f155f040ecd43e49fb7eac939a4635b9207b6e

Aliases

arxiv: 2602.05056 · arxiv_version: 2602.05056v2 · doi: 10.48550/arxiv.2602.05056 · pith_short_12: UD4LGH3PTZP2 · pith_short_16: UD4LGH3PTZP2OJB2 · pith_short_8: UD4LGH3P

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/UD4LGH3PTZP2OJB2Q6MTH4KV6B \
  | 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: a0f8b31f6f9e5fa7243a879933f155f040ecd43e49fb7eac939a4635b9207b6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "790037f166fafbe6622782c4aadbd6dec4e92fbb255cf146e0b7986c68bfff78",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-02-04T21:16:24Z",
    "title_canon_sha256": "a304e385280198f8fd2dc561dc824a0d858186a5516728d9351e932e9411a52e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.05056",
    "kind": "arxiv",
    "version": 2
  }
}