Pith Number

pith:DLE6UPNT

pith:2025:DLE6UPNTA6ZZTA3S7DKSIKFTQ6

not attested not anchored not stored refs pending

Quantifying Logical Consistency in Transformers via Query-Key Alignment

Anastasia Voznyuk, Andrei Andriiainen, Eduard Tulchinskii, Evgeny Burnaev, Irina Piontkovskaya, Laida Kushnareva, Serguei Barannikov

arxiv:2502.17017 v1 · 2025-02-24 · cs.CL · cs.IT · cs.LG · math.IT · math.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DLE6UPNTA6ZZTA3S7DKSIKFTQ6}

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	2026-07-05T10:31:26.833821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ac9ea3db307b3998372f8d52428b387a8314ca9a3be82aad6571ff6acf59d0e

Aliases

arxiv: 2502.17017 · arxiv_version: 2502.17017v1 · doi: 10.48550/arxiv.2502.17017 · pith_short_12: DLE6UPNTA6ZZ · pith_short_16: DLE6UPNTA6ZZTA3S · pith_short_8: DLE6UPNT

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/DLE6UPNTA6ZZTA3S7DKSIKFTQ6 \
  | 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: 1ac9ea3db307b3998372f8d52428b387a8314ca9a3be82aad6571ff6acf59d0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8af4ae51f4548d0f3f3f5e6b096bc6119be66b8f66ce35555c01f2204984c7c0",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT",
      "math.LO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-24T10:02:50Z",
    "title_canon_sha256": "c6a92140a6cfb70f45b4722a3a1a65112c86c60a1cb5e005729cfc4cd12deb1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.17017",
    "kind": "arxiv",
    "version": 1
  }
}