Pith Number

pith:U474JQMO

pith:2026:U474JQMO4FOWXCJDK4XTXSJKNA

not attested not anchored not stored refs pending

Formalizing and Mitigating Structural Distortion in LLM Attention for Graph Reasoning

Ari Weinstein, Danai Koutra, Donald Loveland, Edward W Huang, Puja Trivedi

arxiv:2606.15633 v2 · 2026-06-14 · 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{U474JQMO4FOWXCJDK4XTXSJKNA}

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	2026-06-19T16:11:37.805656Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a73fc4c18ee15d6b8923572f3bc92a6835704da727b9b8e0cd6af9a395901b58

Aliases

arxiv: 2606.15633 · arxiv_version: 2606.15633v2 · doi: 10.48550/arxiv.2606.15633 · pith_short_12: U474JQMO4FOW · pith_short_16: U474JQMO4FOWXCJD · pith_short_8: U474JQMO

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/U474JQMO4FOWXCJDK4XTXSJKNA \
  | 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: a73fc4c18ee15d6b8923572f3bc92a6835704da727b9b8e0cd6af9a395901b58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af63997de77d1cdbe2e8689eac50fdfb6a7d2b3fc51addc12c0a99d66d110e66",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-14T06:50:28Z",
    "title_canon_sha256": "346becf078034395e43ee8c3d308638e41b725403cbd84cd607112ee144cdca2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.15633",
    "kind": "arxiv",
    "version": 2
  }
}