Pith Number

pith:PKAULZHK

pith:2025:PKAULZHKPSV45NSRR3RMRCC6WY

not attested not anchored not stored refs pending

Sequence-to-Sequence Models with Attention Mechanistically Map to the Architecture of Human Memory Search

Nikolaus Salvatore, Qiong Zhang

arxiv:2506.17424 v1 · 2025-06-20 · q-bio.NC · 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{PKAULZHKPSV45NSRR3RMRCC6WY}

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.

Cited by

1 paper in Pith

Context-Aware Multi-Turn Visual-Textual Reasoning in LVLMs via Dynamic Memory and Adaptive Visual Guidance

Receipt and verification

First computed	2026-07-05T11:25:17.476685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a8145e4ea7cabceb6518ee2c8885eb63d722eed62d34ab2f606892e1976010c

Aliases

arxiv: 2506.17424 · arxiv_version: 2506.17424v1 · doi: 10.48550/arxiv.2506.17424 · pith_short_12: PKAULZHKPSV4 · pith_short_16: PKAULZHKPSV45NSR · pith_short_8: PKAULZHK

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/PKAULZHKPSV45NSRR3RMRCC6WY \
  | 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: 7a8145e4ea7cabceb6518ee2c8885eb63d722eed62d34ab2f606892e1976010c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3473108ed13c581a932a76971a4e99a26419c15d74a86a888b62c40ce489e62f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.NC",
    "submitted_at": "2025-06-20T18:43:15Z",
    "title_canon_sha256": "3fce747284184a5f6ddc8754ddf4fb8328719392f511e86f01290be3546ddf18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17424",
    "kind": "arxiv",
    "version": 1
  }
}