Pith Number

pith:CMAISTSV

pith:2024:CMAISTSVJXISGFXEODQTX43NPU

not attested not anchored not stored refs pending

Self-Attention Limits Working Memory Capacity of Transformer-Based Models

Dongyu Gong, Hantao Zhang

arxiv:2409.10715 v2 · 2024-09-16 · cs.CL · cs.AI · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CMAISTSVJXISGFXEODQTX43NPU}

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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

Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions

Receipt and verification

First computed	2026-07-05T09:36:14.723293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1300894e554dd12316e470e13bf36d7d03701939d9a861b8d622e96903b49bce

Aliases

arxiv: 2409.10715 · arxiv_version: 2409.10715v2 · doi: 10.48550/arxiv.2409.10715 · pith_short_12: CMAISTSVJXIS · pith_short_16: CMAISTSVJXISGFXE · pith_short_8: CMAISTSV

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/CMAISTSVJXISGFXEODQTX43NPU \
  | 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: 1300894e554dd12316e470e13bf36d7d03701939d9a861b8d622e96903b49bce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92a037d844352c8371addd8789cd64610509a76d3cb24eab52bf8222303a0764",
    "cross_cats_sorted": [
      "cs.AI",
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-16T20:38:35Z",
    "title_canon_sha256": "fe099174fa53fc4106050dca3ce96285fdc3e74bb45d9522e264c12fe3cab0d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.10715",
    "kind": "arxiv",
    "version": 2
  }
}