Pith Number

pith:Z7ITQM6L

pith:2023:Z7ITQM6LPG3UM2JQVVRPPGVKC5

not attested not anchored not stored refs pending

Transformer Working Memory Enables Regular Language Reasoning and Natural Language Length Extrapolation

Alexander I. Rudnicky, Peter J. Ramadge, Ta-Chung Chi, Ting-Han Fan

arxiv:2305.03796 v1 · 2023-05-05 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z7ITQM6LPG3UM2JQVVRPPGVKC5}

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

Rethinking Memorization Measures and their Implications in Large Language Models

Receipt and verification

First computed	2026-07-05T06:07:41.138853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfd13833cb79b7466930ad62f79aaa174ff6260e7b58b6e6d47b4c518b34150d

Aliases

arxiv: 2305.03796 · arxiv_version: 2305.03796v1 · doi: 10.48550/arxiv.2305.03796 · pith_short_12: Z7ITQM6LPG3U · pith_short_16: Z7ITQM6LPG3UM2JQ · pith_short_8: Z7ITQM6L

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/Z7ITQM6LPG3UM2JQVVRPPGVKC5 \
  | 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: cfd13833cb79b7466930ad62f79aaa174ff6260e7b58b6e6d47b4c518b34150d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57fc852cd60fd6e1ee9d44d9c2a564bd56ea2246bdbb481afd03702ba5cd82ef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-05T18:54:40Z",
    "title_canon_sha256": "1477b684fbaef8a4e588d5b01ba9822b0c999a2f635f44cc34ec8ec0c1592cd0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.03796",
    "kind": "arxiv",
    "version": 1
  }
}