Pith Number

pith:Q3E2PYOC

pith:2024:Q3E2PYOCPVNWAKRS2GDFZWHN42

not attested not anchored not stored refs pending

Investigating Recurrent Transformers with Dynamic Halt

Cornelia Caragea, Jishnu Ray Chowdhury

arxiv:2402.00976 v4 · 2024-02-01 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q3E2PYOCPVNWAKRS2GDFZWHN42}

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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

HRM-Text: Efficient Pretraining Beyond Scaling

Receipt and verification

First computed	2026-07-05T10:02:43.601719Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86c9a7e1c27d5b602a32d1865cd8ede6bd9d081e9f9b4b7dfad34390b72a4c67

Aliases

arxiv: 2402.00976 · arxiv_version: 2402.00976v4 · doi: 10.48550/arxiv.2402.00976 · pith_short_12: Q3E2PYOCPVNW · pith_short_16: Q3E2PYOCPVNWAKRS · pith_short_8: Q3E2PYOC

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/Q3E2PYOCPVNWAKRS2GDFZWHN42 \
  | 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: 86c9a7e1c27d5b602a32d1865cd8ede6bd9d081e9f9b4b7dfad34390b72a4c67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba18f0cea4bfe5762ab6e9d6322bf37d7cdc27b0fd424744905d2e5c1ac9d5f3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-01T19:47:31Z",
    "title_canon_sha256": "9d7cfbb423e1c8fc9a5379b9ff4f8d08a734258e5da2f6fda6987b612bda7245"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.00976",
    "kind": "arxiv",
    "version": 4
  }
}