Pith Number

pith:FV5XBQPT

pith:2024:FV5XBQPT2FONI6RYUJOEGPNMDL

not attested not anchored not stored refs pending

On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning

Alexandra Butoi, Anej Svete, Franz Nowak, Ryan Cotterell

arxiv:2406.14197 v2 · 2024-06-20 · cs.CL · cs.FL

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\usepackage{pith}
\pithnumber{FV5XBQPT2FONI6RYUJOEGPNMDL}

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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

2 papers in Pith

Rethinking the Role of Positional Encoding: Sliding-Window Transformers without PE Remain Turing Complete

Are Latent Reasoning Models Easily Interpretable?

Receipt and verification

First computed	2026-07-05T10:04:57.194288Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d7b70c1f3d15cd47a38a25c433dac1af6e74f7ffadee8e2add13e929c602a2c

Aliases

arxiv: 2406.14197 · arxiv_version: 2406.14197v2 · doi: 10.48550/arxiv.2406.14197 · pith_short_12: FV5XBQPT2FON · pith_short_16: FV5XBQPT2FONI6RY · pith_short_8: FV5XBQPT

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/FV5XBQPT2FONI6RYUJOEGPNMDL \
  | 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: 2d7b70c1f3d15cd47a38a25c433dac1af6e74f7ffadee8e2add13e929c602a2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6a245e397969715ef0e46252c94940859fbcae1936c8b002692194cf4fdc7c8",
    "cross_cats_sorted": [
      "cs.FL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-20T10:59:02Z",
    "title_canon_sha256": "2779d82f7ae644452a521dd0c4a1cb7123c056ce5363b2dce5ed023083546369"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.14197",
    "kind": "arxiv",
    "version": 2
  }
}