Pith Number

pith:7P7BDQZR

pith:2024:7P7BDQZRDZ7DPC2RBTUAIRQJ6N

not attested not anchored not stored refs pending

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice

David Herel, David Valente, Ponnurangam Kumaraguru, Sreeram Vennam

arxiv:2411.11371 v1 · 2024-11-18 · cs.CL · 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{7P7BDQZRDZ7DPC2RBTUAIRQJ6N}

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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

Enhancing Latent Computation in Transformers with Latent Tokens

Receipt and verification

First computed	2026-07-05T09:36:55.425394Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbfe11c3311e7e378b510ce8044609f37650d1c49d2689e100e16a201c8fa2d4

Aliases

arxiv: 2411.11371 · arxiv_version: 2411.11371v1 · doi: 10.48550/arxiv.2411.11371 · pith_short_12: 7P7BDQZRDZ7D · pith_short_16: 7P7BDQZRDZ7DPC2R · pith_short_8: 7P7BDQZR

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/7P7BDQZRDZ7DPC2RBTUAIRQJ6N \
  | 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: fbfe11c3311e7e378b510ce8044609f37650d1c49d2689e100e16a201c8fa2d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2658176cac4a261c23b924ffef323e10ffe26712dd934d98d9e7e53a6bbee56a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-18T08:34:38Z",
    "title_canon_sha256": "9baf4afec25baa5d8f543f49338aeff552a52a25f4c559c70936a6b42e8f8f73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11371",
    "kind": "arxiv",
    "version": 1
  }
}