Pith Number

pith:4HRWEWXQ

pith:2022:4HRWEWXQ7PO3JMLNGF66IWKQ2F

not attested not anchored not stored refs pending

Distilling Reasoning Capabilities into Smaller Language Models

Alessandro Stolfo, Kumar Shridhar, Mrinmaya Sachan

arxiv:2212.00193 v2 · 2022-12-01 · cs.LG · 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{4HRWEWXQ7PO3JMLNGF66IWKQ2F}

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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

4 papers in Pith

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers

Toward Calibrated, Fair, and accurate Deepfake Detection

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces

Deep sequence models tend to memorize geometrically; it is unclear why

Receipt and verification

First computed	2026-07-05T06:11:18.154151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1e3625af0fbddb4b16d317de45950d1591cbbae25d8e8052a50c04c3cc208a8

Aliases

arxiv: 2212.00193 · arxiv_version: 2212.00193v2 · doi: 10.48550/arxiv.2212.00193 · pith_short_12: 4HRWEWXQ7PO3 · pith_short_16: 4HRWEWXQ7PO3JMLN · pith_short_8: 4HRWEWXQ

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/4HRWEWXQ7PO3JMLNGF66IWKQ2F \
  | 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: e1e3625af0fbddb4b16d317de45950d1591cbbae25d8e8052a50c04c3cc208a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f64548b3b974d740c6879c9b4aeb934085a991cf3f198aa5a4c5b77e6d85780",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-01T00:39:56Z",
    "title_canon_sha256": "012920914b4589aedba18362098b8961569aa1dc74eaf9fde8b7ec247e26b9d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.00193",
    "kind": "arxiv",
    "version": 2
  }
}