Pith Number

pith:M644GZU2

pith:2023:M644GZU2VPX2OT37OY4D4YWII4

not attested not anchored not stored refs pending

Using Captum to Explain Generative Language Models

Aobo Yang, Aram H. Markosyan, Diego Garcia-Olano, Narine Kokhlikyan, Vivek Miglani

arxiv:2312.05491 v1 · 2023-12-09 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M644GZU2VPX2OT37OY4D4YWII4}

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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

LLM attribution analysis across different fine-tuning strategies and model scales for automated code compliance

Receipt and verification

First computed	2026-07-05T07:22:05.182183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67b9c3669aabefa74f7f76383e62c8472ca95fd643660425bf5ea02b796bc05c

Aliases

arxiv: 2312.05491 · arxiv_version: 2312.05491v1 · doi: 10.48550/arxiv.2312.05491 · pith_short_12: M644GZU2VPX2 · pith_short_16: M644GZU2VPX2OT37 · pith_short_8: M644GZU2

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/M644GZU2VPX2OT37OY4D4YWII4 \
  | 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: 67b9c3669aabefa74f7f76383e62c8472ca95fd643660425bf5ea02b796bc05c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9cabf089f64e9a34d4624b6458f1c864426eb92843ea5b14ac5530fa47cc4e84",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-09T07:35:24Z",
    "title_canon_sha256": "ee79062b926030831f0d99f50a5e64c3e05ea73510e32ee52dbf7dc1fae768b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.05491",
    "kind": "arxiv",
    "version": 1
  }
}