Pith Number

pith:KDQ4D6MF

pith:2023:KDQ4D6MFNLESKM4P3GPKZSCDFG

not attested not anchored not stored refs pending

Attributing Learned Concepts in Neural Networks to Training Data

Charles Godfrey, Davis Brown, Henry Kvinge, Jonathan Tu, Madelyn Shapiro, Nicholas Konz

arxiv:2310.03149 v4 · 2023-10-04 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KDQ4D6MFNLESKM4P3GPKZSCDFG}

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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

Rigorous Interpretation Is a Form of Evaluation

Receipt and verification

First computed	2026-07-05T07:28:30.271505Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50e1c1f9856ac925338fd99eacc8432987a48658fc28aba5fb3c10b2f74ea4e1

Aliases

arxiv: 2310.03149 · arxiv_version: 2310.03149v4 · doi: 10.48550/arxiv.2310.03149 · pith_short_12: KDQ4D6MFNLES · pith_short_16: KDQ4D6MFNLESKM4P · pith_short_8: KDQ4D6MF

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/KDQ4D6MFNLESKM4P3GPKZSCDFG \
  | 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: 50e1c1f9856ac925338fd99eacc8432987a48658fc28aba5fb3c10b2f74ea4e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23852c0df6e6ebc97a74408f60865d19d36249f9ae7de5af025c216f905a7f71",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-04T20:26:59Z",
    "title_canon_sha256": "b805e86de8d44459c77f531a0b5f835521d9a7e80166069f689dd7b3b5a22800"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03149",
    "kind": "arxiv",
    "version": 4
  }
}