Pith Number

pith:4ETZ3SR4

pith:2024:4ETZ3SR4LC4JBCDYSG5P2V53J2

not attested not anchored not stored refs pending

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing

Andreas Madsen

arxiv:2411.17992 v1 · 2024-11-27 · 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{4ETZ3SR4LC4JBCDYSG5P2V53J2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T09:41:09.933877Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1279dca3c58b890887891bafd57bb4e81040173061c0b17231ca962ea76b93a

Aliases

arxiv: 2411.17992 · arxiv_version: 2411.17992v1 · doi: 10.48550/arxiv.2411.17992 · pith_short_12: 4ETZ3SR4LC4J · pith_short_16: 4ETZ3SR4LC4JBCDY · pith_short_8: 4ETZ3SR4

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/4ETZ3SR4LC4JBCDYSG5P2V53J2 \
  | 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: e1279dca3c58b890887891bafd57bb4e81040173061c0b17231ca962ea76b93a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7100d5a97a5418f1c65ba13602b772e69636a3da28ed4dc5fdd9d0bba105bc4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-27T02:17:34Z",
    "title_canon_sha256": "96e5fb5412b7fb2b8f6230d8b7d34ae3fe7f025d4ac4e6f4cd8c0860611a77cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17992",
    "kind": "arxiv",
    "version": 1
  }
}