Pith Number

pith:BFPARLCJ

pith:2024:BFPARLCJRVUUZSK3GCATOBWAU4

not attested not anchored not stored refs pending

Uniform Discretized Integrated Gradients: An effective attribution based method for explaining large language models

Ayan Kundu, Swarnava Sinha Roy

arxiv:2412.03886 v1 · 2024-12-05 · 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{BFPARLCJRVUUZSK3GCATOBWAU4}

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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

Beyond Attention: Signed Integrated Gradients Attribution in a BiomeGPT-Style Microbiome Transformer

Receipt and verification

First computed	2026-07-05T09:44:55.857756Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

095e08ac498d694cc95b30813706c0a73f2e089c7a0eafe65b283ac3459d1961

Aliases

arxiv: 2412.03886 · arxiv_version: 2412.03886v1 · doi: 10.48550/arxiv.2412.03886 · pith_short_12: BFPARLCJRVUU · pith_short_16: BFPARLCJRVUUZSK3 · pith_short_8: BFPARLCJ

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/BFPARLCJRVUUZSK3GCATOBWAU4 \
  | 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: 095e08ac498d694cc95b30813706c0a73f2e089c7a0eafe65b283ac3459d1961

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b669ab767ab2eca3b22f2d7496131d8ef87038d7f300f26fe67dc2b28dab733f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-05T05:39:03Z",
    "title_canon_sha256": "b43356258a4d3f03323fac34e1387423853c743e5b2acd96b70ac6fa34c4a145"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03886",
    "kind": "arxiv",
    "version": 1
  }
}