Pith Number

pith:ZPPJYSZN

pith:2024:ZPPJYSZNHU3B5EOV75VDW64BM5

not attested not anchored not stored refs pending

Revisiting the robustness of post-hoc interpretability methods

Gianmarco Mengaldo, Hugues Turb\'e, Jiawen Wei

arxiv:2407.19683 v1 · 2024-07-29 · cs.LG · 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{ZPPJYSZNHU3B5EOV75VDW64BM5}

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.

Cited by

1 paper in Pith

Reliability, Faithfulness, and the Limits of Post-hoc Explanations of Opaque Scientific Models

Receipt and verification

First computed	2026-07-05T08:49:43.227364Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbde9c4b2d3d361e91d5ff6a3b7b81677f4a6fc0092a155a622fe2f49f3cb9eb

Aliases

arxiv: 2407.19683 · arxiv_version: 2407.19683v1 · doi: 10.48550/arxiv.2407.19683 · pith_short_12: ZPPJYSZNHU3B · pith_short_16: ZPPJYSZNHU3B5EOV · pith_short_8: ZPPJYSZN

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/ZPPJYSZNHU3B5EOV75VDW64BM5 \
  | 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: cbde9c4b2d3d361e91d5ff6a3b7b81677f4a6fc0092a155a622fe2f49f3cb9eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56c85dcdd08bb7b9b32c03a4da85001f2ed139c301388a1fdabc7a61713e555a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-29T03:55:52Z",
    "title_canon_sha256": "043b640895754358b112ebac13dba54414e86c515ee83d714fca1cc05f957b28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19683",
    "kind": "arxiv",
    "version": 1
  }
}