Pith Number

pith:FR2JQEAO

pith:2025:FR2JQEAOBYF656QP6RFG2E7ZD2

not attested not anchored not stored refs pending

Actionable Interpretability via Causal Hypergraphs: Unravelling Batch Size Effects in Deep Learning

Anoushka Harit, Pietro Lio, Zhongtian Sun

arxiv:2506.17826 v1 · 2025-06-21 · 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{FR2JQEAOBYF656QP6RFG2E7ZD2}

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

RicciFlowRec: A Geometric Root Cause Recommender Using Ricci Curvature on Financial Graphs

Receipt and verification

First computed	2026-07-05T11:25:23.845969Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c7498100e0e0beefa0ff44a6d13f91eb3f6c9c56c845ee83010dc5a77a34f70

Aliases

arxiv: 2506.17826 · arxiv_version: 2506.17826v1 · doi: 10.48550/arxiv.2506.17826 · pith_short_12: FR2JQEAOBYF6 · pith_short_16: FR2JQEAOBYF656QP · pith_short_8: FR2JQEAO

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/FR2JQEAOBYF656QP6RFG2E7ZD2 \
  | 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: 2c7498100e0e0beefa0ff44a6d13f91eb3f6c9c56c845ee83010dc5a77a34f70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c0e582ad17c1361b7ea786650e44ad4707de50f124d1bb8d02ffda41bb1d4f7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-21T21:38:43Z",
    "title_canon_sha256": "934713a16a5e70b7514795d10a407d9355fb0c49558582d7fa160c42aa2cc72f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17826",
    "kind": "arxiv",
    "version": 1
  }
}