Pith Number

pith:J6DKPNEE

pith:2026:J6DKPNEEWX7VFBD4HM4X6KNOXP

not attested not anchored not stored refs pending

Auditing Machine-Learning Models and Their Training Data with Explainability and First-Principles Verification: Application to Spin Hall Conductivity

Mohammed Mahshook, Rudra Banerjee

arxiv:2607.09910 v1 · 2026-07-10 · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J6DKPNEEWX7VFBD4HM4X6KNOXP}

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	2026-07-14T00:18:42.531237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f86a7b484b5ff52847c3b397f29aebbe3b771089ec6c28197ebb279bf09daff

Aliases

arxiv: 2607.09910 · arxiv_version: 2607.09910v1 · doi: 10.48550/arxiv.2607.09910 · pith_short_12: J6DKPNEEWX7V · pith_short_16: J6DKPNEEWX7VFBD4 · pith_short_8: J6DKPNEE

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/J6DKPNEEWX7VFBD4HM4X6KNOXP \
  | 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: 4f86a7b484b5ff52847c3b397f29aebbe3b771089ec6c28197ebb279bf09daff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5f54e833bcbb57ec657ca84b59d160a15b186c8a3bdc11d627f04b713d0c0d2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2026-07-10T19:02:16Z",
    "title_canon_sha256": "583b64c0b67743e944c9d45f6ca0a02561ec8ced8d23e662114745c1e7c5bcee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.09910",
    "kind": "arxiv",
    "version": 1
  }
}