Pith Number

pith:G4MPGQWN

pith:2021:G4MPGQWNRY3K245CIDCP73E26D

not attested not anchored not stored refs pending

Interpretability in Safety-Critical FinancialTrading Systems

Adelin Travers, Colin Rowat, Gabriel Deza, Nicolas Papernot

arxiv:2109.15112 v1 · 2021-09-24 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G4MPGQWNRY3K245CIDCP73E26D}

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	2026-07-05T03:18:48.765266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3718f342cd8e36ad73a240c4ffec9af0d8494c52186b9a5a7d83559b0b962e72

Aliases

arxiv: 2109.15112 · arxiv_version: 2109.15112v1 · doi: 10.48550/arxiv.2109.15112 · pith_short_12: G4MPGQWNRY3K · pith_short_16: G4MPGQWNRY3K245C · pith_short_8: G4MPGQWN

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/G4MPGQWNRY3K245CIDCP73E26D \
  | 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: 3718f342cd8e36ad73a240c4ffec9af0d8494c52186b9a5a7d83559b0b962e72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c96771e40e032584642a6085570a375a2558a051b52603a4977b7edacdfc08e",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-24T17:05:58Z",
    "title_canon_sha256": "52eb3ee7635f05fc7ff45c350847c9bbb50802a0d24b02088dce1fed13db2045"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.15112",
    "kind": "arxiv",
    "version": 1
  }
}