Pith Number

pith:W33HJ4IS

pith:2024:W33HJ4ISU32D3JTJLJYVLRTRQW

not attested not anchored not stored refs pending

Explainable Anomaly Detection: Counterfactual driven What-If Analysis

Alexander Sommers, Joseph Jaboure, Logan Cummins, Maria Seale, Shahram Rahimi, Sudip Mittal, Thomas Arnold

arxiv:2408.11935 v1 · 2024-08-21 · cs.LG · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W33HJ4ISU32D3JTJLJYVLRTRQW}

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	2026-07-05T08:58:01.552481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6f674f112a6f43da6695a7155c671859c0bd9e974c07da4467b40566d4d8012

Aliases

arxiv: 2408.11935 · arxiv_version: 2408.11935v1 · doi: 10.48550/arxiv.2408.11935 · pith_short_12: W33HJ4ISU32D · pith_short_16: W33HJ4ISU32D3JTJ · pith_short_8: W33HJ4IS

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/W33HJ4ISU32D3JTJLJYVLRTRQW \
  | 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: b6f674f112a6f43da6695a7155c671859c0bd9e974c07da4467b40566d4d8012

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5ebe713ea795208e3164bba66d042e975a7677ec043ffacb8390015437cab7e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-21T18:38:59Z",
    "title_canon_sha256": "1c5586c3ef36f27535c9e31279cf903478570420adcac3c946cefe373172831b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11935",
    "kind": "arxiv",
    "version": 1
  }
}