Pith Number

pith:4ZTLVWMP

pith:2022:4ZTLVWMPNIDWGWWBWFDZGEM4DO

not attested not anchored not stored refs pending

MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation

Caiming Xiong, Jia Li, Steven C.H. Hoi, Wenzhuo Yang

arxiv:2205.15540 v1 · 2022-05-31 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ZTLVWMPNIDWGWWBWFDZGEM4DO}

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

ExDBSCAN: Explaining DBSCAN with Counterfactual Reasoning -- Additional Material

Receipt and verification

First computed	2026-07-05T04:27:34.088743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e666bad98f6a07635ac1b14793119c1ba0264dafc9eb528b1a8d48f048bab08b

Aliases

arxiv: 2205.15540 · arxiv_version: 2205.15540v1 · doi: 10.48550/arxiv.2205.15540 · pith_short_12: 4ZTLVWMPNIDW · pith_short_16: 4ZTLVWMPNIDWGWWB · pith_short_8: 4ZTLVWMP

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/4ZTLVWMPNIDWGWWBWFDZGEM4DO \
  | 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: e666bad98f6a07635ac1b14793119c1ba0264dafc9eb528b1a8d48f048bab08b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8739fd8ba8294de6fa9f60a872c257ff18f8fc4f94cef0ba613f0686382387b8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-05-31T04:57:06Z",
    "title_canon_sha256": "29ad4607e5db34ad930643e5da6ca3d1e75fad4c21c244dcfdc2421b61ea0e7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.15540",
    "kind": "arxiv",
    "version": 1
  }
}