Pith Number

pith:RSLCAJGN

pith:2025:RSLCAJGNBCOHBYRQYKNZVVT7ZN

not attested not anchored not stored refs pending

Individualised Counterfactual Examples Using Conformal Prediction Intervals

Andrew Elliott, Carsten Maple, Gesine Reinert, James M. Adams, Lukasz Szpruch

arxiv:2505.22326 v1 · 2025-05-28 · stat.ML · 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{RSLCAJGNBCOHBYRQYKNZVVT7ZN}

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	2026-07-05T11:11:13.367384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c962024cd089c70e230c29b9ad67fcb703074a7ec44bb6d753b6c458b941fc6

Aliases

arxiv: 2505.22326 · arxiv_version: 2505.22326v1 · doi: 10.48550/arxiv.2505.22326 · pith_short_12: RSLCAJGNBCOH · pith_short_16: RSLCAJGNBCOHBYRQ · pith_short_8: RSLCAJGN

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/RSLCAJGNBCOHBYRQYKNZVVT7ZN \
  | 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: 8c962024cd089c70e230c29b9ad67fcb703074a7ec44bb6d753b6c458b941fc6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ba23e2f753e9fb9b495a2771beaecba04cbba0dab20f8d42c4efc9ca0481f96",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-28T13:13:52Z",
    "title_canon_sha256": "62b1a9e84de9440ff617fac1079dddf41335d3e886dbfc07ab736726b994f486"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22326",
    "kind": "arxiv",
    "version": 1
  }
}