Pith Number

pith:FGQ2GSFC

pith:2026:FGQ2GSFCNEM4ZSCARAIXA5P5LM

not attested not anchored not stored refs pending

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series

Annemarie Jutte, Faizan Ahmed, Jeroen Linssen, Maurice van Keulen

arxiv:2607.18748 v1 · 2026-07-21 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FGQ2GSFCNEM4ZSCARAIXA5P5LM}

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	2026-07-22T01:23:09.832622Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29a1a348a26919ccc84088117075fd5b2ee4e05390aeb0811d7aabed49b05536

Aliases

arxiv: 2607.18748 · arxiv_version: 2607.18748v1 · doi: 10.48550/arxiv.2607.18748 · pith_short_12: FGQ2GSFCNEM4 · pith_short_16: FGQ2GSFCNEM4ZSCA · pith_short_8: FGQ2GSFC

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/FGQ2GSFCNEM4ZSCARAIXA5P5LM \
  | 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: 29a1a348a26919ccc84088117075fd5b2ee4e05390aeb0811d7aabed49b05536

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4dca6dcf629b682e0cd688b6da9cccb58ece4ae2375ce60c3e51f06b1ce04ab",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-21T06:12:16Z",
    "title_canon_sha256": "367cedd3c269799a3dae78df9289d9df913505aa1231a077356550cc6214dfad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18748",
    "kind": "arxiv",
    "version": 1
  }
}