Pith Number

pith:HULIEMLY

pith:2025:HULIEMLYIUGJ3YFSCRUJ4CV7GG

not attested not anchored not stored refs pending

FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation

Luis Felipe Villa-Arenas, Nils Feldhus, Qianli Wang, Sebastian M\"oller, Simon Ostermann, Vera Schmitt

arxiv:2501.00777 v3 · 2025-01-01 · cs.CL · 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{HULIEMLYIUGJ3YFSCRUJ4CV7GG}

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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

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals

Receipt and verification

First computed	2026-07-05T11:11:21.310787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d16823178450c9de0b214689e0abf31bb7365d8ccdf18a572f725a88ee85c38

Aliases

arxiv: 2501.00777 · arxiv_version: 2501.00777v3 · doi: 10.48550/arxiv.2501.00777 · pith_short_12: HULIEMLYIUGJ · pith_short_16: HULIEMLYIUGJ3YFS · pith_short_8: HULIEMLY

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/HULIEMLYIUGJ3YFSCRUJ4CV7GG \
  | 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: 3d16823178450c9de0b214689e0abf31bb7365d8ccdf18a572f725a88ee85c38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7da29df21c51553388ff62ef76f83c61f4545191597d13e154d199e28b748de",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-01T09:00:10Z",
    "title_canon_sha256": "7b643c1cf13b4df5c880f25dbace62c00b214bf8e70e06372b4a8197643af3ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00777",
    "kind": "arxiv",
    "version": 3
  }
}