Pith Number

pith:EKH73JTP

pith:2024:EKH73JTPM5U4QVWT2W23L2GKB3

not attested not anchored not stored refs pending

Let the Fuzzy Rule Speak: Enhancing In-context Learning Debiasing with Interpretability

Ruixi Lin, Yang You

arxiv:2412.19018 v4 · 2024-12-26 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EKH73JTPM5U4QVWT2W23L2GKB3}

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	2026-07-05T10:12:24.600726Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

228ffda66f6769c856d3d5b5b5e8ca0ef704a7b24c962097b48bfe8e7757301c

Aliases

arxiv: 2412.19018 · arxiv_version: 2412.19018v4 · doi: 10.48550/arxiv.2412.19018 · pith_short_12: EKH73JTPM5U4 · pith_short_16: EKH73JTPM5U4QVWT · pith_short_8: EKH73JTP

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/EKH73JTPM5U4QVWT2W23L2GKB3 \
  | 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: 228ffda66f6769c856d3d5b5b5e8ca0ef704a7b24c962097b48bfe8e7757301c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86d36bafb4d28da3ed194a3f49730c8eb86e47bba9807b1d6364ac2f803d2205",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-26T01:56:42Z",
    "title_canon_sha256": "09e0c5cbf955206fcb2561762ebe8a684e87bc7adf577c79c681e394ada4bea8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19018",
    "kind": "arxiv",
    "version": 4
  }
}