Pith Number

pith:LO6W6GQ2

pith:2025:LO6W6GQ2LAK47HTW6UYUNDSTLV

not attested not anchored not stored refs pending

Is My Text in Your AI Model? Gradient-based Membership Inference Test applied to LLMs

Aythami Morales, Daniel DeAlcala, Gonzalo Mancera, Julian Fierrez, Ruben Tolosana

arxiv:2503.07384 v2 · 2025-03-10 · cs.CL · 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{LO6W6GQ2LAK47HTW6UYUNDSTLV}

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

PBa-LLM: Privacy- and Bias-aware NLP using Named-Entity Recognition (NER)

Receipt and verification

First computed	2026-07-05T10:30:33.108884Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5bbd6f1a1a5815cf9e76f531468e535d43a30f48de663a2d437e68f50505df7e

Aliases

arxiv: 2503.07384 · arxiv_version: 2503.07384v2 · doi: 10.48550/arxiv.2503.07384 · pith_short_12: LO6W6GQ2LAK4 · pith_short_16: LO6W6GQ2LAK47HTW · pith_short_8: LO6W6GQ2

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/LO6W6GQ2LAK47HTW6UYUNDSTLV \
  | 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: 5bbd6f1a1a5815cf9e76f531468e535d43a30f48de663a2d437e68f50505df7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1aae26df01d41d72c3cbd395350d0e2c1c4abd8cd4c8b13f2cc16255f659b344",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-10T14:32:56Z",
    "title_canon_sha256": "560a0f3544309142d5b912fcf021af1209ed4b3ea8b061dace46a163d3fb3190"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07384",
    "kind": "arxiv",
    "version": 2
  }
}