Pith Number

pith:VE4WIBH2

pith:2023:VE4WIBH2L2JPIMLNLUQYDLB5FU

not attested not anchored not stored refs pending

Language Model Inversion

Alexander M. Rush, John X. Morris, Justin T. Chiu, Vitaly Shmatikov, Wenting Zhao

arxiv:2311.13647 v1 · 2023-11-22 · 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{VE4WIBH2L2JPIMLNLUQYDLB5FU}

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

2 papers in Pith

Black-Box Inference of LLM Architectural Properties with Restrictive API Access

Why Trust Your Agent? Empirical Security Gains from TRiSM-Guided Agentic Workflows in Healthcare

Receipt and verification

First computed	2026-07-05T07:16:05.787135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9396404fa5e92f4316d5d2181ac3d2d2143651ecfc0f2ef15979f57c31180c2

Aliases

arxiv: 2311.13647 · arxiv_version: 2311.13647v1 · doi: 10.48550/arxiv.2311.13647 · pith_short_12: VE4WIBH2L2JP · pith_short_16: VE4WIBH2L2JPIMLN · pith_short_8: VE4WIBH2

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/VE4WIBH2L2JPIMLNLUQYDLB5FU \
  | 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: a9396404fa5e92f4316d5d2181ac3d2d2143651ecfc0f2ef15979f57c31180c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "097b9cd654df5788288d187c1d11fc8294fb47530b605931ef55b5560a8c0984",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-22T19:04:04Z",
    "title_canon_sha256": "2651f32b635177d4c2203c2da7dee740c320c6202afcd84d78e582d9ceae348f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.13647",
    "kind": "arxiv",
    "version": 1
  }
}