Pith Number

pith:KVR446R5

pith:2025:KVR446R5RI76WHKRW6AANLCEUC

not attested not anchored not stored refs pending

Large Language Models for Statistical Inference: Context Augmentation with Applications to the Two-Sample Problem and Regression

Marc Ratkovic

arxiv:2506.23862 v1 · 2025-06-30 · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KVR446R5RI76WHKRW6AANLCEUC}

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

LLM Sparsity Prior for Robust Feature Selection

Receipt and verification

First computed	2026-07-05T11:29:29.178437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5563ce7a3d8a3feb1d51b78006ac44a0a0eebc6544004d90c2e1507f66981bb2

Aliases

arxiv: 2506.23862 · arxiv_version: 2506.23862v1 · doi: 10.48550/arxiv.2506.23862 · pith_short_12: KVR446R5RI76 · pith_short_16: KVR446R5RI76WHKR · pith_short_8: KVR446R5

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/KVR446R5RI76WHKRW6AANLCEUC \
  | 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: 5563ce7a3d8a3feb1d51b78006ac44a0a0eebc6544004d90c2e1507f66981bb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "690e4befca806fbd2019b61174cd16f829052c2b408dde8a17a11aea06628ea3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-06-30T13:57:11Z",
    "title_canon_sha256": "30482829d20150f195fd1331b0fd1bb194a48fefa1dde94527d33b871205d99f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23862",
    "kind": "arxiv",
    "version": 1
  }
}