Pith Number

pith:BBVSHXWY

pith:2025:BBVSHXWYB6WHZSDX7UPYN7S55H

not attested not anchored not stored refs pending

GLM Inference with AI-Generated Synthetic Data Using Misspecified Linear Regression

Ali Shojaie, Nir Keret

arxiv:2503.21968 v2 · 2025-03-27 · 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{BBVSHXWYB6WHZSDX7UPYN7S55H}

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

4 papers in Pith

When Does Synthetic Data Augmentation Improve Score-Based Imbalanced Classification?

Valid Inference with Synthetic Data via Task Exchangeability

High-Dimensional Statistics: Reflections on Progress and Open Problems

Receipt and verification

First computed	2026-07-05T11:36:30.095725Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

086b23ded80fac7cc877fd1f86fe5de9fd36f4630781c16c5edbfe10775183fb

Aliases

arxiv: 2503.21968 · arxiv_version: 2503.21968v2 · doi: 10.48550/arxiv.2503.21968 · pith_short_12: BBVSHXWYB6WH · pith_short_16: BBVSHXWYB6WHZSDX · pith_short_8: BBVSHXWY

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/BBVSHXWYB6WHZSDX7UPYN7S55H \
  | 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: 086b23ded80fac7cc877fd1f86fe5de9fd36f4630781c16c5edbfe10775183fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f78a735cf6f2e25103c50bf2a78b001402d01de293f60abf673574a477da4e6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-03-27T20:32:49Z",
    "title_canon_sha256": "317e6541eaf745310d900c2fe367217e32c00f1bc2d3f31ab3a0edd3bbceed17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.21968",
    "kind": "arxiv",
    "version": 2
  }
}