Pith Number

pith:HFNACMIB

pith:2024:HFNACMIB4XIXGXRMC6SHSLH2F2

not attested not anchored not stored refs pending

Grade Inflation in Generative Models

Alexandra Morgan, Miao Li, Phuc Nguyen, Ramy Arnaout, Rima Arnaout

arxiv:2501.00664 v3 · 2024-12-31 · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HFNACMIB4XIXGXRMC6SHSLH2F2}

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	2026-07-05T10:04:21.481648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

395a013101e5d1735e2c17a4792cfa2e990a693f8da0252faa493befca72e25b

Aliases

arxiv: 2501.00664 · arxiv_version: 2501.00664v3 · doi: 10.48550/arxiv.2501.00664 · pith_short_12: HFNACMIB4XIX · pith_short_16: HFNACMIB4XIXGXRM · pith_short_8: HFNACMIB

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/HFNACMIB4XIXGXRMC6SHSLH2F2 \
  | 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: 395a013101e5d1735e2c17a4792cfa2e990a693f8da0252faa493befca72e25b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f5509363d0fae25a6aea04578ad6b879eff81e8c86f552eee87c20cd6120179",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-31T22:34:54Z",
    "title_canon_sha256": "7a07486dd2005aa8b11865075594d2573264fb3e1589dbf05945263c73817633"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00664",
    "kind": "arxiv",
    "version": 3
  }
}