Pith Number

pith:QOBJOS5G

pith:2025:QOBJOS5GBFWTFRNHMPKTSWZJND

not attested not anchored not stored refs pending

SLMEval: Entropy-Based Calibration for Human-Aligned Evaluation of Large Language Models

Christopher Clarke, Jason Mars, Krisztian Flautner, Lingjia Tang, Roland Daynauth

arxiv:2505.16003 v1 · 2025-05-21 · 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{QOBJOS5GBFWTFRNHMPKTSWZJND}

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	2026-07-05T11:07:28.456837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8382974ba6096d32c5a763d5395b2968e67e4f3809ba07d266c8f6c246ee89c5

Aliases

arxiv: 2505.16003 · arxiv_version: 2505.16003v1 · doi: 10.48550/arxiv.2505.16003 · pith_short_12: QOBJOS5GBFWT · pith_short_16: QOBJOS5GBFWTFRNH · pith_short_8: QOBJOS5G

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/QOBJOS5GBFWTFRNHMPKTSWZJND \
  | 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: 8382974ba6096d32c5a763d5395b2968e67e4f3809ba07d266c8f6c246ee89c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a746c6c182e9a293c5635847e6391968e1b8138f01efbfafad765b0d7365480f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-21T20:40:30Z",
    "title_canon_sha256": "f9d026ed5e3eda66bca9428bdcf6d2dfe43f829ac3eb4f2f271c19cd892200e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16003",
    "kind": "arxiv",
    "version": 1
  }
}