Pith Number

pith:Z4BE52T2

pith:2025:Z4BE52T27P6XFXDDDEXSHSSPZL

not attested not anchored not stored refs pending

Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs

Bob Mankoff, Jiayi Chen, Jifan Zhang, Kuan Lok Zhou, Lalit K Jain, Reuben Narad, Robert D Nowak, Siddharth Suresh, Timothy T. Rogers

arxiv:2502.20356 v1 · 2025-02-27 · cs.CL · cs.AI · 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{Z4BE52T27P6XFXDDDEXSHSSPZL}

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

HumorRank: A Tournament-Based Leaderboard for Evaluating Humor Generation in Large Language Models

Culture-Aware Humorous Captioning: Multimodal Humor Generation across Cultural Contexts

Receipt and verification

First computed	2026-07-05T10:21:13.512358Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf024eea7afbfd72dc63192f23ca4fcac2582b8656d55c00b6d843b2229d4ff4

Aliases

arxiv: 2502.20356 · arxiv_version: 2502.20356v1 · doi: 10.48550/arxiv.2502.20356 · pith_short_12: Z4BE52T27P6X · pith_short_16: Z4BE52T27P6XFXDD · pith_short_8: Z4BE52T2

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/Z4BE52T27P6XFXDDDEXSHSSPZL \
  | 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: cf024eea7afbfd72dc63192f23ca4fcac2582b8656d55c00b6d843b2229d4ff4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d60ecbb7d10172db65afd99cb0a6ec1c3ae06d5a1ca7d42dbd709776215ed62",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-27T18:29:09Z",
    "title_canon_sha256": "06b1e2b1be501fdef2168cf33f6b949baafa043f84f10c20b43e6919a3a37110"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.20356",
    "kind": "arxiv",
    "version": 1
  }
}