Pith Number

pith:72UO6WMR

pith:2025:72UO6WMR6BUVKJW25YCGWDKMKA

not attested not anchored not stored refs pending

Aligning Black-box Language Models with Human Judgments

Gen Suzuki, Gerrit J. J. van den Burg, Murat Sensoy, Wei Liu

arxiv:2502.04997 v1 · 2025-02-07 · 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{72UO6WMR6BUVKJW25YCGWDKMKA}

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	2026-07-05T10:11:01.144154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fea8ef5991f0695526daee046b0d4c5000f567a34c01829894c737c179ed565a

Aliases

arxiv: 2502.04997 · arxiv_version: 2502.04997v1 · doi: 10.48550/arxiv.2502.04997 · pith_short_12: 72UO6WMR6BUV · pith_short_16: 72UO6WMR6BUVKJW2 · pith_short_8: 72UO6WMR

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/72UO6WMR6BUVKJW25YCGWDKMKA \
  | 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: fea8ef5991f0695526daee046b0d4c5000f567a34c01829894c737c179ed565a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "385899a3f02edd6da017b04232b790c852cf6ce2e539e97907fb435f1fe95990",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-07T15:19:40Z",
    "title_canon_sha256": "391eb350cb7b8150b8e9636da52d4d0a6affcce22bb411175ff8873253e8c8d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04997",
    "kind": "arxiv",
    "version": 1
  }
}