Pith Number

pith:XR3FQOYI

pith:2026:XR3FQOYIDQBW5YGX6AK4E7VIJV

not attested not anchored not stored refs pending

LLMs Can Better Capture Human Judgments--With the Right Prompts

Baihui Wang, Chen Cecilia Liu, Danica Dillion, Daniele Barolo, Kurt Gray, Niket Tandon, Pranathi Ravikumar, Tanmay Rajore

arxiv:2606.12754 v1 · 2026-06-10 · 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{XR3FQOYIDQBW5YGX6AK4E7VIJV}

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	2026-06-12T01:08:49.410505Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc76583b081c036ee0d7f015c27ea84d5d624d1fdcd352ea229e4580cd49e8c7

Aliases

arxiv: 2606.12754 · arxiv_version: 2606.12754v1 · doi: 10.48550/arxiv.2606.12754 · pith_short_12: XR3FQOYIDQBW · pith_short_16: XR3FQOYIDQBW5YGX · pith_short_8: XR3FQOYI

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/XR3FQOYIDQBW5YGX6AK4E7VIJV \
  | 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: bc76583b081c036ee0d7f015c27ea84d5d624d1fdcd352ea229e4580cd49e8c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42604f03d09dd2f5b0ee9681e371c5257bad1a53e4292a10febc973099f6a4df",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-10T23:42:22Z",
    "title_canon_sha256": "1bb4399f4b5d667f3ab595372313e94f98c50e7c88bcc5f46acbb89c5479a38d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12754",
    "kind": "arxiv",
    "version": 1
  }
}