Pith Number

pith:HJSUMXEB

pith:2026:HJSUMXEBDI4YAFTLQHQUMOPA6Q

not attested not anchored not stored refs pending

Beyond Averages: Evaluating LLMs on Human Survey Replication at the Distributional Level

Jeonghyeon Moon, Jiwon Kim, Yeheum Lah, Yoonju Han, Yuncheol Kang

arxiv:2606.09013 v1 · 2026-06-08 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HJSUMXEBDI4YAFTLQHQUMOPA6Q}

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	2026-06-09T02:07:53.504887Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a65465c811a3980166b81e14639e0f439a16b3e8c6e7a1b7b2441b01680d63f

Aliases

arxiv: 2606.09013 · arxiv_version: 2606.09013v1 · doi: 10.48550/arxiv.2606.09013 · pith_short_12: HJSUMXEBDI4Y · pith_short_16: HJSUMXEBDI4YAFTL · pith_short_8: HJSUMXEB

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/HJSUMXEBDI4YAFTLQHQUMOPA6Q \
  | 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: 3a65465c811a3980166b81e14639e0f439a16b3e8c6e7a1b7b2441b01680d63f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63e26b953dec996163596f36443674335b8570350e6b2ecb30735dc5296a6607",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-08T04:22:15Z",
    "title_canon_sha256": "3045c47aa1c11e1fe770484330f28e517facbb8ce995b76c8ddc95a1099eee75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.09013",
    "kind": "arxiv",
    "version": 1
  }
}