Pith Number

pith:GYG5JVRB

pith:2026:GYG5JVRBVMH6MSV5OEIIQSHS6A

not attested not anchored not stored refs pending

Beyond the Mean: Three-Axis Fidelity for Aligning LLM-Based Survey Simulators from Small Pilot Data

Bo-Ruei Huang, Eun Cheol Choi, Hong-En Chen, Prabhu Pugalenthi, Youngrae Kim

arxiv:2606.28963 v1 · 2026-06-27 · cs.CL · cs.CY · 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{GYG5JVRBVMH6MSV5OEIIQSHS6A}

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	2026-06-30T01:17:47.419618Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

360dd4d621ab0fe64abd71108848f2f034207a88c457395fec8bdb2bf2df5867

Aliases

arxiv: 2606.28963 · arxiv_version: 2606.28963v1 · doi: 10.48550/arxiv.2606.28963 · pith_short_12: GYG5JVRBVMH6 · pith_short_16: GYG5JVRBVMH6MSV5 · pith_short_8: GYG5JVRB

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/GYG5JVRBVMH6MSV5OEIIQSHS6A \
  | 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: 360dd4d621ab0fe64abd71108848f2f034207a88c457395fec8bdb2bf2df5867

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cefa1acbff5f3c589533731ecee6dfd9659222e8c9a245ad777c5f1b0b07a0ba",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-27T15:03:23Z",
    "title_canon_sha256": "1c0b7471b2b3548ea93db7351efc543a798c393f46403fc116737c04ba6bf534"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28963",
    "kind": "arxiv",
    "version": 1
  }
}