Pith Number

pith:BLTDRQG5

pith:2024:BLTDRQG5GCG2BOIKOSCVTERPER

not attested not anchored not stored refs pending

Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study

Anna-Carolina Haensch, Barbara Plank, Berk Yoztyurk, Bolei Ma, Frauke Kreuter, Markus Herklotz, Matthias Assenmacher, Xinpeng Wang

arxiv:2412.13169 v2 · 2024-12-17 · 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{BLTDRQG5GCG2BOIKOSCVTERPER}

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

1 paper in Pith

Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs?

Receipt and verification

First computed	2026-07-05T11:14:00.893965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ae638c0dd308da0b90a748559922f244ee7152177402eb776f5e81bf434bd09

Aliases

arxiv: 2412.13169 · arxiv_version: 2412.13169v2 · doi: 10.48550/arxiv.2412.13169 · pith_short_12: BLTDRQG5GCG2 · pith_short_16: BLTDRQG5GCG2BOIK · pith_short_8: BLTDRQG5

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/BLTDRQG5GCG2BOIKOSCVTERPER \
  | 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: 0ae638c0dd308da0b90a748559922f244ee7152177402eb776f5e81bf434bd09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc4d61777fdb2655d18ce880f758ec0654c64aac4150636b128fa55dd49b5054",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-17T18:46:32Z",
    "title_canon_sha256": "f36de5e7f93d1cb4a94ae3031ac546ea7e24a1bda51011e7b905b90d2d9c3afd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.13169",
    "kind": "arxiv",
    "version": 2
  }
}