Pith Number

pith:3CTHIVIL

pith:2024:3CTHIVILXXYBPLXRB3MTWBX6C7

not attested not anchored not stored refs pending

LLM-Mirror: A Generated-Persona Approach for Survey Pre-Testing

Donghyuk Shin, Jin Soo Han, Jongho Jeong, Sunwoong Kim

arxiv:2412.03162 v2 · 2024-12-04 · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3CTHIVILXXYBPLXRB3MTWBX6C7}

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

2 papers in Pith

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

The Pragmatic Persona: Discovering LLM Persona through Bridging Inference

Receipt and verification

First computed	2026-07-05T09:44:55.657682Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8a674550bbdf017aef10ed93b06fe17c0c64fd3fa932bd5956235c211c61593

Aliases

arxiv: 2412.03162 · arxiv_version: 2412.03162v2 · doi: 10.48550/arxiv.2412.03162 · pith_short_12: 3CTHIVILXXYB · pith_short_16: 3CTHIVILXXYBPLXR · pith_short_8: 3CTHIVIL

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/3CTHIVILXXYBPLXRB3MTWBX6C7 \
  | 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: d8a674550bbdf017aef10ed93b06fe17c0c64fd3fa932bd5956235c211c61593

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c903d276046e482c07ae75476c41161ee8fd03d4d252629123d1367d1005201",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-12-04T09:39:56Z",
    "title_canon_sha256": "3eff7f825de6140260a47ce1b87e0d132f3760995df000f1bfffd9f445dee6e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03162",
    "kind": "arxiv",
    "version": 2
  }
}