Pith Number

pith:RT6EAGUQ

pith:2024:RT6EAGUQRZPZMY6XN37QL6YUJU

not attested not anchored not stored refs pending

Using LLMs to Model the Beliefs and Preferences of Targeted Populations

Alex Filipowicz, Candice L. Hogan, David A. Shamma, Keiichi Namikoshi, Nikos Arechiga, Rumen Iliev

arxiv:2403.20252 v1 · 2024-03-29 · cs.CL · cs.AI · 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{RT6EAGUQRZPZMY6XN37QL6YUJU}

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	2026-07-05T08:02:16.363211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cfc401a908e5f9663d76eff05fb144d3b3e0d816866178c7f86b4bc36d95909

Aliases

arxiv: 2403.20252 · arxiv_version: 2403.20252v1 · doi: 10.48550/arxiv.2403.20252 · pith_short_12: RT6EAGUQRZPZ · pith_short_16: RT6EAGUQRZPZMY6X · pith_short_8: RT6EAGUQ

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/RT6EAGUQRZPZMY6XN37QL6YUJU \
  | 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: 8cfc401a908e5f9663d76eff05fb144d3b3e0d816866178c7f86b4bc36d95909

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c273dc3d77b22aa41f77566d4c6745d651410fd78ebee92ca1cef40840a60746",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-29T15:58:46Z",
    "title_canon_sha256": "68dfb52bc92b4787a765c531f0934bd205b56eb7bb611225532920f7bb34d01e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.20252",
    "kind": "arxiv",
    "version": 1
  }
}