Pith Number

pith:YILQOADE

pith:2026:YILQOADE4FIFT7QWHGB7L6CFW5

not attested not anchored not stored refs pending

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs

Brihi Joshi, Emilio Ferrara, Jieyu Zhao, Preyashi Poddar, Priyanka Dey

arxiv:2608.01458 v1 · 2026-08-02 · 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{YILQOADE4FIFT7QWHGB7L6CFW5}

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	2026-08-04T02:05:15.562840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c217070064e15059fe163983f5f845b762c6af1d547af579eadfae8f8a8098d1

Aliases

arxiv: 2608.01458 · arxiv_version: 2608.01458v1 · doi: 10.48550/arxiv.2608.01458 · pith_short_12: YILQOADE4FIF · pith_short_16: YILQOADE4FIFT7QW · pith_short_8: YILQOADE

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/YILQOADE4FIFT7QWHGB7L6CFW5 \
  | 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: c217070064e15059fe163983f5f845b762c6af1d547af579eadfae8f8a8098d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d1af44ae0415cb230fc0c954f57a9e8656ef81858cc26c200ffd3a60c7c6eba",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-02T19:31:59Z",
    "title_canon_sha256": "c261e301e77b6c0f0caa04186acb747678b0d91eeebdd00f4917ca2dbda346d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.01458",
    "kind": "arxiv",
    "version": 1
  }
}