Pith Number

pith:P2U2XR4R

pith:2024:P2U2XR4RWVNK3EUNZBNK5Y6VFB

not attested not anchored not stored refs pending

Are Large Language Models (LLMs) Good Social Predictors?

Hang Li, Hongzhi Wen, Hui Liu, Jiliang Tang, Kaiqi Yang, Tai-Quan Peng

arxiv:2402.12620 v1 · 2024-02-20 · 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{P2U2XR4RWVNK3EUNZBNK5Y6VFB}

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

Large Language Models for Market Research: A Data-augmentation Approach

Receipt and verification

First computed	2026-07-05T07:47:14.068946Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ea9abc791b55aad928dc85aaee3d52874ac7007629385253a24132ae0d36181

Aliases

arxiv: 2402.12620 · arxiv_version: 2402.12620v1 · doi: 10.48550/arxiv.2402.12620 · pith_short_12: P2U2XR4RWVNK · pith_short_16: P2U2XR4RWVNK3EUN · pith_short_8: P2U2XR4R

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/P2U2XR4RWVNK3EUNZBNK5Y6VFB \
  | 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: 7ea9abc791b55aad928dc85aaee3d52874ac7007629385253a24132ae0d36181

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3adadfa171b72eaf98343c9479b0a37b9a47f38456c04e3fff1530741e39acc2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-02-20T00:59:22Z",
    "title_canon_sha256": "51b103c72472f6c329e810d4d690d83a01efeeba3f6c52961a8b16299b2fa35a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12620",
    "kind": "arxiv",
    "version": 1
  }
}