Pith Number

pith:WWK7WSAF

pith:2024:WWK7WSAFOAPG32ESLEHQYQKFRO

not attested not anchored not stored refs pending

Focus Agent: LLM-Powered Virtual Focus Group

Adalberto L. Simeone, Robbe Cools, Taiyu Zhang, Xuesong Zhang

arxiv:2409.01907 v1 · 2024-09-03 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WWK7WSAFOAPG32ESLEHQYQKFRO}

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

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods

Receipt and verification

First computed	2026-07-05T09:02:35.880251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b595fb4805701e6de892590f0c41458ba94226cbeadb73eee650835ffa4e034e

Aliases

arxiv: 2409.01907 · arxiv_version: 2409.01907v1 · doi: 10.48550/arxiv.2409.01907 · pith_short_12: WWK7WSAFOAPG · pith_short_16: WWK7WSAFOAPG32ES · pith_short_8: WWK7WSAF

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/WWK7WSAFOAPG32ESLEHQYQKFRO \
  | 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: b595fb4805701e6de892590f0c41458ba94226cbeadb73eee650835ffa4e034e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bf7203b39e9937dedbff002ba56316f624deaff471dd868ccd1a3469ed736f4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-09-03T13:56:14Z",
    "title_canon_sha256": "3c13d645cb9685fd4726062a10384764e1af9b91836b1639a487a092311aeb9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01907",
    "kind": "arxiv",
    "version": 1
  }
}