Pith Number

pith:WIERHIHF

pith:2025:WIERHIHFNSZMHSVLISB5SFUXEE

not attested not anchored not stored refs pending

Bringing Everyone to the Table: An Experimental Study of LLM-Facilitated Group Decision Making

Daniel G. Goldstein, David M. Rothschild, Jake M. Hofman, Mohammed Alsobay

arxiv:2508.08242 v1 · 2025-08-11 · 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{WIERHIHFNSZMHSVLISB5SFUXEE}

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

3 papers in Pith

Real-Time Group Dynamics with LLM Facilitation: Evidence from a Charity Allocation Task

Private Noise and Public Error in Collective Information Acquisition

Real-Time Group Dynamics with LLM Facilitation: Evidence from a Charity Allocation Task

Receipt and verification

First computed	2026-07-05T11:52:10.168813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b20913a0e56cb2c3caab4483d916972132fd9dcfb32b02dd33a8f0c6505d1951

Aliases

arxiv: 2508.08242 · arxiv_version: 2508.08242v1 · doi: 10.48550/arxiv.2508.08242 · pith_short_12: WIERHIHFNSZM · pith_short_16: WIERHIHFNSZMHSVL · pith_short_8: WIERHIHF

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/WIERHIHFNSZMHSVLISB5SFUXEE \
  | 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: b20913a0e56cb2c3caab4483d916972132fd9dcfb32b02dd33a8f0c6505d1951

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcd58f220c0691ae2b9a01523677e42141bedcb8619dc659c7f0b0b17bce1a8b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-08-11T17:55:40Z",
    "title_canon_sha256": "9bcc08a59e5daf11d454ad742bc309d35970907cd53ae6d7e93c0da4c195ab61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08242",
    "kind": "arxiv",
    "version": 1
  }
}