Pith Number

pith:JESSYYDV

pith:2025:JESSYYDVD342HTZXLQOZRSQCB3

not attested not anchored not stored refs pending

Beyond Brainstorming: What Drives High-Quality Scientific Ideas? Lessons from Multi-Agent Collaboration

Bingsheng He, Bryan Hooi, Jiaying Wu, Minh Duc Duong, Nuo Chen, Qian Wang, Qingyun Zou, Yicheng Tong

arxiv:2508.04575 v1 · 2025-08-06 · cs.CL · cs.AI · 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{JESSYYDVD342HTZXLQOZRSQCB3}

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

Wiring the 'Why': A Unified Taxonomy and Survey of Abductive Reasoning in LLMs

Receipt and verification

First computed	2026-07-05T11:49:39.978096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49252c60751ef9a3cf375c1d98ca020edabd32f00716d155915fa775c99d06a7

Aliases

arxiv: 2508.04575 · arxiv_version: 2508.04575v1 · doi: 10.48550/arxiv.2508.04575 · pith_short_12: JESSYYDVD342 · pith_short_16: JESSYYDVD342HTZX · pith_short_8: JESSYYDV

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/JESSYYDVD342HTZXLQOZRSQCB3 \
  | 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: 49252c60751ef9a3cf375c1d98ca020edabd32f00716d155915fa775c99d06a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b7d212e1817a33e6a26db8b90cf66e991c76f14016d8a312f5f3abd2cf41295",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-06T15:59:18Z",
    "title_canon_sha256": "034035265aced6068c4b5d26c525c0dd531e51c3c4e16e3a4cf7f9ebb4e2ac81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04575",
    "kind": "arxiv",
    "version": 1
  }
}