Pith Number

pith:NPB4UOJX

pith:2025:NPB4UOJXUJHMZKTTFCU6PN6QF7

not attested not anchored not stored refs pending

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization

Qi Bing, Shiyang Duan, Xiaowei Shao, Yuan Tian

arxiv:2508.01746 v1 · 2025-08-03 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NPB4UOJXUJHMZKTTFCU6PN6QF7}

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

2 papers in Pith

DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review

Hypothesis-Driven Deep Research with Large Language Models: A Structured Methodology for Automated Knowledge Discovery

Receipt and verification

First computed	2026-07-05T11:47:44.651308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bc3ca3937a24eccaa7328a9e7b7d02fe6d5fc965f6f34d760935a62ff804bd3

Aliases

arxiv: 2508.01746 · arxiv_version: 2508.01746v1 · doi: 10.48550/arxiv.2508.01746 · pith_short_12: NPB4UOJXUJHM · pith_short_16: NPB4UOJXUJHMZKTT · pith_short_8: NPB4UOJX

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/NPB4UOJXUJHMZKTTFCU6PN6QF7 \
  | 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: 6bc3ca3937a24eccaa7328a9e7b7d02fe6d5fc965f6f34d760935a62ff804bd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "710de4b368c2f44faa7af36d7b08cc14b01ade54488038d83a6472111245e73f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-03T13:05:32Z",
    "title_canon_sha256": "9a5dc4de63495b25b23608d4883035b50fa56b2a81325daab522981be9132399"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01746",
    "kind": "arxiv",
    "version": 1
  }
}