Pith Number

pith:YUO7CZMC

pith:2025:YUO7CZMCLE4RZWHMFFXRM3GVFQ

not attested not anchored not stored refs pending

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications

Jingwen Peng, Renjun Xu

arxiv:2506.12594 v1 · 2025-06-14 · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YUO7CZMCLE4RZWHMFFXRM3GVFQ}

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

12 papers in Pith

Enhancing Decision-Making with Large Language Models through Multi-Agent Fictitious Play

SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History

Can AI Review Improve Paper Drafting? An Empirical Study on 20 Computer Architecture Submissions

An AI system to help scientists write expert-level empirical software

Receipt and verification

First computed	2026-07-05T11:21:56.043625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c51df1658259391cd8ec296f166cd52c3fd073b6cb1b4a22bc0e81b3e1c1a2c6

Aliases

arxiv: 2506.12594 · arxiv_version: 2506.12594v1 · doi: 10.48550/arxiv.2506.12594 · pith_short_12: YUO7CZMCLE4R · pith_short_16: YUO7CZMCLE4RZWHM · pith_short_8: YUO7CZMC

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/YUO7CZMCLE4RZWHMFFXRM3GVFQ \
  | 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: c51df1658259391cd8ec296f166cd52c3fd073b6cb1b4a22bc0e81b3e1c1a2c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc4223ddf0cccf1ba35158a206e1a9cb5bb480f18dd0bd72c425b15a7e7a36f0",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-14T18:19:05Z",
    "title_canon_sha256": "40ade65b0b3ccd180b52b0076c05b096ebf9124ab3bfe257369387859ffa65ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12594",
    "kind": "arxiv",
    "version": 1
  }
}