Pith Number

pith:AEN7UMT6

pith:2025:AEN7UMT63NGFO4CNRSVDQRMPNU

not attested not anchored not stored refs pending

SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing

Bin Wang, Bo Zhang, Jiakang Yuan, Lei Bai, Renqiu Xia, Shiyang Feng, Xiangchao Yan

arxiv:2503.04629 v1 · 2025-03-06 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AEN7UMT63NGFO4CNRSVDQRMPNU}

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

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

AI for Auto-Research: Roadmap & User Guide

Receipt and verification

First computed	2026-07-05T10:25:43.637579Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

011bfa327edb4c57704d8caa38458f6d1d156f2ca788dfb77b65c13ed6b65292

Aliases

arxiv: 2503.04629 · arxiv_version: 2503.04629v1 · doi: 10.48550/arxiv.2503.04629 · pith_short_12: AEN7UMT63NGF · pith_short_16: AEN7UMT63NGFO4CN · pith_short_8: AEN7UMT6

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/AEN7UMT63NGFO4CNRSVDQRMPNU \
  | 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: 011bfa327edb4c57704d8caa38458f6d1d156f2ca788dfb77b65c13ed6b65292

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec52793e35f6de1678e78267b29af1403ec4f813f15f4cca1e388b3dbe6f0ec9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-06T17:15:48Z",
    "title_canon_sha256": "ff26c8825a30a8804e70dbcb7363f9a6c6a12bad10d648e2636245d9d03e2b04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.04629",
    "kind": "arxiv",
    "version": 1
  }
}