Pith Number

pith:CMFLGHS7

pith:2025:CMFLGHS7SBDTHUIGHAYFXRVNTG

not attested not anchored not stored refs pending

Predicting Empirical AI Research Outcomes with Language Models

Chenglei Si, He He, Jiaxin Wen, Shi Feng, Yueh-han Chen

arxiv:2506.00794 v1 · 2025-06-01 · 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{CMFLGHS7SBDTHUIGHAYFXRVNTG}

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

When AI reviews science: Can we trust the referee?

Receipt and verification

First computed	2026-07-05T11:13:40.560104Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

130ab31e5f904733d10638305bc6ad99b570c23a6da0baec61ac14d630d5acbb

Aliases

arxiv: 2506.00794 · arxiv_version: 2506.00794v1 · doi: 10.48550/arxiv.2506.00794 · pith_short_12: CMFLGHS7SBDT · pith_short_16: CMFLGHS7SBDTHUIG · pith_short_8: CMFLGHS7

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/CMFLGHS7SBDTHUIGHAYFXRVNTG \
  | 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: 130ab31e5f904733d10638305bc6ad99b570c23a6da0baec61ac14d630d5acbb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1969f4c5346c9d9eba1d71ab09591e60fb0e42a5bb46bc59e63585a91a07d0b7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-01T02:46:31Z",
    "title_canon_sha256": "87a6e33d9d7e0596221d618569aba8c86c430c8b6bd8c04f20688c76b054b32b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00794",
    "kind": "arxiv",
    "version": 1
  }
}