Pith Number

pith:RMA5X627

pith:2024:RMA5X627D2DFKSS32UFE4KKR24

not attested not anchored not stored refs pending

Learning Minimal Neural Specifications

Chuqin Geng, Haolin Ye, Xujie Si, Zhaoyue Wang

arxiv:2404.04662 v4 · 2024-04-06 · cs.LG · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RMA5X627D2DFKSS32UFE4KKR24}

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

Event-B Agent: Towards LLM Agent for Formal Model Synthesis and Repair

Receipt and verification

First computed	2026-07-05T10:31:22.687749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b01dbfb5f1e86554a5bd50a4e2951d70ec45bedc0fdd3ccaccb4281dba37b93

Aliases

arxiv: 2404.04662 · arxiv_version: 2404.04662v4 · doi: 10.48550/arxiv.2404.04662 · pith_short_12: RMA5X627D2DF · pith_short_16: RMA5X627D2DFKSS3 · pith_short_8: RMA5X627

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/RMA5X627D2DFKSS32UFE4KKR24 \
  | 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: 8b01dbfb5f1e86554a5bd50a4e2951d70ec45bedc0fdd3ccaccb4281dba37b93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "004810fbb92c904376510c7fc4794f69b6fe0dff7151b35e26a2891929c8817d",
    "cross_cats_sorted": [
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-06T15:31:20Z",
    "title_canon_sha256": "6ed68565ff523223c07e9d3c534e79a27b3fadf67331dfe77b3a415301a0cb82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.04662",
    "kind": "arxiv",
    "version": 4
  }
}