Pith Number

pith:GJFFNPF3

pith:2025:GJFFNPF37MO4VCCNBSDP333SDY

not attested not anchored not stored refs pending

LLMSynthor: Macro-Aligned Micro-Records Synthesis with Large Language Models

Junlin He, Lijun Sun, Menglin Kong, Tong Nie, Wei Ma, Yihong Tang

arxiv:2505.14752 v3 · 2025-05-20 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GJFFNPF37MO4VCCNBSDP333SDY}

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.

Receipt and verification

First computed	2026-06-02T01:04:14.714827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

324a56bcbbfb1dca884d0c86fdef721e2f23da053ba69042e8e20ed1a3415d28

Aliases

arxiv: 2505.14752 · arxiv_version: 2505.14752v3 · doi: 10.48550/arxiv.2505.14752 · pith_short_12: GJFFNPF37MO4 · pith_short_16: GJFFNPF37MO4VCCN · pith_short_8: GJFFNPF3

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/GJFFNPF37MO4VCCNBSDP333SDY \
  | 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: 324a56bcbbfb1dca884d0c86fdef721e2f23da053ba69042e8e20ed1a3415d28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e32efb0e77549cd4aebe10eac780be88ed6f695aecb868f97a9c057425cc938",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-20T13:35:38Z",
    "title_canon_sha256": "f2673848a38931a534cf34a999c0f600c3462a152915e51be9875996138ca4f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14752",
    "kind": "arxiv",
    "version": 3
  }
}