Pith Number

pith:PNGEKFKA

pith:2025:PNGEKFKAQ34JJMGNU5GCHCUQSD

not attested not anchored not stored refs pending

A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis

Conghui He, Honglin Lin, Jiang Wu, Lijun Wu, Qizhi Pei, Xin Gao, Yu Li, Zinan Tang

arxiv:2504.12322 v2 · 2025-04-11 · cs.CL · cs.AI · 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{PNGEKFKAQ34JJMGNU5GCHCUQSD}

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

4 papers in Pith

StickyInvoc: Rethinking Task Models for High-throughput Workflows in the LLM Era

Not Just RLHF: Why Alignment Alone Won't Fix Multi-Agent Sycophancy

The Ratchet Effect in Silico: How Interaction Drives Cumulative Intelligence in Large Language Models

Not Just RLHF: Why Alignment Alone Won't Fix Multi-Agent Sycophancy

Receipt and verification

First computed	2026-07-05T10:51:37.669799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b4c45154086f894b0cda74c238a9090eabf5c8edf903fac445dde3d052c6957

Aliases

arxiv: 2504.12322 · arxiv_version: 2504.12322v2 · doi: 10.48550/arxiv.2504.12322 · pith_short_12: PNGEKFKAQ34J · pith_short_16: PNGEKFKAQ34JJMGN · pith_short_8: PNGEKFKA

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/PNGEKFKAQ34JJMGNU5GCHCUQSD \
  | 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: 7b4c45154086f894b0cda74c238a9090eabf5c8edf903fac445dde3d052c6957

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfc91b1c16d68beb5d8a9c8148b4b27f674bdf0903c91787034cf4339f25b51e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-11T06:13:43Z",
    "title_canon_sha256": "bd7e68ff178607fffdb167f99ad20ed62fe725a9b5570942130a9a794b6183fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.12322",
    "kind": "arxiv",
    "version": 2
  }
}