Pith Number

pith:NQ72SGKN

pith:2026:NQ72SGKNQ4DKVX7SXXL62SUBYY

not attested not anchored not stored refs pending

Fine-Tuning General-Purpose Large Language Models for Agricultural Applications:A Reproducible Framework and Evaluation Protocol Based on Qwen3-8B

Jiaqi Liu, Ruijie Zhang, Zhaoji Sun, Zhaoyang Li

arxiv:2606.28992 v1 · 2026-06-27 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{NQ72SGKNQ4DKVX7SXXL62SUBYY}

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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	2026-06-30T01:17:48.568672Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c3fa9194d8706aadff2bdd7ed4a81c62a878257d2e51f8f909e3dca795cd1e0

Aliases

arxiv: 2606.28992 · arxiv_version: 2606.28992v1 · doi: 10.48550/arxiv.2606.28992 · pith_short_12: NQ72SGKNQ4DK · pith_short_16: NQ72SGKNQ4DKVX7S · pith_short_8: NQ72SGKN

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/NQ72SGKNQ4DKVX7SXXL62SUBYY \
  | 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: 6c3fa9194d8706aadff2bdd7ed4a81c62a878257d2e51f8f909e3dca795cd1e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1aae31283046aac850c712b1857a094285b0bfd59627cdd5a317bafd1fe18bb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-27T16:02:50Z",
    "title_canon_sha256": "00088f534336d95b24247dd4e218799d1d9fee26012290da2a3e074d4dbab2fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28992",
    "kind": "arxiv",
    "version": 1
  }
}