Pith Number

pith:NGEOIQIS

pith:2026:NGEOIQISEQW6TZHMDS5APPXDCI

not attested not anchored not stored refs pending

FlowPlan-G2P: A Structured Generation Framework for Transforming Scientific Papers into Patent Descriptions

Kris W Pan, Yongmin Yoo

A structured graph framework turns scientific papers into patent descriptions more effectively than scaling up language models.

arxiv:2601.02589 v4 · 2026-01-05 · cs.CL · 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{NGEOIQISEQW6TZHMDS5APPXDCI}

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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.

Claims

C1strongest claim

structured decomposition is a stronger determinant of quality than model scale

C2weakest assumption

That the expert-validated benchmarks and domain-specific evaluation accurately measure legal compliance and that the induced concept graphs capture all statutory constraints needed for valid patent descriptions

C3one line summary

FlowPlan-G2P decomposes scientific paper to patent conversion into concept graph induction, section-level planning, and graph-conditioned generation, outperforming direct proprietary models under a domain-specific legal compliance evaluation.

Formal links

1 machine-checked theorem link

Receipt and verification

First computed	2026-05-26T01:02:30.326871Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6988e44112242de9e4ec1cba07bee3121a65f7beecf5f1f9dd62391e6f5cde6e

Aliases

arxiv: 2601.02589 · arxiv_version: 2601.02589v4 · doi: 10.48550/arxiv.2601.02589 · pith_short_12: NGEOIQISEQW6 · pith_short_16: NGEOIQISEQW6TZHM · pith_short_8: NGEOIQIS

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/NGEOIQISEQW6TZHMDS5APPXDCI \
  | 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: 6988e44112242de9e4ec1cba07bee3121a65f7beecf5f1f9dd62391e6f5cde6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "224c98380c2ea2306a6d32474e4b34b1d2f61d6251d4c17c9912f5c0575cb6a3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-01-05T22:40:15Z",
    "title_canon_sha256": "12e5611da705d7d848adc004fb13f4f564165ffceb341b965be1007bf9832781"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.02589",
    "kind": "arxiv",
    "version": 4
  }
}