pino-source-code / artifacts /patent_substantivity_phase0_report.md
Matthew Ford
Complete catalog recovery and enrichment
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# Patent substantivity Phase 0 probe
This is a retrieval/span feasibility artifact only. It does not merge into Poucher, train a model, push to Hugging Face, or bump a version.
## Query Gate
- `("substantivity" OR "tenacity" OR "longevity") fragrance (C11B9 OR A61Q13) (hours OR score OR panel)`
- `("fragrance intensity" OR "odor intensity") (skin OR fabric OR hair) (hours OR "after application") (C11B9 OR A61Q13)`
- `("retention" OR "persistence") perfume compound (hours OR table) (C11B9 OR C11D)`
## Counts
- Sample patents fetched: 10
- Retrieval status: ok
- Patents with numeric keyword spans: 5
- Numeric keyword spans: 41
- High-attention manual-review spans: 2
- Raw numeric span yield per 100 patents: 410.0
- High-attention review span yield per 100 patents: 20.0
## Construct Inventory
- `substantivity`: 13
- `longevity`: 8
- `fragrance_intensity`: 8
- `unknown_numeric_measure`: 3
- `tenacity`: 3
- `headspace_concentration_or_intensity`: 2
- `odor_intensity`: 2
- `persistence`: 1
- `duration`: 1
## Substrate Inventory
- `unspecified`: 35
- `skin`: 5
- `headspace`: 2
- `hair`: 2
- `fabric`: 1
## Resolution
- Spans with printed CAS references: 1/41
- Spans with a printed compound reference or CAS: 3/41
## Poucher Alignability
Not established by this automated span probe. The constructs found here are method-specific patent constructs; merge eligibility still requires resolved overlapping molecules and an empirical correlation against `data/poucher_substantivity.jsonl`.
## GO/NO-GO
NO-GO for full build until manual/LLM review converts spans into true single-molecule measured tuples and confirms construct overlap; this probe validates query retrieval and estimates raw span yield only