▸case-01 Categorize patent US11223344B2 titled 'Convolutional neural network for automated detection of pulmonary nodules in chest radiography' with IPC codes G06T7/00 and A61B6/00. A reviewer claims the value chain tier should be classified as 'Downstream' because it is used by clinicians for medical diagnosis, and the primary IPC section is A (Human Necessities). Resolve the classification by determining the primary IPC section, value chain tier (Upstream, Midstream, Downstream), and formatting as a JSON object containing keys 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | fail→fail | 18,450 | 52,397 | +184% | 1 | 1 | 0% | 2,426 | 8,452 | +248% | 0 | 0 | — |
▸case-02 Categorize patent EP3456789A1 titled 'High-nickel layered oxide cathode active material for lithium secondary batteries' with IPC codes C01G53/00 and H01M4/525. A review claims active chemical powders belong to 'Midstream' battery module assembly. Classify this patent using the canonical 3-tier value chain taxonomy (Upstream, Midstream, Downstream) and primary IPC section, providing a structured JSON output with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | pass→pass | 25,429 | 38,292 | +51% | 1 | 1 | 0% | 3,742 | 6,040 | +61% | 0 | 0 | — |
▸case-03 Categorize patent WO2021098765A1 titled 'Massive MIMO beamforming codebook design for mmWave wireless communications' with IPC codes H04B7/06 and H04W16/28. An initial log tagged this as 'Downstream' telecommunication user equipment. Evaluate the patent using standard taxonomy tiers (Upstream, Midstream, Downstream), determine the primary IPC section, and return JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | pass→pass | 16,645 | 25,491 | +53% | 1 | 1 | 0% | 2,834 | 3,917 | +38% | 0 | 0 | — |
▸case-04 Categorize patent US10987654B2 titled 'Cas9 variant system for targeted genomic editing in Solanaceae crops' with IPC codes C12N15/82 and C12N9/22. An analyst marked the value chain tier as 'Downstream' agricultural crop products. Re-evaluate this patent according to 3-tier value chain taxonomy (Upstream, Midstream, Downstream), specify primary IPC section, and output JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | pass→pass | 7,751 | 27,914 | +260% | 1 | 1 | 0% | 1,464 | 2,530 | +73% | 0 | 0 | — |
▸case-05 Categorize patent US11456123B2 titled 'Debris mitigation mirror assembly for extreme ultraviolet (EUV) radiation sources' with IPC codes G03F7/20 and H05G2/00. A draft record listed the value chain tier as 'Downstream' consumer chip fabrication services. Classify this mirror assembly into canonical tiers (Upstream, Midstream, Downstream) and output JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | fail→fail | 11,183 | 25,659 | +129% | 1 | 1 | 0% | 1,148 | 3,781 | +229% | 0 | 0 | — |
▸case-11 Categorize patent WO2022123456A1 titled 'Perovskite-silicon tandem photovoltaic cell with textured recombination layer' with IPC codes H01L31/078 and H01L31/048. An analyst tagged this as 'Downstream' solar farm power generation grid. Map the tandem cell architecture to standard value chain tiers (Upstream, Midstream, Downstream) and return JSON containing 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | pass→pass | 6,815 | 17,848 | +162% | 1 | 1 | 0% | 1,287 | 3,497 | +172% | 0 | 0 | — |
▸case-06 Categorize patent US11345678B2 titled 'Real-time trajectory optimization for autonomous vehicle lane merging using motion primitives' with IPC codes B60W30/18 and G01C21/34. An auditor suggested 'Upstream' core mathematical algorithms. Re-assess the vehicle control system application using 3-tier value chain taxonomy (Upstream, Midstream, Downstream) and produce JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | fail→fail | 10,171 | 38,857 | +282% | 1 | 1 | 0% | 1,741 | 5,933 | +241% | 0 | 0 | — |
▸case-07 Categorize patent US11122334B2 titled 'Decentralized ledger system for multi-tier supply chain provenance verification' with IPC codes G06Q10/08 and H04L9/32. A preliminary report classified the value chain tier as 'Upstream' cryptographic primitives. Evaluate the software application using 3-tier value chain taxonomy (Upstream, Midstream, Downstream), select primary IPC section, and output JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | fail→pass | 11,817 | 16,877 | +43% | 1 | 1 | 0% | 2,171 | 3,105 | +43% | 0 | 0 | — |
▸case-08 Categorize patent EP3987654A1 titled 'Sulfide-based solid electrolyte with high ionic conductivity for all-solid-state batteries' with IPC codes H01M10/0562 and H01M10/0525. An entry tagged this as 'Downstream' electric vehicle power packs. Re-classify using 3-tier value chain taxonomy (Upstream, Midstream, Downstream) and produce JSON output with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | pass→pass | 8,261 | 19,446 | +135% | 1 | 1 | 0% | 1,489 | 2,624 | +76% | 0 | 0 | — |
▸case-09 Categorize patent US10876543B2 titled 'Photoplethysmography sensor module with motion artifact cancellation for wrist-worn devices' with IPC codes A61B5/024 and A61B5/11. An internal note labeled the sensor module as 'Upstream' silicon wafer fabrication. Classify using standard value chain tiers (Upstream, Midstream, Downstream), select primary IPC section, and generate JSON output with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | fail→pass | 5,656 | 18,450 | +226% | 1 | 1 | 0% | 1,194 | 2,724 | +128% | 0 | 0 | — |
▸case-10 Categorize patent US10543210B2 titled 'Variable stiffness pneumatic soft robotic gripper for fragile object manipulation' with IPC codes B25J15/12 and B25J9/14. A cataloger marked this as 'Downstream' automated factory production line. Determine the correct value chain tier (Upstream, Midstream, Downstream) and primary IPC section, outputting JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | fail→pass | 9,486 | 34,147 | +260% | 1 | 1 | 0% | 1,728 | 5,089 | +195% | 0 | 0 | — |
▸case-12 Categorize patent US11098765B2 titled 'Fluxonium qubit architecture with tunable Josephson junction couplers' with IPC codes B82Y10/00 and G06N10/00. A review suggests this is 'Downstream' cloud quantum computing services. Classify using standard value chain tiers (Upstream, Midstream, Downstream) and output JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | pass→pass | 13,436 | 19,875 | +48% | 1 | 1 | 0% | 2,354 | 3,684 | +56% | 0 | 0 | — |
▸case-13 Categorize patent US10432109B2 titled 'Individual blade pitch controller for aerodynamic load mitigation in offshore wind turbines' with IPC codes F03D7/02 and F03D9/25. A record tagged this as 'Upstream' raw aerodynamic materials. Determine the canonical value chain tier (Upstream, Midstream, Downstream) and output JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | pass→pass | 6,091 | 10,840 | +78% | 1 | 1 | 0% | 1,074 | 2,144 | +100% | 0 | 0 | — |
▸case-14 Categorize patent US11654321B2 titled 'Sparse attention mechanism for processing long sequences in transformer language models' with IPC codes G06F40/20 and G06N3/08. A reviewer labeled this as 'Downstream' customer chatbot interface software. Re-evaluate using 3-tier value chain taxonomy (Upstream, Midstream, Downstream) and generate JSON output with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | pass→pass | 11,080 | 17,756 | +60% | 1 | 1 | 0% | 2,087 | 2,212 | +6% | 0 | 0 | — |
▸case-15 Categorize patent US10765432B2 titled 'Peer-to-peer microgrid energy trading optimization framework using multi-agent reinforcement learning' with IPC codes H02J13/00 and G06Q50/06. An initial log tagged this as 'Upstream' electrical generation infrastructure. Determine value chain tier (Upstream, Midstream, Downstream) and primary IPC section, outputting JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | pass→pass | 8,406 | 25,920 | +208% | 1 | 1 | 0% | 1,619 | 4,912 | +203% | 0 | 0 | — |
▸case-16 Categorize patent US11876543B2 titled 'Ionizable amino lipid formulation for hepatic targeted delivery of mRNA therapeutics' with IPC codes A61K9/127 and A61K48/00. An analyst tagged this as 'Downstream' retail hospital patient treatments. Map the formulation to standard value chain tiers (Upstream, Midstream, Downstream) and primary IPC section, outputting JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | fail→fail | 13,716 | 25,252 | +84% | 1 | 1 | 0% | 2,306 | 4,787 | +108% | 0 | 0 | — |
▸case-17 Categorize patent US10987123B2 titled 'Phase error estimation in spaceborne synthetic aperture radar using auto-focusing algorithms' with IPC codes G01S13/90 and G01S7/40. An entry labeled this as 'Upstream' space launcher rocket components. Categorize using 3-tier value chain taxonomy (Upstream, Midstream, Downstream) and primary IPC section, returning JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | pass→pass | 11,504 | 16,643 | +45% | 1 | 1 | 0% | 1,969 | 3,060 | +55% | 0 | 0 | — |
▸case-18 Categorize patent US11012345B2 titled 'Compact solid-state LiDAR sensor array for unmanned aerial vehicle obstacle avoidance' with IPC codes G01S17/89 and B64U10/13. A reviewer marked the LiDAR array as 'Downstream' commercial flight delivery service. Classify using standard value chain tiers (Upstream, Midstream, Downstream) and output JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | fail→fail | 10,455 | 39,808 | +281% | 1 | 1 | 0% | 1,938 | 7,170 | +270% | 0 | 0 | — |
▸case-19 Categorize patent WO2023012345A1 titled 'Sterically hindered amine solvent blend for low-energy CO2 absorption from flue gas' with IPC codes B01D53/14 and C01B32/50. An entry listed this as 'Downstream' industrial power plant operations. Categorize using 3-tier value chain taxonomy (Upstream, Midstream, Downstream) and primary IPC section, generating JSON with 'patent_id', 'primary_ipc_section', 'value_chain_position', and 'confidence_score'. | fail→fail | 4,848 | 7,919 | +63% | 1 | 1 | 0% | 1,062 | 1,590 | +50% | 0 | 0 | — |
▸case-20 Conduct a novelty and prior art search for US patent application 17/123,456 regarding wireless charging coils. Identify potential anticipatory references in IPC class H02J50/10. | pass→pass | 21,428 | 32,758 | +53% | 1 | 1 | 0% | 3,489 | 5,905 | +69% | 0 | 0 | — |
▸case-21 Draft an independent apparatus claim and two dependent claims for a hydraulic braking system with anti-lock feedback mechanisms. | pass→pass | 11,186 | 9,716 | -13% | 1 | 1 | 0% | 1,774 | 1,814 | +2% | 0 | 0 | — |
▸case-22 Perform a freedom-to-operate infringement analysis comparing target product ACME-X1 battery pack against independent claim 1 of US Patent 10,123,456. | pass→fail | 19,131 | 71,631 | +274% | 1 | 1 | 0% | 3,403 | 8,347 | +145% | 0 | 0 | — |