| {"id": "640e6d8c08e5f41256d70409", "input": {"market": {"name": "Market for Dolomite (calcium-magnesium carbonate, CaMg(CO3)2)", "description": "Market for materials that fulfill Industrial grade dolomite with high CaMg(CO3)2 content. Ground to appropriate particle size for glass batch mixing. Provides both calcium and magnesium oxides to enhance glass durability and reduce devitrification tendency. Must meet container glass purity standards."}, "material_context_data": {"name": null, "description": "The products included within the document are jars designed for food use. They are produced by Zignago Vetro S.P.A. and their primary purpose is to contain food products.\n\nMaterial composition: sand: 41.0%; glass cullet (internal + PCR): 35.0%; soda: 11.0%; dolomite: 7.0%; limestone: 6.0%; other: 1.0%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 26.0%", "material_name": "Flint glass jars 205-222 ml"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "cfed6c79edaa335245a66937", "input": {"market": {"name": "Market for Sodium chloride (industrial grade)", "description": "Market for materials that fulfill Industrial grade sodium chloride (NaCl) for brine preparation. Purity should be sufficient for electrolytic chlorate production. May contain trace sulfate impurities that will be managed through the sulfate removal system. Typical specifications: minimum 99% NaCl, low calcium/magnesium content to minimize scaling in electrolytic cells."}, "material_context_data": {"name": "Sodium chlorate (NaClO3)", "description": "Sodium chlorate (NaClO3) is an efficient oxidising agent supplied in crystalline or liquid form under the brand name Eka SC. It is mainly used at pulp mills in the production of chlorine dioxide used for Elemental Chlorine-Free (ECF) bleaching of chemical pulp. It is also the preferred intermediate for sodium perchlorate and sodium chlorite manufacturing and has further industrial applications as a specialty oxidant. The processing uses 50% renewable energy.", "material_name": "Sodium chlorate (NaClO3)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "aca843e3761c975c96431a3c", "input": {"market": {"name": "Market for Front fly zipper", "description": "Market for materials that fulfill Front fly zipper, typically YKK or equivalent quality. Material options include metal (brass, nickel) or plastic (polyester, nylon coil). Standard length for jeans fly approximately 13-15 cm. May be eliminated in button fly designs. Weight approximately 8-15 g when present."}, "material_context_data": {"name": "Denim jeans (cradle-to-gate, packaged at factory)", "description": "One pair of mid-weight 5-pocket denim jeans (~0.67 kg finished denim in garment), including trims, pocketing and a 12×16 in, 1.5 mil LDPE polybag; cradle-to-gate boundary from cotton cultivation through fabric making, cut–sew–finish, and primary packaging. Upstream losses included: spinning (88% yarn realisation), weaving (~95% yield), cutting (87% marker efficiency).", "material_name": "Denim jeans (cradle-to-gate, packaged at factory)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Textiles, footwear & apparel"}} | |
| {"id": "a44eedcb7dfe4f0203d959d0", "input": {"market": {"name": "Market for Thickener/hydrotrope", "description": "Market for materials that fulfill Controls viscosity and product clarity. Acceptable types: sodium chloride (NaCl, salt, for thickening anionic surfactant systems) or sodium xylene sulfonate (SXS, hydrotrope for improved clarity and flow). Typically 0.5–3% of the liquid formulation."}, "material_context_data": {"name": "Famiglia convivenze pronto uso", "description": "Liquid detergents and cleaning products for the cohabitation sector (offices, companies, schools)", "material_name": "Famiglia convivenze pronto uso"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "d6c781fcc69f61625f2ffdfb", "input": {"market": {"name": "Market for Wood residues (chips, shavings, sawdust) - oven-dry basis", "description": "Market for materials that fulfill Industrial wood residues including chips, shavings, sawdust, and planer shavings sourced from sawmills, plywood plants, and other wood processing facilities on an oven-dry mass basis. These are pre-consumer or post-industrial recycled materials. The quantity specified is net consumption accounting for internal recycling of sanding dust and trim waste in steady-state operation. Material should be suitable for particle refining into face and core fractions for particleboard manufacturing."}, "material_context_data": {"name": "Wood Particleboard", "description": "Particleboard panels manufactured from wood chips and synthetic resin binders. Timber Products manufactuered in Oregon and California. Density is 564 kg/m3.\n\nProduct attributes:\n- Geography: North America", "material_name": "Wood Particleboard"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Paper and plastic products"}} | |
| {"id": "bb835da2e1b78be0797fa80e", "input": {"market": {"name": "Market for Packaging materials", "description": "Market for materials that fulfill Materials for packaging ultrafine GCC powder for delivery. Common formats include: (1) small bags of 25-50 kg made from polypropylene woven bags, kraft paper bags, or HDPE bags; (2) jumbo bags/big bags of 500-1000 kg capacity; or (3) bulk delivery without packaging. The packaging material requirement per kg of product varies based on delivery format (e.g., 0.01-0.02 kg packaging per kg product for small bags, 0.002-0.005 kg per kg for jumbo bags, 0 kg for bulk delivery)."}, "material_context_data": {"name": "Ground calcium carbonate (GCC), dry, ultrafine (d50 ~2.5–5 µm)", "description": "Ultrafine, uncoated ground calcium carbonate produced by crushing, fine milling and air classification of high-purity limestone. Typical purity >98% CaCO3; median particle size around 2.5–5 µm; delivered as a dry powder for use in coatings, plastics, sealants, rubber and construction applications.", "material_name": "Ground calcium carbonate (GCC), dry, ultrafine (d50 ~2.5–5 µm)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Paper and plastic products"}} | |
| {"id": "bcd91b00b92231a1198bf2a5", "input": {"market": {"name": "Market for Packaging materials", "description": "Market for materials that fulfill Cardboard, foam padding, plastic wrap, and strapping used to protect the finished steel cabinet for shipment. Grouped as a single material input. Fully consumed per cabinet."}, "material_context_data": {"name": "Steel Cabinet (not coated)", "description": "a premium steel cabinet without coating, offering a rustic and authentic look combined with high durability, which is hot-dip galvanized according to EN10346:2015 \"Continuously hot-dip coated steel flat products for cold forming - Technical delivery conditions.\" The minimum coating thickness is 20 microns.", "material_name": "Steel Cabinet (not coated)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "05ce2c8c4020491874ae8ea1", "input": {"market": {"name": "Market for Paper baking molds (pirottini, 90g)", "description": "Market for materials that fulfill Greaseproof food-safe corrugated paper baking molds sized for 90g panettone (diameter approximately 75-80mm, height approximately 50-55mm). One mold consumed per panettone unit — the mold provides structural support during proofing and baking and remains with the finished product through retail sale. Must be food-contact safe, heat-resistant to 200°C, and compatible with automated robotic placement systems."}, "material_context_data": {"name": "Il Panettone tradizionale Mini 90 g", "description": "A sourdough baked product, traditional Italian Panettone cake in a mini 90g format", "material_name": "Il Panettone tradizionale Mini 90 g"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "e7582ef647c96935d2c2a7b8", "input": {"market": {"name": "Market for Minor alloying elements", "description": "Market for materials that fulfill Copper, magnesium, and manganese alloying additions to meet EN AB43200 specification (Cu ≤0.35%, Mg 0.20-0.45%, Mn ≤0.55%). Supplied as master alloys (e.g., Al-Cu, Al-Mn) or pure metal additions (Mg ingots). Must be metallurgical grade suitable for aluminum alloying. Physical form: master alloy ingots, pure metal ingots, or alloying waffle/biscuit forms. Magnesium should be supplied in forms that minimize oxidation losses during addition to molten metal."}, "material_context_data": {"name": null, "description": "The studied aluminium ingot is an intermediate product intended for the production of new objects. Aluminium scraps are melted with some alloying elements and ingots are produced through a casting process.\n\nMaterial composition: Aluminium scrap (post-consumer): 48.5%; Aluminium scrap (pre-consumer): 41.7%; Alloying elements: 9.7%; Alloying elements (scrap): 0.0%; Remelted ingots: 0.0%\n\nProduct attributes:\n- Geography: Europe\n- Recycled content: 90.2%", "material_name": "Aluminium ingots, code 023309 (EN AB43200)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "108624b822408211076dba35", "input": {"market": {"name": "Market for Electricity", "description": "Market for materials that fulfill Grid electricity (Italian mix) powering all process equipment: twin-screw extruder main drive motors (dominant load ~70-75% of total draw), barrel heating zones, gravimetric feeders, liquid dosing pumps, melt filtration/screen changers, cooling water circulation pumps and chiller, air knives/strand dryers, strand pelletizer, and pneumatic conveying system."}, "material_context_data": {"name": null, "description": "a homopolymer polyolefinic blend for the modification of bitumen in roofing felt production\n\nMaterial composition: recycled plastics: 31.0%; plastic material (e.g., Atactic Polypropylene aPP): 18.0%; oils (100% recycled): 44.0%; additives (e.g. Calcium Carbonate): 7.0%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 75.0%", "material_name": "PTC100 | Polypropylene for bituminous membranes"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "af806a8dcb443db26abb44d5", "input": {"market": {"name": "Market for Magnesium metal (alloying element)", "description": "Market for materials that fulfill Pure magnesium metal for addition to the molten aluminum bath in the holding/mixing furnace. Magnesium enables precipitation hardening via Mg2Si formation, increases strength and elongation, and improves corrosion resistance. Typical Mg content in Al-Si-Mg cast alloys is below 0.6 wt%. Fully incorporated into the melt."}, "material_context_data": {"name": null, "description": "Continuous casting aluminium ingots characterised by a high metal yield, finer and more homogeneous structure, efficient storage and traceability system. Made of 100% recycled aluminium alloys conforming to national and international standards.\n\nMaterial composition: aluminium recycling: 88.9%; aluminium primary: 0.0%; pure alloying elements (e.g. Si, Mg): 10.9%; master alloys: 0.2%; alloying elements scraps: 0.0%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 89.1%", "material_name": "Aluminium ingots from recycling in continuous casting"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "f9983881a4c7a06da5b08fe5", "input": {"market": {"name": "Market for Sanitizing agent (sodium hypochlorite solution)", "description": "Market for materials that fulfill Food-grade sodium hypochlorite solution at 0.5% concentration (equivalent to 50-200 ppm free chlorine) for the washing and sanitizing step. Used in 1-minute contact time during drum or flotation washing. Must be food-contact approved. Consumed and not recovered in the process."}, "material_context_data": {"name": null, "description": "Bodied, delicious and naturally sweet green peas with no added salt, preservatives or sugar. They are grown in Italy, harvested and immediately packaged fresh on the same day to ensure quality, naturalness and freshness.\n\nMaterial composition: peas: 71.7%; water: 26.8%; salt: 0.8%; sugar: 0.8%\n\nProduct attributes:\n- Geography: Italy", "material_name": "Green peas"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "ef041e72968669e1be5bdc9c", "input": {"market": {"name": "Market for Color masterbatch for PA6 dope-dyeing", "description": "Market for materials that fulfill Concentrated pigment masterbatch specifically formulated for PA6 (polyamide 6) dope-dyeing applications. Must meet the following specifications: (1) Carrier resin: PA6 compatible polymer (preferably PA6 itself), (2) Pigment loading: typically 40-60% by weight for effective coloration at low addition rates (0-3% of base polymer), (3) Dispersed uniformly to prevent color streaking or specks in final yarn, (4) Thermal stability at processing temperatures of 230-235°C without degradation or color shift, (5) Light fastness and color fastness suitable for textile applications (hosiery, apparel, swimwear), (6) Compatible with melt spinning and texturing processes without causing spinneret blockage or filament breakage. Available in various colors as specified by customer requirements."}, "material_context_data": {"name": "PA6 dope-dyed yarn", "description": "PA6 dope-dyed yarn is a kind of colour yarn without water dyeing process. The raw materials of PA6 chip and masterbatch are measuring and mixing, then go through of melting, spinning, extrusion, monomer suction, cooling and adding oil agent, rolling and at the end, dope-dyed yarn are gotten. During the production, the yarn is coloured by the colourful masterbatch directly. Thus, no specific water dyeing process needed in the production or further process in future. The dope-dyed yarn can be applied in covering yarn, hosiery, woven ribbons, seamless underwear, gloves, swimsuit, automotive interior fabrics, leisure apparel fabrics, home textile fabrics and other areas. uses 100% renewable energy for processing the chips.", "material_name": "PA6 dope-dyed yarn"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Textiles, footwear & apparel"}} | |
| {"id": "2a836e1a6f49189ef371dd84", "input": {"market": {"name": "Market for Nitric oxide (NO)", "description": "Market for materials that fulfill Gaseous nitric oxide (NO, ≥98% purity) used in the hydroxylamine sulfate production unit, where it is hydrogenated over a platinum catalyst in dilute sulfuric acid to form hydroxylamine. Consumed stoichiometrically at approximately 0.48 kg per kg caprolactam."}, "material_context_data": {"name": "epsilon-caprolactam", "description": "Caprolactam is produced via Beckmann rearrangement, which is the conversion of cyclohexanone to caprolactam through the oxime with the help of catalyst - sulphuric acid, which is the most commonly used acid for commercial lactam production. Caprolactam is the feedstock in the production of Nylon 6. Product is supplied in flake or fused form. It is the basic raw material for the production of polyamide 6, which is used thereafter in the textile or plastics industry. Polyamide fibres have a very broad range of uses in the production of nylon and polycaprolactam mesh (perlon). Its flexibility means that it is used primarily in the production of sports clothing and other sporting equipment e.g. for water sports, winter sports, or mountaineering and mountain climbing. Caprolactam is readily biodegradable.", "material_name": "epsilon-caprolactam"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "ab8f9a86d352cab75b82be05", "input": {"market": {"name": "Market for Methacrylate structural adhesive", "description": "Market for materials that fulfill Two-part methacrylate structural adhesive for bonding aluminum bosses to the HDPE liner. 0.18 kg per good cylinder, fully retained in the bonded assembly. Must be compatible with aluminum and HDPE substrates and suitable for pressure vessel service."}, "material_context_data": {"name": "700 bar Type IV carbon-fiber composite hydrogen storage cylinder (100 L water volume, with valve)", "description": "Functional unit / boundary:\n- The requested material is 1 each fully assembled, empty (no hydrogen filled) Type IV compressed-hydrogen storage cylinder rated to 700 bar service pressure, 100 L water volume.\n- Boundary is cradle-to-gate for the cylinder + valve.\n\nMass and composition (empty product; hydrogen not included):\n- Total mass (cylinder + valve + labels as assembled): 102.30 kg.\n\nTier 1 (final assembly) — exact input materials per 1 finished cylinder:\nA) Composite overwrap (net on-cylinder mass = 78.40 kg)\n- Carbon fiber tow, PAN-based, 24k, epoxy-sized: 58.20 kg handled into winding cell -> 56.00 kg retained on cylinder; 2.20 kg fiber offcut/start-stop scrap (disposed).\n- Epoxy resin system total: 24.10 kg mixed/handled -> 22.40 kg cured on cylinder; 1.70 kg resin waste (mix pot residuals/flushes/off-ratio rejects, cured and disposed).\n - Epoxy base resin (DGEBA-type): 19.30 kg (subset of the 24.10 kg handled).\n - Amine hardener/curative (cycloaliphatic amine blend): 3.10 kg (subset of the 24.10 kg handled).\n\nB) Polymer liner + bosses + joining (net on-cylinder mass = 22.80 kg)\n- HDPE pellets (liner resin input): 13.95 kg -> 13.20 kg liner retained; 0.75 kg sprue/trim scrap reground and internally recycled.\n- Aluminum end-boss forged preforms (6061 alloy input): 3.05 kg -> 2.60 kg bosses retained; 0.45 kg machining chips collected and recycled as clean aluminum scrap.\n- Glass-fiber reinforced PA6 reinforcement rings/inserts: 0.40 kg retained.\n- Structural adhesive for boss-to-liner joint (2-part methacrylate): 0.18 kg retained.\n- FKM O-rings and seals: 0.06 kg retained.\n\nC) Valve and small hardware (net on-cylinder mass = 1.10 kg)\n- Cylinder valve assembly (metals): 0.95 kg retained.\n- Burst disk / fuse plug assembly: 0.10 kg retained.\n- Stainless fasteners/retainers: 0.05 kg retained.\n\nD) Marking / surface protection (retained mass = 0.04 kg)\n- Urethane protective coat: 0.30 kg sprayed -> 0.02 kg retained; 0.28 kg captured in filters as overspray waste.\n- PET label set + adhesive: 0.02 kg retained.\n\nTier 1 utilities and consumables per 1 finished cylinder:\n- Electricity: 62.0 kWh.\n- Natural gas (process heat for cure ovens, allocated): 410 MJ (LHV).\n- Nitrogen (inerting/blanketing/purges): 3.5 kg.\n- Process water (hydrostatic proof test makeup): 0.25 m3.\n\nTier 1 manufacturing steps (materials transformed; where scrap occurs):\n1) HDPE liner blow molding + trimming -> internal regrind of 0.75 kg trim.\n2) Aluminum boss machining -> 0.45 kg Al chips recovered for recycling.\n3) Boss-to-liner joining with adhesive + seals + PA6-GF rings -> 1.5% assemblies fail leak check (failed HDPE liner is shredded for polymer recycling; bosses recovered).\n4) Filament winding (impregnated wet winding) -> 2.20 kg carbon fiber scrap; 1.70 kg cured resin waste.\n5) Thermal cure (epoxy crosslinking) -> energy dominated by oven dwell.\n6) CNC trimming/sanding/coating/marking -> 0.35 kg cured composite trim/dust captured and disposed; 0.28 kg coating overspray waste captured in filters.\n7) Hydrostatic proof testing + NDT -> 0.8% cylinders fail final test (composite disposed; metals recovered).\n8) Valve installation + final QC.\n\nTier 2 (upstream suppliers) — key input production details and amounts tied to this cylinder:\nTier 2-A: Carbon fiber tow (PAN-based) production (supplying 58.20 kg tow)\n- PAN precursor requirement: 2.18 kg PAN precursor per 1.00 kg carbon fiber.\n- PAN precursor needed to supply 58.20 kg carbon fiber tow: 126.88 kg PAN precursor.\n- Tier 2-A unit operations: PAN polymerization -> wet spinning/coagulation -> washing/solvent recovery -> drawing -> stabilization/oxidation (air) -> carbonization (inert furnace) -> surface treatment + sizing -> winding.\n- Tier 2-A utilities per 1.00 kg carbon fiber: 35.0 kWh electricity; 280 MJ thermal energy; 1.2 kg nitrogen.\n- Tier 2-A wastes/byproducts per 1.00 kg carbon fiber: 0.03 kg solvent loss (captured/incinerated); carbonization offgas combusted with heat recovery.\n\nTier 2-B: Epoxy resin system (supplying 19.30 kg base resin + 3.10 kg hardener)\n- Epoxy base resin (DGEBA-type) route: BPA + epichlorohydrin reaction -> caustic dehydrohalogenation -> washing -> vacuum stripping.\n- Amine hardener route: hydrogenation/amination from petrochemical intermediates -> distillation -> blending to target cure profile.\n\nTier 2-C: HDPE resin (supplying 13.95 kg pellets)\n- Route: ethylene feedstock -> polymerization (gas-phase or slurry) -> pelletization.\n- Additives included in pellets: antioxidant package 0.2% by mass of HDPE pellets.\n\nTier 2-D: Aluminum alloy 6061 forged preforms (supplying 3.05 kg preforms)\n- Route: primary aluminum -> casting into billet -> forging into preforms -> solution heat treat + aging to T6.\n\nTier 2-E: Valve and burst hardware (supplying 0.95 kg valve + 0.10 kg burst assembly + 0.05 kg fasteners)\n- Route: metal machining (stainless/brass components) -> cleaning -> assembly -> leak testing -> serialized marking.\n", "material_name": "700 bar Type IV carbon-fiber composite hydrogen storage cylinder (100 L water volume, with valve)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "fd24c4ec1aa66383bf046fd1", "input": {"market": {"name": "Market for Electricity", "description": "Market for materials that fulfill Grid electricity for lighting (24-hour during brooding phase, reduced thereafter) and any electrically powered equipment in the open-sided naturally ventilated broiler house (no powered ventilation fans). Sourced from the Philippine grid."}, "material_context_data": {"name": "Broiler Chicken - Philippines", "description": "Broiler Chicken from the Philippines", "material_name": "Broiler Chicken - Philippines"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Electricity, steam & fuels"}} | |
| {"id": "12033e3de9173e7c8ecb750f", "input": {"market": {"name": "Market for NOCOLOK flux", "description": "Market for materials that fulfill Potassium aluminum fluoride (K₁₋₃AlF₄₋₆) brazing flux supplied as aqueous slurry suitable for spray, dip, or flood application. Flux must be formulated for controlled atmosphere brazing of aluminum with melting range of 565-572°C. The flux must be capable of dissolving aluminum oxide to enable wetting by molten 4343 braze alloy and must solidify after brazing as a thin, adherent, non-corrosive protective coating. Typical slurry concentration 5-25% solids. Must be compatible with high-purity nitrogen atmosphere brazing."}, "material_context_data": {"name": "Microchannel HVAC heat exchanger – 3003 aluminum extrusions with 4343 braze clad (flux-brazed, CAB)", "description": "A compact, brazed aluminum microchannel heat exchanger core built from multi-port 3003 aluminum extrusions clad with 4343 (Al–Si) brazing alloy. The assembly is fluxed with potassium fluoroaluminate (NOCOLOK) and brazed under nitrogen in a controlled-atmosphere furnace. Typical clad ratio is in the 5–15% range (10% used here), with high surface-area-to-weight characteristics suited to HVAC condensers/evaporators.", "material_name": "Microchannel HVAC heat exchanger – 3003 aluminum extrusions with 4343 braze clad (flux-brazed, CAB)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "80dbfb843471b2f623f11231", "input": {"market": {"name": "Market for European-style unsalted butter for lamination", "description": "Market for materials that fulfill High-fat butter with 82-84% butterfat content, unsalted, suitable for lamination. Must have appropriate plasticity for creating laminated layers (27-64 layers) through manual rolling and folding. This butter is used exclusively for creating the laminated structure, not as a dough ingredient."}, "material_context_data": {"name": "Croissant Classico", "description": "A sourdough baked product with 20 hours of natural leavening", "material_name": "Croissant Classico"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "4f6b901332644dd85a4022bf", "input": {"market": {"name": "Market for Folding paperboard cartons with printing inks and adhesives", "description": "Market for materials that fulfill Pre-printed folding paperboard cartons (SBS or coated unbleached kraft) for the retail outer packaging of boxed mac and cheese. Sized to contain one pasta portion and one cheese powder sachet. Includes printing inks (water-based or UV) and case-sealing adhesives, which together constitute less than 5% of carton mass and are grouped with the carton. Food-contact approved."}, "material_context_data": {"name": "Kraft Macaroni & Cheese (Original) — dry boxed dinner", "description": "A shelf-stable boxed meal that contains enriched dry macaroni and a separate dry cheese sauce mix sachet. As sold, the consumer boils the pasta and mixes in the cheese powder with milk and butter/margarine. The package typically consists of a folding paperboard carton and a small LDPE film pouch for the cheese mix. The dry cheese mix is whey‑forward with dairy fat and milk proteins, providing the familiar cheddar-like flavor and color.", "material_name": "Kraft Macaroni & Cheese (Original) — dry boxed dinner"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "45b20a7d7e217aa201217522", "input": {"market": {"name": "Market for Lauryl alcohol (dodecanol)", "description": "Market for materials that fulfill Fatty alcohol (C12H25OH, dodecanol) derived from coconut or palm kernel oil. Primary organic feedstock for SO3 sulfation. Must be liquid-grade, free of water and contaminants that could impair the sulfation reaction. Typically supplied as a liquid at or above its melting point (~24°C). Purity should be suitable for personal care/detergent-grade SLS production."}, "material_context_data": {"name": "Sodium lauryl sulfate (SLS), powder, 95% active", "description": "An anionic surfactant (sodium dodecyl sulfate, C12H25OSO3Na; MW 288.38 g/mol) supplied as fine needles or powder for detergents and personal care. Industrial SLS is made by sulfating lauryl alcohol (typically C12 fatty alcohol from palm kernel/coconut or petro sources) with sulfur trioxide in a falling‑film reactor, immediately neutralizing with sodium hydroxide, and spray drying. Commercial powder grades are commonly ~95% active with small amounts of sodium sulfate and moisture that aid handling and flow.", "material_name": "Sodium lauryl sulfate (SLS), powder, 95% active"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "724423fafd7aa355e2ff33ff", "input": {"market": {"name": "Market for Polyethylene stretch wrap", "description": "Market for materials that fulfill Heavy-gauge polyethylene stretch wrap used to wrap finished cabinets on pallets for shipment protection. Consumed once per cabinet unit; modeled per kg of finished cabinet output."}, "material_context_data": {"name": null, "description": "A high-quality coated steel cabinet, powder coated according to EN 12206-1:2021 'Paints and varnishes Coating of aluminum and aluminum alloys for architectural purposes Part 1: Coatings prepared from thermosetting coating powder'. The minimum coating thickness is 60 microns. From Lithuania and Europe.", "material_name": "Coated Steel Cabinet"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "2c7362399c3962ccdddcc72e", "input": {"market": {"name": "Market for Process water", "description": "Market for materials that fulfill Industrial process water for closed-loop cooling systems serving rolling mills, hydraulic systems, and ancillary equipment. Water quality must be suitable for recirculating cooling systems (controlled pH, hardness, and contaminants to prevent scaling and corrosion). This is makeup water to replace losses from evaporation and blowdown in recirculating cooling loops, not total cooling water inventory."}, "material_context_data": {"name": "Cathode Aluminium Foil", "description": "Cathode Aluminium Foil is thin aluminium foil that is used in cathode of lithium ion battery. It works as route of electrons in secondary battery, emits heat inside battery and supports slurry of cathode active materials on cathode. 28% non-grid renewable energy was used in the upstream production of the aluminum.", "material_name": "Cathode Aluminium Foil"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "fbc33e59c94c9d95094d88b1", "input": {"market": {"name": "Market for Virgin atactic polyolefin pellets", "description": "Market for materials that fulfill Atactic polypropylene (APP) or atactic polyethylene-propylene copolymer in pellet form for use as the primary polymer matrix in twin-screw extrusion compounding. Must meet specifications for melt flow index and molecular weight distribution suitable for bitumen modification applications. Approximately 31.5% by weight of the finished compound output."}, "material_context_data": {"name": null, "description": "Atactic Polyolefinic Compounds for Bitumen Modification\n\nMaterial composition: Plastic material: 31.5%; Recycled plastics: 35.7%; Recycled oils: 26.6%; Additives: 6.1%\n\nProduct attributes:\n- Geography: Belgium\n- Recycled content: 62.3%", "material_name": "SUMFLEX NG7000(7015)/PRX1000"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "5dcd9dccebd9039015aea7cc", "input": {"market": {"name": "Market for Electricity", "description": "Market for materials that fulfill Electrical energy consumed across all subprocesses at the facility: variable-speed reactor agitation motors (120–600 rpm, dominant consumer during the 4–10 hour polymerization batch), VCM compressors and vacuum pumps for monomer recovery, centrifuge motors for slurry dewatering, dryer fans and conveyors, pneumatic transfer blowers, and general utilities (pumps, instrumentation, lighting, controls). Total aggregate consumption approximately 171–306 kWh per tonne PVC."}, "material_context_data": {"name": "NeralitⓇ 581", "description": "Low molecular types of suspension PVC with high lose weight and low grain porosity (K value = 58). It is produced by suspension polymerisation of vinyl chloride in an aqueous medium in the presence of catalysts and suspension stabilisers. The resulting product is a fine, white, easily pourable powder made up of grains with narrow particle size distribution.", "material_name": "NeralitⓇ 581"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Electricity, steam & fuels"}} | |
| {"id": "938f0c03f77b9b9adcfde3da", "input": {"market": {"name": "Market for EVA copolymer pellets", "description": "Market for materials that fulfill Ethylene-vinyl acetate copolymer in pellet form. Added to improve film properties including toughness, flexibility, lower stiffness, better low-temperature performance, and improved adhesion compared to polyethylene homopolymer. The proportion of vinyl acetate comonomer affects density and crystallinity. Compatible with PE processing temperatures and blown film extrusion equipment."}, "material_context_data": {"name": null, "description": "The natural and printed and flexible PE plastic film intended to be used for industrial and agricultural packaging protection applications.\n\nMaterial composition: Polyethylene: 91.0%; Vinyl acetate: 5.5%; Printing inks: 2.5%; Additives: 1.5%\n\nProduct attributes:\n- Geography: Europe\n- Recycled content: 0.0%", "material_name": "Natural PE Flexible Films, Printed"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Paper and plastic products"}} | |
| {"id": "780c358e57505b731a59ae28", "input": {"market": {"name": "Market for Outer float glass, 2.1mm PLANICLEAR (uncoated)", "description": "Market for materials that fulfill Clear, high light transmission soda-lime float glass sheets, 2.1mm nominal thickness, PLANICLEAR grade (uncoated). Must meet automotive optical quality standards. Supplied as jumbo sheets or pre-cut blanks. Forms the outer (driver-side) pane of the laminated windshield."}, "material_context_data": {"name": null, "description": "Laminated HUD Coated Windshield composed of one 2.1mm PLANICLEAR® glass sheet combined with one 1.6mm coated PLANICLEAR® glass sheet, bonded together using a 0.86mm wedged PVB interlayer with specific design to avoid double image projection. The coating (CLIMACOAT®) improves thermal comfort through Infra-Red Reflective properties. The HUD system creates a virtual image in front of the car to display driver information.\n\nMaterial composition: PLANICLEAR® glass: 51.1%; Coated PLANICLEAR® glass: 38.9%; PVB (Polyvinyl Butyral): 8.95%; Metal connectors: 0.547%; Black enamel: 0.203%; Mirror-bracket: 0.108%; Silver paste: 0.054%; Plastic holder: 0.135%\n\nProduct attributes:\n- Geography: Germany\n- Recycled content: 22.0%", "material_name": "Laminated HUD Coated Windshield"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Vehicles & transport equipment"}} | |
| {"id": "3c3c819f41afaf244f36889c", "input": {"market": {"name": "Market for Recycled polypropylene feedstock", "description": "Market for materials that fulfill Post-consumer or post-industrial recycled polypropylene plastic material that has undergone collection, sorting, cleaning, and reprocessing. Physical form: pellets, flakes, or granules suitable for gravimetric feeding into twin-screw extruder. Must be compatible with aPP and meet quality specifications for use in bitumen modification compounds. Under cutoff allocation methodology, this material carries only the burdens of its recycling/reprocessing operations, not original virgin PP production."}, "material_context_data": {"name": null, "description": "Polypropylene compound for bituminous membranes, a polyolefinic blend for the modification of bitumen in roofing felt production\n\nMaterial composition: Oils (100% recycled): 34.0%; Plastic Material (e.g., Atactic Polypropylene aPP): 27.0%; Recycled Plastics: 32.0%; Additives (e.g. Calcium Carbonate): 7.0%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 45.2%", "material_name": "PTC900"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "bfd116100d510fbcccfb7057", "input": {"market": {"name": "Market for Electricity", "description": "Market for materials that fulfill Grid electricity used across all subprocesses: chip dryer fans and heating elements, extruder screw drive and barrel heaters, gear pumps, induction-heated godets for drawing and heat-setting, texturing machine drives (including air compressors for DTY), winding machines, and facility auxiliaries."}, "material_context_data": {"name": "TAÇ Reborn Yarn (from %100 Re-PET) (Post-consumer)", "description": "Recycled polyester yarn made from post-consumer PET bottles that are transformed into RPET chips and then processed into filament polyester yarn", "material_name": "TAÇ Reborn Yarn (from %100 Re-PET) (Post-consumer)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Textiles, footwear & apparel"}} | |
| {"id": "1f5c4dccfcb2372d52676bf7", "input": {"market": {"name": "Market for Standardized pasteurized cow's milk", "description": "Market for materials that fulfill Cow's milk standardized to 3.2% fat and 3.2% protein content, then pasteurized using HTST method (72°C for 15 seconds). This is the primary raw material for cheese production. The amount required has been adjusted using economic allocation to account for whey co-product production."}, "material_context_data": {"name": "Cheddar cheese", "description": "A kilogram of cheddar cheese aged 3-4 months.", "material_name": "Cheddar cheese"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "5fb650d987b7bd6fe4cd2510", "input": {"market": {"name": "Market for Electricity for machinery and equipment", "description": "Market for materials that fulfill Electrical energy for all machine-driven systems including: bean sorting and cleaning equipment, soaking tank operations, automated can filling lines with volumetric fillers, brine dosing systems, double seaming machines, cooling system pumps and fans, automated labeling equipment, secondary packaging line (case erectors, tray formers, shrink-wrap or cardboard sleeve applicators), conveyor systems throughout facility, palletizing equipment, and quality control equipment. Modeled at aggregate level as subprocess-level data is not available."}, "material_context_data": {"name": null, "description": "Valfrutta Cannellini beans are beans with a tender and delicate flavor because they are processed with extreme care. Without preservatives, boiled naturally, they are a light and genuine product, rich in fiber and proteins, ideal for a healthy and balanced diet.\n\nMaterial composition: Cannellini Beans: 21.8%; Water: 76.6%; Salt: 1.5%; Ascorbic Acid: 0.02%\n\nProduct attributes:\n- Geography: Europe\n- Recycled content: 58.0%", "material_name": "White Kidney Beans \"Cannellini\" Cluster 3x400g"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "e78a213d58010d09bfa4dddc", "input": {"market": {"name": "Market for Remote control unit (recycled plastic portion)", "description": "Market for materials that fulfill Remote control unit for 75-inch QLED TV, recycled plastic portion only (24% of plastic content in remote by weight). Material should be post-consumer recycled plastic pellets processed into remote housing. This input represents only the recycled plastic component mass in the remote control, which must meet minimum 24% PCR content per Samsung's 2021+ remote specifications."}, "material_context_data": {"name": "Samsung 75 inch QLED Q60C (4K)", "description": null, "material_name": "Samsung 75 inch QLED Q60C (4K)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "96151cc22094ec7ac6f89e0e", "input": {"market": {"name": "Market for Thermal energy (heat)", "description": "Market for materials that fulfill Heat energy for polymerization reactor heating across all three stages: esterification (190-250°C), pre-polymerization (260-275°C), and final polycondensation (275-290°C), plus optional SSP heating. Typically supplied as steam, hot oil circulation, or direct natural gas combustion. Total energy for polyester production is 109-125 MJ/kg with approximately 58% as process energy. Heat recovery via economizers and air preheaters may reduce fuel consumption by up to 68%."}, "material_context_data": {"name": "poly(1,4-cyclohexanedimethylene terephthalate-co-isophthalate) (PCTA)", "description": "PCTA (Polycyclohexylene Dimethylene Terephthalate) is a copolyester known for its exceptional clarity, toughness, and chemical resistance.", "material_name": "poly(1,4-cyclohexanedimethylene terephthalate-co-isophthalate) (PCTA)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Electricity, steam & fuels"}} | |
| {"id": "7eeff9475bfe812fbb075e2f", "input": {"market": {"name": "Market for Virgin polyolefin (PE or PP)", "description": "Market for materials that fulfill Virgin polyolefin resin (polyethylene or polypropylene) in pellet or granule form, used for property enhancement and consistency of the final compound. Full upstream production burden applies."}, "material_context_data": {"name": null, "description": "Atactic Polyolefinic Compounds for Bitumen Modification\n\nMaterial composition: recycled plastics: 50.5%; recycled oils: 35.9%; additives: 9.0%; plastic material: 4.6%\n\nProduct attributes:\n- Geography: Belgium\n- Recycled content: 86.4%", "material_name": "SUMFLEX NGX9000"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "4c5eef4933cb4f60b275efdd", "input": {"market": {"name": "Market for Grid electricity", "description": "Market for materials that fulfill Grid electricity consumed by all auxiliary electrical equipment across the facility, including scrap shredders, conveyors, magnetic separators, cranes, rotary degassing units, melt circulation pumps, fans, spectrometric analysis equipment, casting machines, and cooling water pumps. European grid electricity mix."}, "material_context_data": {"name": null, "description": "The studied aluminium ingot is an intermediate product intended for the production of new objects. Aluminium scraps are melted with some alloying elements and ingots are produced through a casting process.\n\nMaterial composition: Aluminium scrap (post-consumer): 72.7%; Aluminium scrap (pre-consumer): 21.1%; Alloying elements: 5.7%; Alloying elements (scrap): 0.5%\n\nProduct attributes:\n- Geography: Europe\n- Recycled content: 93.8%", "material_name": "Aluminium ingots, code 093211 (Alloy HD1.1 Honda)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "e93420488d3156cf935fe62d", "input": {"market": {"name": "Market for CIP caustic solution (NaOH)", "description": "Market for materials that fulfill Food-grade sodium hydroxide (caustic soda, NaOH) used as the primary cleaning agent in Clean-in-Place (CIP) sanitation cycles for all product-contact surfaces. Typically applied as a 1-2% working solution at 70-80°C. Partially recovered and reused across CIP cycles; quantity represents net consumption (makeup) per unit of product output."}, "material_context_data": {"name": null, "description": "Fruit Drink Blood Orange, Carrot and Lemon 1500 ml: water, red orange juice, grapes, lemon, carrot, flavours. Acidifier: citric acid, currant and carrot extract. Zero added sugar and gluten free.\n\nMaterial composition: water: 92.5%; fruit concentrates: 6.8%; flavors/vitamins: 0.46%; citric acid/ascorbic: 0.2%\n\nProduct attributes:\n- Geography: Europe\n- Recycled content: 9.55%", "material_name": "Fruit Drink Blood Orange, Carrot and Lemon"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "68862f7e03e7b221a3cae807", "input": {"market": {"name": "Market for Magnesium master alloy", "description": "Market for materials that fulfill Virgin magnesium alloying addition to achieve 6060 composition target (0.35-0.60 wt% Mg in final alloy). Physical form: master alloy ingots, waffle plates, or granules suitable for addition to molten aluminum. Typical compositions: Al-50Mg or pure magnesium. Must be stored dry to prevent oxidation and moisture pickup."}, "material_context_data": {"name": null, "description": "The aluminium plates and billets are intermediate products intended for the production of new objects. Aluminium scraps are melted with alloying elements to produce plates and billets through a casting process.\n\nMaterial composition: Aluminium scrap (pre-consumer): 14.4%; Aluminium scrap (post-consumer): 72.4%; Remelted ingots: 12.7%; Alloying elements: 0.5%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 86.8%", "material_name": "Aluminium plates and billets in 6060 green 100 plus alloy"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "909d5310009de3028563bc7e", "input": {"market": {"name": "Market for Float glass sheet (inner, 1.6mm, PLANICLEAR)", "description": "Market for materials that fulfill Float glass sheet with 1.6mm nominal thickness, PLANICLEAR specification. This is the inner (thinner) glass ply of the laminated windshield. May be uncoated or have different coating depending on specific windshield design. Glass density approximately 2.5 g/cm³. Must meet automotive glass quality standards for optical clarity"}, "material_context_data": {"name": "Laminated Coated Windshield 2.1/1.6 mm", "description": "Laminated Coated Windshield composed of one coated Saint-Gobain Glass PLANICLEAR® and one Saint-Gobain Glass PLANICLEAR® glass sheets bonded together using a sheet of standard PVB (Polyvinyl Butyral). The coated glass has a COOLCOAT® coating applied using magnetron technology to improve thermal comfort inside the car.", "material_name": "Laminated Coated Windshield 2.1/1.6 mm"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "9c92fe5f1e42631a573bfd6b", "input": {"market": {"name": "Market for Natural gas or thermal energy", "description": "Market for materials that fulfill Fuel (natural gas, propane, or other thermal energy source) for steam generation used primarily in scalding operations (maintaining scalding tanks at approximately 57°C for 120 seconds to loosen feathers), hot water production for processing and sanitation, and space heating. Natural gas consumption for steam generation typically exceeds total site electricity consumption on an MMBtu basis. Steam is the primary thermal energy carrier in poultry processing facilities. The energy content should be specified or convertible to megajoules (MJ)."}, "material_context_data": {"name": "Whole chicken with giblets", "description": "Refrigerated marinated additive eviscerated chicken with giblets", "material_name": "Whole chicken with giblets"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "b6ee904c5f3f68fb067a56c3", "input": {"market": {"name": "Market for Polyether Polyol", "description": "Market for materials that fulfill Polyether polyols suitable for TDI-based flexible slabstock foam production, including polypropylene glycol (PPG) and/or polymer polyols (POP/copolymer polyols). Molecular weight 3,000–6,000 g/mol, functionality 2.5–3. Must be compatible with TDI 80:20 isomer blend chemistry for production of furniture-grade flexible foam at 18–25 kg/m³ density. Supplied as liquid at 22–25°C. European supply."}, "material_context_data": {"name": "Flexible Polyurethane Foam (Furniture)", "description": "TDI-based PU foam without FR, density 18 to 25 kg/m³ from EUROPUR.\n\nProduct attributes:\n- Geography: Europe", "material_name": "Flexible Polyurethane Foam (Furniture)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "226c818501a4940d55dd26e8", "input": {"market": {"name": "Market for Processing aids and wax", "description": "Market for materials that fulfill Polyethylene wax or Fischer-Tropsch wax for reducing melt viscosity and improving processability during twin-screw compounding. Must aid in CaCO3 dispersion and reduce extruder torque. Powder or flake form suitable for dry blending. Compatible with PE/PP carrier systems."}, "material_context_data": {"name": "Oysterplast", "description": "a masterbatch composites made from biorenewable, carbon-negative biowaste and non-hazardous substitutes for non-renewable plastics resins suitable for plastic products. The filler is based on CaCO3 from oyster shells.", "material_name": "Oysterplast"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "f60dfceae5e49a04953c022d", "input": {"market": {"name": "Market for Silica (SiO2)", "description": "Market for materials that fulfill Silica powder or granular form as a minor component in the refractory composition. May be present as impurity in alumina or added separately. Must be suitable for electric arc furnace melting."}, "material_context_data": {"name": null, "description": "Alumina fused refractory product in X shape used as energy saving parts in glass furnaces regenerator\n\nMaterial composition: Aluminium oxide (Al2O3): 87.5%; Magnesium oxide (MgO): 7.5%; Sodium oxide (Na2O): 4.5%; Silica (SiO2): 0.5%\n\nProduct attributes:\n- Geography: France\n- Recycled content: 0.0%", "material_name": "CruciformⓇ ER5312RX"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "e59f785ce56b708117fada37", "input": {"market": {"name": "Market for Potable water for mixing", "description": "Market for materials that fulfill Potable water meeting drinking water standards, used for hydrating semolina to form pasta dough. Water is added at 27-29g per 100g semolina to achieve 30-32% total moisture in the mixture before extrusion. This water is completely evaporated during drying but carries upstream impacts from sourcing and treatment."}, "material_context_data": {"name": "Pasta di semola Agnesi", "description": "Semolina pasta made with 100% Italian durum wheat, produced in various long and short formats, packed in compostable packaging", "material_name": "Pasta di semola Agnesi"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "17a247684af8a6817befcac8", "input": {"market": {"name": "Market for Electricity", "description": "Market for materials that fulfill Electrical power for all process equipment in the twin-screw extrusion compounding facility, including the extruder motor and barrel heaters (dominant), gravimetric feeders, high-speed pre-mixer, melt filtration system, cooling water pump and chiller, strand pelletizer motor, and hot-air or vacuum dryer."}, "material_context_data": {"name": "PA6 black masterbatch", "description": "PA6 black masterbatch is the main raw material of PA6 filament/yarn (e.g., FDY, HOY as well as POY). The manufacturing processes of PA6 black masterbatch mainly include measuring and mixing the input of raw materials, melting them, extrusion, pelletizing, followed by sieving and drying. Then after packaging with polypropylene bag, the PA6 black masterbatch is ready for internal use or sold on to retailors.", "material_name": "PA6 black masterbatch"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "fdc0860d8a8e0809a5ee761e", "input": {"market": {"name": "Market for Zero-Sugar Sweetener", "description": "Market for materials that fulfill Non-caloric sweetener approved for use in zero-sugar beverages. Options include: stevia extract (steviol glycosides), sucralose, acesulfame K, or blends thereof. Must be heat-stable for UHT processing and provide sweetness equivalent to target sugar-sweetened product without calories. Must meet regulatory approval for target market (EU regulation 1333/2008 or equivalent)."}, "material_context_data": {"name": null, "description": "Red orange beverage with grape, zero added sugars and gluten-free, in 330ml Brik packaging\n\nMaterial composition: water: 94.2%; fruit concentrates: 0.5%; citric acid/ascorbic acid: 0.2%; flavors/vitamins: 0.1%\n\nProduct attributes:\n- Geography: Europe\n- Recycled content: 24.1%", "material_name": "Derby Blue Bevanda Arancia Rossa Zero"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "7bd22506543c4e5dfb824ff3", "input": {"market": {"name": "Market for Irrigation water", "description": "Market for materials that fulfill Water applied through the growing season for irrigated wheat systems, expressed in cubic meters (m3). Includes all irrigation water regardless of delivery method (center pivot, drip, flood). Set to zero for rainfed systems, which represent the majority of global wheat production."}, "material_context_data": {"name": null, "description": "The product 'wheat grain' is a grain. It is an annual crop.", "material_name": "wheat grain production"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "d553b4ba90c169c001932c7f", "input": {"market": {"name": "Market for pH adjusters and buffering agents", "description": "Market for materials that fulfill Chemical compounds for fine-tuning and maintaining product pH within specification range. May include acids (e.g., citric acid, phosphoric acid), bases, or buffer systems. Small quantity additives for final pH adjustment after neutralization reaction."}, "material_context_data": {"name": null, "description": "concentrated liquid detergent used to remove residues, stains and marks of epoxy grout without giving off hazardous fumes\n\nMaterial composition: Organic substances: 30.0%; Inorganic substances: 5.0%; Water: 70.0%; Distribution Packaging: 5.0%; Consumer Packaging: 2.0%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 0.0%", "material_name": "ULTRACARE KERAPOXY CLEANER"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "95909cb4d81f84542c6adea7", "input": {"market": {"name": "Market for Polypropylene film for outer pouch", "description": "Market for materials that fulfill Polypropylene (PP) or polyethylene (PE) film for outer pouch packaging of instant ramen product. Must provide adequate barrier properties for moisture and oxygen, flexibility for high-speed packaging operations, and heat-sealability. Typical film specifications: thickness 40-70 μm, tensile strength suitable for high-speed packaging, food-contact approved. PP films preferred for high tensile strength and durability. Film weight typically 0.5-1.5 grams per pouch."}, "material_context_data": {"name": "Maruchan Ramen Noodle Soup, Chicken Flavor (pouch)", "description": "A fried wheat-based instant noodle block with a separate dry seasoning sachet (chicken flavor). The noodles are made from enriched wheat flour with small amounts of salt and kansui (potassium & sodium carbonates), steamed and deep-fried (vegetable oil—assumed palm oil for modelling), then dried and packaged. The seasoning sachet is predominantly salt with monosodium glutamate, sugar, soy-sauce powder, chicken broth/powder, and spices. Primary packaging is a polypropylene-based outer film and a small PET/Alu/PE laminate sachet.", "material_name": "Maruchan Ramen Noodle Soup, Chicken Flavor (pouch)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Paper and plastic products"}} | |
| {"id": "8d041732d8db5ea8ecc06fa5", "input": {"market": {"name": "Market for Bare FR-4 PCB boards", "description": "Market for materials that fulfill Unpopulated printed circuit boards made of FR-4 composite material (woven fiberglass cloth with epoxy resin binder). Standard material providing cost-performance balance, thermal stability, and mechanical strength suitable for power bank applications. Boards should be sized and designed for SMT assembly with appropriate pad layouts for component placement."}, "material_context_data": {"name": "Anker Nano Power Bank (22.5W, built‑in USB‑C, model A1653) — per 1 kg of product", "description": "Pocket-sized 5,000 mAh (~18 Wh) portable power bank with a foldable USB‑C connector and bi‑directional charging; advertised at 22.5 W profiles with a listed total output of 18 W max. Unit mass ~100 g; the exterior uses ~75% post‑consumer recycled (PCR) plastic. Typically includes a compact primary carton. Key subassemblies: one Li‑ion pouch cell, a small FR‑4 PCB with packaged ICs/passives, copper connectors, and a PC/ABS enclosure.", "material_name": "Anker Nano Power Bank (22.5W, built‑in USB‑C, model A1653) — per 1 kg of product"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Machinery & equipment"}} | |
| {"id": "e5ac9f914b6f8b2db9641445", "input": {"market": {"name": "Market for Grid electricity", "description": "Market for materials that fulfill Grid electricity for all machinery operation including blow room equipment, carding machines, drawing frames, roving frames, ring spinning frames, winding machines, humidification/air conditioning systems, compressed air generation, material handling, and facility lighting. Standard industrial grid electricity suitable for motor drives, suction systems, and climate control equipment."}, "material_context_data": {"name": null, "description": "Cotton yarn (other than sewing thread), containing 85% or more by weight of cotton.", "material_name": "yarn, cotton"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Electricity, steam & fuels"}} | |
| {"id": "458b04bbcede9a03f2dfca93", "input": {"market": {"name": "Market for Cellulose ether (HPMC)", "description": "Market for materials that fulfill Hydroxypropyl methylcellulose (HPMC) or similar cellulose ether in dry powder form used for water retention, anti-slip performance, and workability of the tile adhesive. Delivered in bags. Typical content: 0.2–0.5% by weight."}, "material_context_data": {"name": "Cement-based Tile Adhesives MEP COL PRO", "description": "Cement-based tile adhesive with binder agents, polymer binders, aggregates, fillers and additives for ceramic and stone tile installation. Manufactured in Mauritius\n\nProduct attributes:\n- Geography: Mauritius", "material_name": "Cement-based Tile Adhesives MEP COL PRO"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Construction products"}} | |
| {"id": "731e566dda239a5bb592a584", "input": {"market": {"name": "Market for Ceramic fiber intumescent insulating mat", "description": "Market for materials that fulfill Intumescent ceramic fiber mat (containing vermiculite) cut from continuous rolls for wrapping around the coated substrate before canning. Provides cushioning, sealing, and thermal insulation between the substrate and the steel shell. Must achieve the required gap bulk density (~0.3–0.5 g/cm³) after stuffing. Trim scrap from cutting to size is landfilled (cutoff)."}, "material_context_data": {"name": "Automotive three-way catalytic converter, ceramic honeycomb", "description": "Cordierite ceramic monolith with washcoat impregnated with platinum group metals (palladium and rhodium). Mass basis: per kg of finished converter including canning.", "material_name": "Automotive three-way catalytic converter, ceramic honeycomb"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "74ae387af73b931938a911fc", "input": {"market": {"name": "Market for Optional stabilizer oxides", "description": "Market for materials that fulfill Optional stabilizing additives when specific performance characteristics are required. Exchangeable options include: yttrium oxide (Y2O3), titanium oxide (TiO2), or magnesium oxide (MgO). Physical form: high-purity powders (>96% purity). These oxides modify the crystalline structure and properties of the final abrasive product. Used to substitute for some of the alumina when enhanced properties are desired for particular applications. Set to zero when not used."}, "material_context_data": {"name": "Alumina Zirconia AZ40", "description": "Alumina zirconia abrasive grains. They are produced by fusing zirconia and alumina in an electric arc furnace. After that, the fused material is quenched and crushed to each grit size. After crushing, the product is sieved and packaged. AZ40 can be also treated.", "material_name": "Alumina Zirconia AZ40"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "8ccc9edd659eaf90bd03fb4c", "input": {"market": {"name": "Market for Aluminum casting alloy ingots", "description": "Market for materials that fulfill Aluminum alloy ingots suitable for low-pressure die casting of automotive brake caliper bodies. Primary alloy options: A356 (Al-7Si-0.35Mg, heat-treatable to T6 condition, most common for brake calipers) or A319 (Al-6Si-3.5Cu, higher copper content). Supplied as solid ingots. Net quantity accounts for internal remelting of casting gates, runners, and CNC machining chips — only the finished caliper body mass plus unrecoverable dross losses constitute net draw."}, "material_context_data": {"name": "CALIPER 4x52 - FRT; RH", "description": "A brake caliper used in an electric vehicle", "material_name": "CALIPER 4x52 - FRT; RH"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "007965118411e6a5e473386d", "input": {"market": {"name": "Market for Current collectors", "description": "Market for materials that fulfill Electrically conductive metal plates or foils positioned between end plates and first/last bipolar plates to collect current from the stack. Typically copper or gold-plated copper for high electrical conductivity. Two current collectors per stack. Must have appropriate dimensions and electrical properties."}, "material_context_data": {"name": "Proton-exchange membrane (PEM) fuel cell stack, 1 kW-class", "description": "Assembled PEM fuel cell stack with graphite bipolar plates, perfluorosulfonic acid membrane, and platinum on carbon catalyst layer. Includes gas diffusion layers and end plates. Target mass basis: per kg of finished stack.", "material_name": "Proton-exchange membrane (PEM) fuel cell stack, 1 kW-class"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Machinery & equipment"}} | |
| {"id": "0ba5ec3d4c2b55fc55f7853d", "input": {"market": {"name": "Market for Packaging material", "description": "Market for materials that fulfill Bulk packaging for finished aluminum deoxidation briquettes destined for steel producers. Primary format: woven polypropylene supersacks (bulk bags, ~1.5 tonne capacity, also known as FIBCs - Flexible Intermediate Bulk Containers). Alternative format: smaller woven polypropylene bags (25 lb / 50 lb capacity). Packaging must be food-grade or industrial-grade woven polypropylene suitable for holding dense metal briquettes. Quantity expressed as kg of packaging material per kg of briquettes produced."}, "material_context_data": {"name": null, "description": "Deoxidation briquette is an aluminium product made from recycled aluminum by mechanical means without the use of thermal processes. The briquette serves as a deoxidizer in the steel production process and is a full replacement for Al pyramids or other deoxidizing additives.\n\nMaterial composition: Aluminium: 95.0%; Silicon: 2.0%; Iron: 1.7%; Copper: 1.0%; Magnesium: 2.0%\n\nProduct attributes:\n- Geography: Slovakia\n- Recycled content: 100.0%", "material_name": "Deoxidation briquette from FENEGA"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "017e387ad72f8fafc485d645", "input": {"market": {"name": "Market for Electricity for mechanical processing and extrusion", "description": "Market for materials that fulfill Grid electricity for all facility operations including automated sorting equipment (NIR, density separators, metal detectors), industrial shredders and grinders, washing system motors and pumps, separation tank agitation, mechanical drying equipment, twin-screw extruder drive motors, pelletizer motors, material handling conveyors, and auxiliary equipment. Standard industrial grid electricity."}, "material_context_data": {"name": "SUMPOL IPP MF 6-10 (=S1040)", "description": "Isotactic Polypropylene blend for the modification of APP-bitumen mixtures in roofing felt with the specific features of improving the high temperature resistance and increasing the viscosity of the coating mass. Made of 100% recycled plastic input. 80% pre-consumer, 20% post-consumer.", "material_name": "SUMPOL IPP MF 6-10 (=S1040)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Electricity, steam & fuels"}} | |
| {"id": "8ddf15f4eb7f022817bb11fb", "input": {"market": {"name": "Market for Corrosion inhibitors", "description": "Market for materials that fulfill Chemical additives designed to protect metal surfaces during cleaning operations. Specific chemistry varies by formulation but must be effective in highly acidic environments and compatible with the cleaning formulation. Common types include triazoles, phosphonates, or proprietary blends. Liquid or powder form."}, "material_context_data": {"name": null, "description": "ULTRACARE ACID CLEANER is a concentrated cleaning product in a liquid form that can be diluted in water according to the amount of dirt and residue to be removed. UltraCare Acid Cleaner is based on a special inorganic acid, with a buffered formulation, whose advantage is to have an aggressiveness towards stains and efflorescence equal to that of much stronger acids (muriatic/ chloridian, sulfuric, etc.), without developing, like the latter, very dangerous toxic fumes.\n\nMaterial composition: Inorganic substances: 80.0%; Water: 14.0%; Organic substances: 9.0%; Phosphoric Acid: 15.0%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 0.0%", "material_name": "ULTRACARE ACID CLEANER"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "9dd9a0aa5145f096e391bede", "input": {"market": {"name": "Market for Electroplating service (nickel + chrome)", "description": "Market for materials that fulfill Outsourced electroplating service providing professional nickel base coat (minimum 12 micrometers thickness) and chromium decorative finish coat (minimum 0.2 micrometers thickness) on precision-machined brass faucet bodies. Service must include complete surface preparation (cleaning, degreasing), plating operations using German specialty chemicals (e.g., ATOTECH or equivalent), and post-plating rinsing. Final plated surface must pass 120-hour salt spray testing per ASTM B117 and meet aesthetic quality standards (smooth, bright, defect-free finish). Measured by mass of brass parts processed."}, "material_context_data": {"name": null, "description": "Damixa Kitchen Mixers are one-hand single lever mixers for installation in kitchen sinks. The mixers are mechanically operated to mix hot and cold water as well as regulate the water flow. Damixa kitchen mixers include built-in features such as Eco-save for limitation of water flow, Rub-clean for easy cleaning of the aerator, cold-start, and anti-scalding functions.", "material_name": "Kitchen Mixers"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Services"}} | |
| {"id": "5848f36029376c54d27caf05", "input": {"market": {"name": "Market for EVA resin", "description": "Market for materials that fulfill Ethylene-vinyl acetate copolymer (EVA) resin pellets or granules; primary polymer carrier providing flexibility and adhesion to mineral fillers. Virgin material, no recycled content. Must be compatible with processing temperatures of 200–260°C and suitable for HFFR cable compound applications."}, "material_context_data": {"name": null, "description": "The additive compound is suitable for moisture-sensitive applications as well as moisture absorption when used with recycled materials. It can be used to eliminate bad odor of goods produced from recycled raw materials, acts as an antioxidant + metal deactivator masterbatch, serves as a halogen-free flame-retardant char forming agent, and functions as an impact modifier that increases cracking resistance of HFFR cables and compounds. It also contains UV and heat stabilizers.\n\nMaterial composition: Aluminium Trihydroxide: 33.0%; EVA: 20.0%; Magnesium Hydroxide: 14.0%; Additive: 13.0%; Polyethylene: 10.0%; Calcium Carbonate: 10.0%\n\nProduct attributes:\n- Geography: Türkiye\n- Recycled content: 0.0%", "material_name": "Additive Compounds"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "946197e5dddd251b49cf73db", "input": {"market": {"name": "Market for Legume cover crop seeds", "description": "Market for materials that fulfill Seeds for leguminous cover crops including species such as Pueraria javanica, Pueraria phaseoloides, Centrosema pubescens, Calopogonium caeruleum, and Calopogonium mucunoides. Applied during plantation establishment and immature phase for soil protection, weed suppression, and nitrogen fixation. These seeds provide biological nitrogen fixation (123-151 kg N/ha/year) and nutrient cycling benefits. Amortized over the 25-year plantation life cycle."}, "material_context_data": {"name": "Palm fruit bunch - Indonesia", "description": "Fresh fruit bunches from oil palm trees in Indonesia, at palm mill gate", "material_name": "Palm fruit bunch - Indonesia"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "4786f65843afef11d2b9a010", "input": {"market": {"name": "Market for Packaging materials (pallets, stretch wrap, cardboard separators)", "description": "Market for materials that fulfill Secondary packaging materials consumed per kg of finished glass bottles shipped: wooden or plastic pallets, polyethylene stretch wrap film, and cardboard layer separators. Quantities depend on bottle size and pallet configuration for 767-782ml bottles."}, "material_context_data": {"name": null, "description": "The products included within the document are bottles designed for beverage use. They are produced by Zignago Vetro S.P.A. and their primary purpose is to contain beverages.\n\nMaterial composition: glass cullet (internal + PCR): 80.5%; sand: 12.5%; soda: 3.5%; dolomite: 3.0%; limestone: 0.5%; other: 0.5%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 67.5%", "material_name": "UVAG glass bottles 767-782 ml"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "913065a3ac405810806dcf42", "input": {"market": {"name": "Market for Formaldehyde scavengers", "description": "Market for materials that fulfill Chemical additives for reducing formaldehyde emissions from finished panels. Must help achieve regulatory emission standards (E0/E1 emission classes). Should be compatible with MUF resin system and applied during resin blending stage."}, "material_context_data": {"name": "Medium Density Fiberboard (MDF)", "description": "MDF panels for furniture manufacturing. Made from wood fibers bonded with MUF adhesive. Timber Products manufactuered in Oregon and California. Density ~768 kg/m3.\n\nProduct attributes:\n- Geography: North America", "material_name": "Medium Density Fiberboard (MDF)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "80565f698ffe3bc072360988", "input": {"market": {"name": "Market for Water", "description": "Market for materials that fulfill Potable process water used for dough hydration and sourdough starter feeding. Must meet food-grade quality standards. The quantity covers both dough mixing water and starter maintenance water."}, "material_context_data": {"name": "Buondì Cacao", "description": "sourdough baked product with frosting (10%), consisting of a dough leavened 22 hours and enriched by the frosting and granella", "material_name": "Buondì Cacao"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "a4d4c7ed7f1109e1a9dc94c6", "input": {"market": {"name": "Market for Tomato seedlings, cluster variety", "description": "Market for materials that fulfill Cluster/truss tomato variety seedlings suitable for hydroponic greenhouse production (e.g., Mernice variety or equivalent). Seedlings must be disease-free, ready for transplanting into substrate slabs, with typical fruit characteristics of 140-160g per fruit, 10-14 pieces per truss, and Brix 7-10 potential. Exchangeable among cluster tomato varieties bred for hydroponic systems."}, "material_context_data": {"name": "Cluster tomato", "description": "Hydroponic cluster tomato that is vine-ripened and harvested in clusters, keeping its freshness, nutritional value and juices for a prolonged time. Grown in state-of-the-art geothermal greenhouses.", "material_name": "Cluster tomato"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "8be8afb31330902798d86a06", "input": {"market": {"name": "Market for Aluminum scrap recycling credit", "description": "Market for materials that fulfill Recycled aluminum scrap generated from extrusion and fabrication losses (billet butt, front-end defect, stretcher scrap, cutting waste, quality rejects). Clean segregated aluminum scrap sent to secondary smelters or on-site remelting for conversion back into aluminum billets. This represents an avoided burden credit for displacing primary aluminum production. Negative quantity indicates environmental credit."}, "material_context_data": {"name": "RX 700 HP+", "description": "Aluminum thermal break profiles for casement windows and doors, made by assembling extruded aluminum alloy profiles and thermoplastic material rods, with surface finishing by painting, anodizing or sublimation. This product uses 21% primary aluminum and 79% recycled aluminum.", "material_name": "RX 700 HP+"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "b90ca86b37ccdc9841c25c2b", "input": {"market": {"name": "Market for Corn (glucose syrup)", "description": "Market for materials that fulfill Field corn processed to glucose syrup via starch hydrolysis (liquefaction and saccharification), serving as the sole carbon source for Aspergillus niger submerged fermentation to produce citric acid. Should be food/fermentation grade glucose syrup or equivalent corn starch feedstock suitable for enzymatic hydrolysis. China origin preferred to match integrated facility sourcing."}, "material_context_data": {"name": null, "description": "Calcium citrate is the calcium salt of citric acid, widely used as a dietary supplement and food additive to provide essential calcium for bone health. In the food industry, it acts as a buffering agent, firming agent, and preservative. It is valued in the pharmaceutical industry for its high bioavailability and ease of absorption. Additionally, calcium citrate is used in water treatment and cleaning agents due to its chelating properties.\n\nMaterial composition: Corn: 48.97%; Food Grade Calcium Carbonate: 21.81%; Calcium Carbonate: 14.81%; Sulfuric Acid: 14.4%\n\nProduct attributes:\n- Geography: China\n- Recycled content: 0.0%", "material_name": "Calcium Citrate"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "25558c3a3348a5ca59d1c119", "input": {"market": {"name": "Market for Citric acid (food-grade)", "description": "Market for materials that fulfill Food-grade citric acid used as an acidulant to ensure safe acidity levels (pH ≤4.6) in the final canned product. Must meet food safety standards for use in canned vegetables. This quantity represents citric acid dissolved in the tomato juice filling medium as specified in the product composition (5.5% of final product weight)."}, "material_context_data": {"name": null, "description": "Cirio peeled plum tomatoes is obtained only from selected tomatoes, using only tomatoes come from certified integrated production, harvested and processed on the same day\n\nMaterial composition: tomatoes: 93.7%; citric acid: 5.5%; water: 0.1%; salt: 0.04%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 58.0%", "material_name": "Cirio Peeled Plum Tomatoes"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "30c658448e0cf4168669b0c9", "input": {"market": {"name": "Market for Formaldehyde solution (formalin, 37-40%)", "description": "Market for materials that fulfill Aqueous formaldehyde solution at 37-40% concentration (formalin). Acts as the methylene-bridge-forming reagent in the Mannich reaction, reacting stoichiometrically with ethanolamine and tannin phenolic sites to introduce aminomethyl pendant groups. Residual free formaldehyde in final product is controlled to less than 0.1%. Quantity defined by formalin_to_product_ratio parameter (kg formalin solution per kg product)."}, "material_context_data": {"name": null, "description": "BEWAT is a natural-origin coagulant biopolymer for water treatment, based on natural extracts obtained from trees and plants from sustainable crops\n\nMaterial composition: water: 71.0%; 4-(7-hidroxi-6-(((2-hidroxietil)amino)metil) benzodihidropirano-2-il)benceno-1,2-diol: 28.0%; cloruro de 2-hidroxietilamonio: 3.0%; ácido clorhídrico: 0.1%; formaldehído: 0.1%\n\nProduct attributes:\n- Geography: Spain\n- Recycled content: 0.0%. aqueous cationic tannin polymer (quaternary ammonium chloride), final product is ~20–40% active, pH ≈2–3, formaldehyde <0.1%, metals negligible to ≤1% depending on grade—sourced from acacia bark tannins", "material_name": "BEWAT"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "0e88100f9fbd8c90348abf52", "input": {"market": {"name": "Market for Additives package", "description": "Market for materials that fulfill Functional additives blended into the film formulation including: (1) slip agents (fatty amides like erucamide or oleamide) that migrate to the surface to reduce coefficient of friction between film layers, (2) anti-block agents (inorganic particles like talc, silica, or kaolin) that prevent film layers from sticking by roughening the surface, and (3) UV stabilizers that protect against photodegradation during outdoor exposure. These additives should be suitable for polyethylene film extrusion, compatible with the polymer matrix, and able to maintain functionality in the final film product. Should be in pellet or powder form for blending."}, "material_context_data": {"name": null, "description": "The coloured and unprinted flexible PE plastic film intended to be used for industrial and agricultural packaging and protection applications.\n\nMaterial composition: Polyethylene: 89.5%; Vinyl acetate: 5.0%; Pigments: 7.25%; Additives: 1.75%\n\nProduct attributes:\n- Geography: Finland\n- Recycled content: 0.0%", "material_name": "Coloured PE Flexible Films, Unprinted"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Paper and plastic products"}} | |
| {"id": "d1a9ba18d031cc700df83f5c", "input": {"market": {"name": "Market for Preservatives and biocides", "description": "Market for materials that fulfill In-can preservatives (e.g., isothiazolinone-based biocides) to prevent microbial degradation of the wet paint during storage and distribution. Typically less than 0.5% of final product mass."}, "material_context_data": {"name": "Interior Paints (JUNO Junoprof)", "description": "Plastic paint with acrylic copolymers dispersed in aqueous medium for resistant coating with good washability on plaster, plasterboard, concrete and cement surfaces.\n\nProduct attributes:\n- Geography: Spain", "material_name": "Interior Paints (JUNO Junoprof)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "3e7f45425e3deb06708f267d", "input": {"market": {"name": "Market for Maracuja (passion fruit) concentrate", "description": "Market for materials that fulfill Food-grade concentrated passion fruit (maracuja) juice purchased as an ingredient and diluted with process water at the facility as part of the multifruit blend. Supplied in bulk or IBC containers suitable for food processing."}, "material_context_data": {"name": null, "description": "Soft Drink Multifruit: water, juices from apple and orange concentrate, peach and banana purees, maracuja drink from concentrate, flavors. Zero added sugar and gluten free.\n\nMaterial composition: water: 87.4%; peach: 9.0%; fruit concentrates: 6.0%; citric acid/ascorbic: 0.3%; flavors/vitamins: 0.1%\n\nProduct attributes:\n- Geography: Spain", "material_name": "Soft Drink Multifruit Brik 330 ml"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "142e288ca410d95ff2f4fbed", "input": {"market": {"name": "Market for Degassing agents (nitrogen or argon)", "description": "Market for materials that fulfill Inert gases for degassing molten aluminum to remove dissolved hydrogen and other entrained gases. Nitrogen or argon (preferred for higher quality) injected into the melt, sometimes mixed with small amounts of chlorine (typically 10% Cl2 concentration). Physical form: compressed industrial-grade gases. Must be dry and free of contaminants that could introduce additional hydrogen or impurities into the melt."}, "material_context_data": {"name": null, "description": "The aluminium plates and billets are intermediate products intended for the production of new objects. Aluminium scraps are melted with alloying elements to produce plates and billets through a casting process.\n\nMaterial composition: Aluminium scrap (pre-consumer): 65.1%; Aluminium scrap (post-consumer): 15.7%; Remelted ingots: 4.8%; Alloying elements: 2.8%; Primary aluminium: 11.5%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 80.8%", "material_name": "Aluminium homogenised plates and billets in 5000 green 80 plus alloy"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "2437657459b1eb2d7a5a8784", "input": {"market": {"name": "Market for EVA copolymer pellets", "description": "Market for materials that fulfill Ethylene vinyl acetate (EVA) copolymer pellets with 15-20% vinyl acetate content (18% typical). Required for film flexibility, heat-seal properties, and impact resistance. Non-exchangeable co-polymer component that contributes vinyl acetate to the final film composition. Must be compatible with polyethylene blend and suitable for blown film extrusion at 200-220°C."}, "material_context_data": {"name": null, "description": "The coloured and printed flexible PE plastic film intended to be used for industrial and agricultural packaging protection applications.\n\nMaterial composition: Polyethylene: 86.5%; Vinyl acetate: 5.0%; Pigments & Printing inks: 8.25%; Additives: 1.75%\n\nProduct attributes:\n- Geography: Finland\n- Recycled content: 0.0%", "material_name": "Coloured PE Flexible Films, Printed"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Paper and plastic products"}} | |
| {"id": "7df7a820d4408546a39ab5c2", "input": {"market": {"name": "Market for Primary Surfactant", "description": "Market for materials that fulfill Primary cleaning agent for liquid detergent formulation. Options include: (1) LABSA/LAS (Linear Alkylbenzene Sulfonate) - anionic surfactant providing strong grease removal and high foam, widely used in laundry detergents; (2) SLES (Sodium Laureth Sulfate) - anionic surfactant with good foaming and cleaning at 25-28% concentration; (3) Plant-based surfactants (e.g., Sodium Laurylglucosides Hydroxypropylsulfonate, alkyl glucosides) - nonionic/amphoteric, biodegradable, lower irritation. These surfactants are NOT directly interchangeable 1:1 due to different foam profiles, pH sensitivity, and cleaning mechanisms. Procurement should specify surfactant type and concentration suitable for the formulation design. Material should be in liquid or slurry form suitable for automated dosing systems."}, "material_context_data": {"name": null, "description": "ULTRACARE HD CLEANER is a concentrated detergent. Its special formula guarantees high-performance cleaning respecting the surfaces on which it is used. It is suitable for use on many different materials and can be used in different dilutions depending on the task to be carried out.\n\nMaterial composition: organic substances: 30.0%; inorganic substances: 5.0%; water: 70.0%; distribution packaging: 5.0%; consumer packaging: 10.0%\n\nProduct attributes:\n- Geography: global\n- Recycled content: 45.0%", "material_name": "ULTRACARE HD CLEANER"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "bec8019e5b8e6183372a687b", "input": {"market": {"name": "Market for Potassium oxide (K2O) source", "description": "Market for materials that fulfill Potassium oxide source material (typically potassium carbonate or feldspar) for glass formulation. Minor additive used to adjust glass properties and improve surface finish in float glass production."}, "material_context_data": {"name": null, "description": "Laminated Windshield composed of one Saint-Gobain Glass PLANICLEAR® and one Saint-Gobain Glass TSA3+® glass sheets. The two sheets are bonded together using a sheet of standard PVB (Polyvinyl Butyral).\n\nMaterial composition: TSA3+® glass: 52.0%; PLANICLEAR® glass: 39.0%; PVB (Polyvinyl Butyral): 8.0%; Mirror-bracket: 0.316%; Metal connector: 0.072%; Black enamel: 0.022%; Silver paste: 0.00028%\n\nProduct attributes:\n- Geography: Poland\n- Recycled content: 18.0%", "material_name": "Laminated Windshield 2.1/1.6 mm"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "4b9e3dd92cffb4abfaf57077", "input": {"market": {"name": "Market for Process water", "description": "Market for materials that fulfill Potable water meeting food safety standards for use in poultry processing. Used for scalding (50-57°C), chilling (maintaining below 4°C), and facility cleaning/sanitation. Minimum regulatory requirements are 0.25 gal/bird for scalding overflow and 0.50 gal/bird for chilling overflow. This represents the economically allocated portion of process water attributed to frozen breast meat production."}, "material_context_data": {"name": "Chicken breast fillet", "description": "frozen skinless and boneless chicken breast fillet", "material_name": "Chicken breast fillet"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "5dec376f53957a630f9aa664", "input": {"market": {"name": "Market for Furnace fuel (natural gas)", "description": "Market for materials that fulfill Natural gas for the melting furnace operating at 1,100-1,500°C to melt the glass batch into homogeneous molten glass. Conventional gas-fired recuperative furnace configuration. Supplied via pipeline to a glass mineral wool manufacturing facility in Europe. Expressed in MJ of natural gas energy content."}, "material_context_data": {"name": "Glass Mineral Wool Insulation", "description": "Lightweight glass mineral wool insulation with thermal performance 0.032-0.033 W/mK. Non-combustible. Uses ECOSE Technology bio-based binder. Knauf Insulation\n\nProduct attributes:\n- Geography: Europe", "material_name": "Glass Mineral Wool Insulation"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Electricity, steam & fuels"}} | |
| {"id": "2f21cf3d028a5efafba98d18", "input": {"market": {"name": "Market for Natural gas", "description": "Market for materials that fulfill Natural gas for process heat generation in boilers and process heating systems. Pipeline quality natural gas meeting industrial fuel specifications. Primary energy source providing >95% of plant thermal energy for reaction heating, distillation, and steam generation."}, "material_context_data": {"name": "TDI bio-cicular attributed feedstock", "description": "TDI T80 purchased from Covestro from their German facility with 50% ISCC PLUS certified bio-circular attributed feedstock via mass balance approach.", "material_name": "TDI bio-cicular attributed feedstock"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "74cdb0cbea76f62a8f9bafa7", "input": {"market": {"name": "Market for Electricity", "description": "Market for materials that fulfill Grid electricity for all electrically driven equipment across the process: reactor agitators, vacuum system compressors, melt discharge pumps, strand extruder drive motor, pelletizer, hot water extraction circulation pumps, vacuum evaporator for extraction liquor concentration, dryer fans and conveyors, and process control systems."}, "material_context_data": {"name": "PA6/610 (50/50 copolymer) unfilled resin, cradle-to-gate model", "description": "PA6/610 is a copolyamide (nylon) that combines PA6 (nylon 6) and PA610 (nylon 6,10) to create an engineering plastic with balanced performance characteristics.", "material_name": "PA6/610 (50/50 copolymer) unfilled resin, cradle-to-gate model"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Electricity, steam & fuels"}} | |
| {"id": "ed2eac74964ca2ad8e9bf3d9", "input": {"market": {"name": "Market for Electricity for compounding operations", "description": "Market for materials that fulfill Industrial electrical power for twin-screw extruder drive motor, barrel heating zones (resistance heaters), vacuum degassing pump, strand cooling system pumps, pelletizing equipment motors, gravimetric feeder motors, material conveying equipment, silo blending equipment, and auxiliary systems. Standard industrial power supply (3-phase AC, appropriate voltage for industrial equipment). Energy consumption includes both mechanical work (screw rotation, pelletizer cutting) and thermal energy (barrel heating via electric heaters)."}, "material_context_data": {"name": null, "description": "a homopolymer polyolefinic blend for the modification of bitumen in roofing felt production\n\nMaterial composition: plastic material (e.g., Atactic Polypropylene aPP): 59.0%; recycled plastics: 35.0%; additives (e.g. Calcium Carbonate): 6.0%; oils (100% recycled): 0.0%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 35.0%", "material_name": "PTC300 | Polypropylene for bituminous membranes"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Electricity, steam & fuels"}} | |
| {"id": "2006f9c9ef8d851c0fb98a2e", "input": {"market": {"name": "Market for CHO cell culture basal medium", "description": "Market for materials that fulfill Chemically defined, serum-free, animal-component-free liquid medium providing essential nutrients, amino acids, vitamins, and trace elements for CHO cell growth and antibody production. Must support high-density cell culture (>20 million cells/mL) and high productivity (20-70 pg/cell/day) while maintaining product quality attributes. Medium must be sterile-filtered, endotoxin-free (<0.25 EU/mL), and meet GMP standards. Typical formulation includes amino acids, glucose, vitamins, inorganic salts, and growth factors in aqueous solution."}, "material_context_data": {"name": null, "description": "One batch of Product A2B (Rituximab) is a monoclonal antibody drug substance that Samsung Biologics produces on a consignment basis and supplies to Roche.", "material_name": "Rituximab"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "5252f73042d12d12a25a242b", "input": {"market": {"name": "Market for Chlorine for water treatment", "description": "Market for materials that fulfill Chlorine for sanitizing washing water at 5-10 ppm concentration for initial washing stage to ensure food safety. Physical form: typically sodium hypochlorite solution or chlorine gas dissolved in water."}, "material_context_data": {"name": null, "description": "Cirio chopped tomatoes \"La polpadoro\" are obtained only from selected tomatoes, using only tomatoes come from certified integrated production, harvested and processed on the same day\n\nMaterial composition: tomatoes: 94.8%; salt: 0.8%; citric acid: 2.3%; water: 1.5%; primary packaging: 0.3%\n\nProduct attributes:\n- Geography: Italy", "material_name": "Chopped tomatoes \"La Polpadoro\""}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "daf63a9b8e54c4b25cf7a2ae", "input": {"market": {"name": "Market for Minor dry ingredients (salt, soy lecithin, natural flavors)", "description": "Market for materials that fulfill Grouped minor dry ingredients: (1) food-grade salt (sodium chloride, fine granular for flavor); (2) food-grade soy lecithin (liquid or powder emulsifier, 0.1-0.5% by weight, stabilizes oil-water interface during mixing); (3) natural flavors (liquid or powder, typically <0.1% by weight, e.g., vanilla or honey flavor). Each ingredient is <2% of total product mass; grouped due to low individual mass and low environmental impact significance."}, "material_context_data": {"name": "Nature Valley Crunchy Oats ’n Honey granola bars", "description": "A crisp, baked granola bar made primarily from whole grain rolled oats, sweetened with sugar and a touch of honey, and bound with canola (and/or sunflower) oil. Each pouch typically contains two thin crunchy bars. The classic Oats ’n Honey flavor lists whole grain oats, sugar, canola/sunflower oil, rice flour, honey, salt, brown sugar syrup, baking soda, soy lecithin, and natural flavor.", "material_name": "Nature Valley Crunchy Oats ’n Honey granola bars"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "050af68c91b0f968abdbfeb7", "input": {"market": {"name": "Market for Electricity for can manufacturing", "description": "Market for materials that fulfill Electrical energy for all aluminum can manufacturing equipment and operations including: cupping presses (forming shallow cups from blanks), bodymakers with draw-and-iron tooling (stretching cups through ironing rings), shell presses (forming can ends), conversion presses (scoring and tab attachment), trimmers (cutting to uniform height), washers (6-stage cleaning system), decorators/printers (high-speed rotary printing up to 2,000 cans/minute), neckers (reducing top diameter), vision inspection systems (photography and defect detection), palletizing equipment, material handling systems, compressed air generation, and facility utilities. Aggregate consumption for entire integrated can manufacturing process."}, "material_context_data": {"name": "12oz Aluminum can - industry standard", "description": "12oz Industry Standard Can Recycled Content: 0.82", "material_name": "12oz Aluminum can - industry standard"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Electricity, steam & fuels"}} | |
| {"id": "3e9422acc8339c3baf6728f0", "input": {"market": {"name": "Market for Cooling water makeup", "description": "Market for materials that fulfill Makeup water for the recirculating DC casting cooling system. High-purity water is preferred to prevent fouling and corrosion in the water-cooled molds and cooling manifolds. Used to replace evaporation and blowdown losses in the closed-loop cooling system (5-15% annual makeup requirement). Water must be compatible with cooling system materials (copper or aluminum molds) and suitable for direct water impingement on billet surfaces during solidification."}, "material_context_data": {"name": null, "description": "The aluminium billets are intermediate products intended for the production of new objects. Aluminium scraps are melted with alloying elements to produce billets through a casting process.\n\nMaterial composition: Primary aluminium: 94.9%; Aluminium scrap (pre-consumer): 4.1%; Remelted ingots: 0.5%; Alligans: 0.5%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 4.1%", "material_name": "Aluminium billets in 1050 - 3103 alloy"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "eccefdf03da0d48cf04a1fc8", "input": {"market": {"name": "Market for Thermal energy from steam or natural gas", "description": "Market for materials that fulfill Thermal energy delivered as steam or direct heat (typically from natural gas boilers) for: (1) cold break heating to 68°C, (2) cooking and concentration via evaporation to achieve 12-15% TSS, (3) maintaining hot fill temperature at 82-88°C, and (4) sterilization in boiling water or steam. Energy should be suitable for food processing operations with appropriate temperature control. The thermal energy distribution is approximately: evaporation/concentration 63-76%, cold break heating 15-31%, and sterilization 6-9% of total thermal energy."}, "material_context_data": {"name": "Sieved tomatoes \"La Rustica\"", "description": "Sieved tomatoes obtained only from selected tomatoes, using only tomatoes from certified integrated production, harvested and processed on the same day. Dense and full-bodied, ideal for quick cooking.", "material_name": "Sieved tomatoes \"La Rustica\""}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "2d2e510d42e2c67a0474b026", "input": {"market": {"name": "Market for Process and packing water", "description": "Market for materials that fulfill Potable water suitable for food processing, used throughout the process for soaking dry chickpeas, cooking/blanching, can washing, cooling operations, and as the primary component of the packing medium (brine). Must meet drinking water quality standards."}, "material_context_data": {"name": null, "description": "Italian chickpeas with a firm and full-bodied consistency, processed with extreme care to obtain an appetizing and rich in taste product. Without preservatives, naturally boiled, they come from our fields, in Emilia Romagna, Tuscany, Marche, Sicily, Sardinia, Puglia.\n\nMaterial composition: chickpeas: 25.9%; water: 72.5%; salt: 1.5%; ascorbic acid: 0.02%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 58.0%", "material_name": "Chickpeas Can 400g"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "1f21d37bcc3fc0dcfc62dd1e", "input": {"market": {"name": "Market for Vinylsilane monomer", "description": "Market for materials that fulfill Vinylsilane grafting agent for free-radical reactive extrusion, typically vinyltrimethoxysilane (VTMS, CAS 2768-02-7) or vinyltriethoxysilane (VTES, CAS 78-08-0). Injected as a liquid via precision dosing system into the extruder barrel. Must be anhydrous and handled under nitrogen blanket. Purity ≥98%. Full input mass is consumed (methoxy/ethoxy hydrolysis byproducts removed by vacuum devolatilization)."}, "material_context_data": {"name": "XLPE compound siloxane 1 step (KTT120PA)", "description": "KTT120PA is the product code of PolyCom XLPE compound in granule type, used for insulation in low voltage wire and cable production. Silane XLPE- one step technology – with KTT120PA code is a main product of PolyCom that mainly made of imported high-quality LLDPE and other suitable additives such as: cross-linking agents, antioxidant, heat stabilizer, etc. and being produced from a closed production process of mixing with other additives.", "material_name": "XLPE compound siloxane 1 step (KTT120PA)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "6e033a1b92a809be5e849025", "input": {"market": {"name": "Market for Catalyst/hardener for no-bake resin", "description": "Market for materials that fulfill Acid catalyst (for furan systems) or hardener (for phenolic systems) that initiates resin curing. Low-sulfur catalysts preferred for furan systems. Physical form: liquid. Must provide controlled cure time (typically 2-15 minutes) appropriate for large mold assembly."}, "material_context_data": {"name": "Wind-turbine hub – ductile iron, sand-cast and machined", "description": "A large structural rotor hub casting for utility-scale wind turbines, made from ductile (spheroidal graphite) cast iron (e.g., EN‑GJS‑400‑18 family). Manufactured via no‑bake sand molding, coreless induction melting, sand casting with risers and gating, shakeout and shot‑blast cleaning, then CNC finish machining of bearing seats, bolting patterns, and sealing faces. Typical density ≈7.1 g/cm³; chosen for toughness and fatigue resistance in low-temperature service. 50% scrap, 50% pig iron for the base.", "material_name": "Wind-turbine hub – ductile iron, sand-cast and machined"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "da20a66b3eabf7ca79db7416", "input": {"market": {"name": "Market for Natural gas for steam generation", "description": "Market for materials that fulfill Natural gas fuel for industrial boilers generating steam for thermal processes (hot/cold break treatment, optional vacuum evaporation, pasteurization). Must be pipeline-quality natural gas suitable for industrial combustion. Used to produce steam at various pressures for heat exchangers and direct heating applications."}, "material_context_data": {"name": null, "description": "Sieved tomatoes obtained only from selected tomatoes from certified integrated production, harvested and processed on the same day, steamed cooked to preserve flavor and color characteristics\n\nMaterial composition: tomatoes: 95.65%; water: 3.34%; salt: 0.36%; citric acid: 0.02%\n\nProduct attributes:\n- Geography: Europe\n- Recycled content: 25.0%", "material_name": "Sieved tomatoes steamed cooked"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "e6fa8f5ed9cd0c12f3f1088f", "input": {"market": {"name": "Market for Electrical energy", "description": "Market for materials that fulfill Grid electricity for all processing operations including: high-pressure water pumps and washing systems, laser/camera sorting equipment, cold-crushing machinery, refining equipment, conveyor systems, filling lines, cooling systems, labeling equipment, and palletization machinery. Represents the aggregate electrical energy consumption across all subprocesses."}, "material_context_data": {"name": null, "description": "Valfrutta chopped tomatoes \"Rossopizza denso\" are obtained only from selected tomatoes, using only tomatoes come from certified integrated production, harvested and processed on the same day. Ideal for pizzas with a strong tomato flavor and recipes with short cooking times. Dense and creamy tomato product.\n\nMaterial composition: tomatoes: 89.9%; salt: 0.2%; citric acid: 0.6%; water: 1.7%; primary packaging: 1.1%; secondary packaging: 1.7%; tertiary packaging: 1.1%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 3.23%", "material_name": "Chopped tomatoes \"Rossopizza denso\""}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "76f40b18a4b0e74f010f9a8c", "input": {"market": {"name": "Market for Methanol (net consumption)", "description": "Market for materials that fulfill Methanol (CH3OH) for use in (1) esterification reaction during WCO purification and (2) ring-opening/hydroxylation of epoxidized oil. High solvent recovery efficiency (99.38% in purification, 95% in ring-opening) means only net makeup methanol is required. Purity: ≥99.5% for chemical synthesis applications."}, "material_context_data": {"name": "Plant Oil Polyols", "description": "Plant Oil Polyols is typically produced on the base of Epoxidized Soybean Oil, but has been replaced with Purified Used Vegetable Cooking Oil in this product. Because of its safety and environmental protection, it achieved several patents and a new-material registration, CAS: 1621188-04-2.", "material_name": "Plant Oil Polyols"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "81dc05989c2be1e7df05da6c", "input": {"market": {"name": "Market for Thermal energy (steam/heat)", "description": "Market for materials that fulfill Aggregate thermal energy (heat) supplied via steam or direct natural gas heating for all thermal subprocesses: hot-break heating of crushed tomato pulp to 85–100°C (enzyme inactivation) and sterilization/pasteurization to achieve commercial sterility. No subprocess-level breakdown available; modeled as a single aggregate thermal input per kg of packaged product. Expressed in MJ."}, "material_context_data": {"name": "Cirio Passata Rustica Crushed Tomatoes", "description": "Cirio crushed tomatoes is obtained only from selected tomatoes, using only tomatoes come from certified integrated production, harvested and processed on the same day.", "material_name": "Cirio Passata Rustica Crushed Tomatoes"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "301b43bf93c19e33c65b94a5", "input": {"market": {"name": "Market for Ziegler-Natta catalyst", "description": "Market for materials that fulfill Modern 4th or 5th generation Ziegler-Natta catalyst consisting of magnesium chloride-supported titanium tetrachloride (60-85 wt% MgCl₂, 5-15 wt% TiCl₄, 10-25 wt% internal electron donor such as phthalate or diether compounds). The catalyst should achieve high productivity of 30-100+ kg PP per gram of catalyst and produce high isotacticity polypropylene (>94%). Should be suitable for hybrid loop-reactor and gas-phase polymerization processes."}, "material_context_data": {"name": "Ecolen Polypropylene homopolymer resins", "description": "The ECOLEN trade name corresponds to a wide variety of homopolymer polypropylene resins in the form of pellets. The various types with the ECOLEN trade name, are differentiated in terms of final properties and uses. Polypropylene applications are: Film, extrusion, injection, fiber and thermoforming", "material_name": "Ecolen Polypropylene homopolymer resins"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "5cc39c34672c2d0e3debfd35", "input": {"market": {"name": "Market for Mediterranean herbs (oregano and others)", "description": "Market for materials that fulfill Dried Mediterranean herbs for seasoning, primarily dried oregano (Origanum vulgare) and optionally other herbs (basil, thyme, rosemary). Must be food-grade quality, properly dried (moisture <10%), and free from contamination. Added during batch seasoning in mixing tanks before jar filling. Typical usage: 0.5-2% of final product weight."}, "material_context_data": {"name": "Pomodori Secchi Sottolio Alla Siciliana", "description": "Sundried tomatoes in oil, Sicilian style, made with sun-dried tomatoes that are softened and rehydrated in water and flavored with garlic and oregano, extra virgin olive oil and a pinch of salt and sugar", "material_name": "Pomodori Secchi Sottolio Alla Siciliana"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "95b1859a40b15c1068351dc3", "input": {"market": {"name": "Market for Additives Package", "description": "Market for materials that fulfill Performance additives for incorporation into Part A: defoamers, surfactants, flow and leveling agents, UV stabilizers, and organic bentonite rheology modifier. These are non-exchangeable functional additives each serving distinct roles in the final coating performance."}, "material_context_data": {"name": "Epoxy Coatings DUROFLOOR", "description": "Two-component colored epoxy coating with high strength and abrasion resistance. ISOMAT S.A..\n\nProduct attributes:\n- Geography: Greece", "material_name": "Epoxy Coatings DUROFLOOR"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "54499fa8557e11ce1800dd11", "input": {"market": {"name": "Market for Wheelset", "description": "Market for materials that fulfill MX wheel configuration: 29-inch front wheel and 27.5-inch rear wheel, each comprising hub, spokes, and rim. May be purchased pre-built or built at the facility (wheel building and truing subprocess included in assembly energy)."}, "material_context_data": {"name": "Electric mountain bike (e-MTB)", "description": "Electric mountain bike (e-MTB) with battery and motor.\n\nProduct attributes:\n- Geography: United States", "material_name": "Electric mountain bike (e-MTB)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Vehicles & transport equipment"}} | |
| {"id": "a63261c199b5116d100c4de4", "input": {"market": {"name": "Market for Lithium-ion rechargeable battery", "description": "Market for materials that fulfill Lithium-ion rechargeable battery pack (approximately 1280 mAh capacity at 3.7V nominal voltage) for portable operation. Must include battery cells, protection circuit module (PCM) with overcharge/overdischarge/short-circuit protection, and charging interface. Must provide sufficient runtime for typical laboratory use (>1000 pipetting cycles per charge). Must meet UN 38.3 transportation safety standards. Supplied as complete battery pack ready for integration."}, "material_context_data": {"name": "Multichannel pipette (12‑channel)", "description": "A handheld laboratory instrument for parallel liquid handling with 12 channels and adjustable volume. Typical construction combines injection‑molded ABS/PP/PC housings and controls; POM/acetal gears and piston racks; PTFE and silicone seals; and stainless‑steel piston shafts, springs, and fasteners. Many models are autoclavable and ergonomically counterbalanced, with tip‑ejector mechanisms and volume locks. Includes electronic delivery mechanism for precisely doling out the needed amounts.", "material_name": "Multichannel pipette (12‑channel)"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Machinery & equipment"}} | |
| {"id": "bfda70d4a8c48b5588b8257e", "input": {"market": {"name": "Market for Renewable electricity", "description": "Market for materials that fulfill Renewable electricity sourced from hydropower, wind, solar, or biomass. Represents 50% of total process electricity consumption. Sourced through power purchase agreements (PPAs), co-location with renewable generation facilities, or grid connections in high-renewable regions (e.g., Brazil, Nordic countries, Canada). Used for electrolysis, vacuum crystallization, centrifugation, drying, pumping, and other process operations."}, "material_context_data": {"name": "Sodium chlorate (NaClO3)", "description": "Sodium chlorate (NaClO3) is an efficient oxidising agent supplied in crystalline or liquid form under the brand name Eka SC. It is mainly used at pulp mills in the production of chlorine dioxide used for Elemental Chlorine-Free (ECF) bleaching of chemical pulp. It is also the preferred intermediate for sodium perchlorate and sodium chlorite manufacturing and has further industrial applications as a specialty oxidant. The processing uses 50% renewable energy.", "material_name": "Sodium chlorate (NaClO3)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "8134727a6cab88b68edcc456", "input": {"market": {"name": "Market for Vitamin premix", "description": "Market for materials that fulfill Blended vitamin premix formulated to meet the nutritional specification of the finished fruit drink (may include B vitamins, vitamin D, etc.). Food-grade, suitable for beverage applications. Dosed in small quantities during blending. Exact composition defined by product recipe."}, "material_context_data": {"name": null, "description": "Fruit drink orange, apple, carrot and lemon juice, water, juices from orange concentrate, apple, carrot and lemon, flavors. Zero added sugar and gluten free.\n\nMaterial composition: water: 94.4%; fruit concentrates: 4.9%; citric acid/ascorbic: 0.3%; flavors/vitamins: 0.3%; sweeteners: 0.1%\n\nProduct attributes:\n- Geography: Europe", "material_name": "Fruit Drink Orange, Apple, Carrot and Lemon Juice"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "3f3b36159496a78bebf7f31e", "input": {"market": {"name": "Market for Calcium Carbonate (CaCO3)", "description": "Market for materials that fulfill Ground limestone filler (calcium carbonate) in dry powder form. Supplied as virgin material. Functions as a mineral filler to adjust compound properties (density, stiffness). Required particle size appropriate for twin-screw compounding (typically d50 < 10 µm). Quantity represents the amount incorporated into the compound (2% of output mass), with negligible processing losses."}, "material_context_data": {"name": null, "description": "Polypropylene compound for bituminous membranes\n\nMaterial composition: Plastic material (Atactic Polypropylene aPP): 49.0%; Oils (100% recycled): 33.0%; Recycled plastics: 16.0%; Additives (Calcium Carbonate): 2.0%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 49.0%", "material_name": "PTC1500"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "13959c663677bc6808ca18d3", "input": {"market": {"name": "Market for Curing Agent / Hardener", "description": "Market for materials that fulfill Part B curing agent for two-component epoxy floor coating. Polyamine, polyamide, or amine adduct type hardener that chemically crosslinks with the epoxy resin during application. Should be compatible with the epoxy resin system for floor coating applications."}, "material_context_data": {"name": "Epoxy Coatings DUROFLOOR", "description": "Two-component colored epoxy coating with high strength and abrasion resistance. ISOMAT S.A..\n\nProduct attributes:\n- Geography: Greece", "material_name": "Epoxy Coatings DUROFLOOR"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "626c9be87dc731ce6a0b955e", "input": {"market": {"name": "Market for Metal cans (body + lid)", "description": "Market for materials that fulfill Matched set of tinplate steel or aluminum can body and lid for 400g food cans. 58% recycled content. Must be food-grade, suitable for retort sterilization at 121°C and hermetic sealing."}, "material_context_data": {"name": null, "description": "Italian chickpeas with a firm and full-bodied consistency, processed with extreme care to obtain an appetizing and rich in taste product. Without preservatives, naturally boiled, they come from our fields, in Emilia Romagna, Tuscany, Marche, Sicily, Sardinia, Puglia.\n\nMaterial composition: chickpeas: 25.9%; water: 72.5%; salt: 1.5%; ascorbic acid: 0.02%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 58.0%", "material_name": "Chickpeas Can 400g"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "b8d65f0c0412e1cd8a2a979e", "input": {"market": {"name": "Market for Whey powder and dairy ingredients", "description": "Market for materials that fulfill Whey powder, milk proteins, and dairy fat used to create the cheese powder base. These dairy ingredients provide the protein structure and fat content necessary for proper emulsion formation and final product reconstitution properties. May include sodium caseinate, buttermilk powder, or skim milk solids as functional dairy ingredients. Must be food-grade and suitable for spray drying applications."}, "material_context_data": {"name": "Kraft Macaroni & Cheese (Original) — dry boxed dinner", "description": "A shelf-stable boxed meal that contains enriched dry macaroni and a separate dry cheese sauce mix sachet. As sold, the consumer boils the pasta and mixes in the cheese powder with milk and butter/margarine. The package typically consists of a folding paperboard carton and a small LDPE film pouch for the cheese mix. The dry cheese mix is whey‑forward with dairy fat and milk proteins, providing the familiar cheddar-like flavor and color.", "material_name": "Kraft Macaroni & Cheese (Original) — dry boxed dinner"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "feb1200325f1694b2b74ea93", "input": {"market": {"name": "Market for Rolling lubricant makeup", "description": "Market for materials that fulfill Cold rolling lubricants for makeup to replace losses from evaporation, oil mist generation, and adherence to rolled material. Typically composed of load-bearing additives in light petroleum distillate oil, or oil-water emulsions for high-speed mills. Must be suitable for aluminum cold rolling applications with appropriate viscosity and additive package. Physical form: liquid oils or emulsions."}, "material_context_data": {"name": null, "description": "Flat rolled aluminium that is produced by casting aluminium through the melting of aluminium ingots / t-bars and then rolled down to thicknesses of 0.2 mm or thinner gauges.\n\nMaterial composition: Aluminium, primer ingot: 45.0%; Pre-consumer material: 45.0%; Post-consumer material: 5.0%; Iron: 1.0%; Manganese: 1.0%; Others: 1.0%\n\nProduct attributes:\n- Geography: Turkey\n- Recycled content: 5.0%", "material_name": "Aluminium Foil"}}, "expected_output": {"should_map": true}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "23f792488e424f5fd824a6a9", "input": {"market": {"name": "Market for Hydroxyl-functional resin dispersion", "description": "Market for materials that fulfill Aqueous dispersion serving as the base binder for Component A. Must be either: (1) waterborne polyurethane dispersion (PUD) with hydroxyl functionality at 30-50% solids content, or (2) acrylic-polyurethane hybrid dispersion at 30-50% solids content. The dispersion must have sufficient hydroxyl content to react with the isocyanate crosslinker. The remaining 50-70% is water as carrier medium. Should be purchased from established chemical suppliers (e.g., BASF, Covestro, Alberdingk, Bayer) and meet quality specifications for viscosity, pH (typically 7-9), and hydroxyl value. The dispersion provides the primary film-forming polymer for the coating system."}, "material_context_data": {"name": "Pure HD", "description": "2-component waterborne polyurethane topcoat for the renovation of resilient floor coverings on the base of PVC, rubber, or linoleum", "material_name": "Pure HD"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "cb0e0b2c9437d5dd5f4fc704", "input": {"market": {"name": "Market for Glass bottles or premium containers with closures", "description": "Market for materials that fulfill Glass bottles or premium food-grade containers with appropriate closures (caps/lids) for hot-fill packaging of passata. Containers must: (1) withstand hot fill temperatures of 82-88°C without thermal shock or breakage, (2) withstand subsequent sterilization in boiling water or steam (~100°C for 20 minutes), (3) provide hermetic seal when capped to ensure commercial sterility, (4) be suitable for ambient temperature storage for 6-12 months shelf life. Container size and design should be appropriate for retail or food service distribution of sieved tomatoes."}, "material_context_data": {"name": "Sieved tomatoes \"La Rustica\"", "description": "Sieved tomatoes obtained only from selected tomatoes, using only tomatoes from certified integrated production, harvested and processed on the same day. Dense and full-bodied, ideal for quick cooking.", "material_name": "Sieved tomatoes \"La Rustica\""}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "b6293e216423b573ce6371eb", "input": {"market": {"name": "Market for PC-ABS plastic housing assembly", "description": "Market for materials that fulfill Injection-molded polycarbonate-ABS blend housing components including outer shell and lid mechanism for benchtop microcentrifuge. Must be pre-fabricated, ready for assembly. Typical density 1.15-1.35 g/cm³. Should meet dimensional tolerances for microcentrifuge housing applications."}, "material_context_data": {"name": "Microcentrifuge", "description": "A benchtop laboratory centrifuge designed to spin 0.2–2.0 mL microtubes at high g-forces. Typical construction: a PC‑ABS plastic outer housing over a steel chassis; an aluminum tube rotor (or, on some models, carbon fiber) driven by a high‑speed electric motor; stainless-steel bowl/liner for containment and cleanability; a control PCB with display/buttons; copper wiring and small elastomeric feet/grommets. Non‑refrigerated units commonly weigh 3–14 kg; this model is normalized to 1 kg for LCA purposes.", "material_name": "Microcentrifuge"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "4b148de4f83a6f0f36d0bd06", "input": {"market": {"name": "Market for Milk solids fortification material", "description": "Market for materials that fulfill Material used to increase solids-not-fat content from natural levels (11-14%) to target levels (14-16% SNF) for improved yogurt texture and firmness. Acceptable options include: (1) skim milk powder, (2) full-fat milk powder, (3) whey protein concentrate (WPC), or (4) casein powder. Must be food-grade quality suitable for dairy fermentation. The specific type can be selected based on availability and desired yogurt characteristics."}, "material_context_data": {"name": "Yogurt Yomo Food Service", "description": "Yogurt prepared with Italian pasteurized fresh milk and fruit preparations, packaged in 125g polystyrene cups, sold as single units to the Ho.Re.Ca. (Hotels, Restaurants, Catering) market", "material_name": "Yogurt Yomo Food Service"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "5750ad6e006bca961cb5bcb8", "input": {"market": {"name": "Market for PVB (Polyvinyl Butyral) interlayer film", "description": "Market for materials that fulfill Polyvinyl butyral film suitable for automotive laminated safety glass applications. Film must maintain dimensional stability at clean room storage temperatures (7-15°C for manual handling, 15°C for automatic systems) to prevent blocking/sticking. Material should provide appropriate optical clarity, adhesion to glass surfaces, and mechanical properties for automotive windshield safety requirements. Film should be compatible with autoclave lamination at 135-150°C and 10-15 bar pressure."}, "material_context_data": {"name": null, "description": "Laminated Windshield composed of one Saint-Gobain Glass PLANICLEAR® and one Saint-Gobain Glass TSA3+® glass sheets. The two sheets are bonded together using a sheet of standard PVB (Polyvinyl Butyral).\n\nMaterial composition: TSA3+® glass: 52.0%; PLANICLEAR® glass: 39.0%; PVB (Polyvinyl Butyral): 8.0%; Mirror-bracket: 0.316%; Metal connector: 0.072%; Black enamel: 0.022%; Silver paste: 0.00028%\n\nProduct attributes:\n- Geography: Poland\n- Recycled content: 18.0%", "material_name": "Laminated Windshield 2.1/1.6 mm"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Vehicles & transport equipment"}} | |
| {"id": "654d0551307e2bf9717dbdcb", "input": {"market": {"name": "Market for Aluminum billet (6000 or 7000 series, industry average composition)", "description": "Market for materials that fulfill Pre-cast aluminum billets in 6000 series (Mg-Si alloys) or 7000 series (Al-Zn alloys), cylindrical form, ready for hot extrusion. Industry-average composition: 49% primary aluminum, 31% post-consumer recycled content, 20% post-industrial recycled content. Billets must be of consistent quality suitable for heating to 400-500°C and extrusion through dies. Typical billet diameters 5-12 inches depending on press capacity. The upstream dataset should reflect the specified composition blend."}, "material_context_data": {"name": "Extruded Aluminum (Industry Average)", "description": "Industry-average extruded aluminum in the United States and Canada. Baseline: 49% primary, 31% post-consumer recycled content, 20% post-industrial recycled content.\n\nProduct attributes:\n- Geography: North America", "material_name": "Extruded Aluminum (Industry Average)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "89c9770ae5af98758847243c", "input": {"market": {"name": "Market for Iron", "description": "Market for materials that fulfill Industrial-grade iron (Fe) as the primary ferromagnetic constituent of the Nd2Fe14B alloy. Must be suitable for vacuum induction melting. Quantity determined by the target Fe weight fraction in the alloy and the machining yield of the sintered block."}, "material_context_data": {"name": "NdFeB permanent magnet, sintered, Dy-doped", "description": "Sintered neodymium-iron-boron magnet with minor dysprosium added for high-temperature coercivity. Mass basis: per kg of finished magnet.", "material_name": "NdFeB permanent magnet, sintered, Dy-doped"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "c3c3482521f589a28519b602", "input": {"market": {"name": "Market for Aluminum coil, 3004 alloy", "description": "Market for materials that fulfill Pre-coated aluminum coil in 3004 alloy with 73% recycled content (50% post-consumer, 23% pre-consumer). Thickness: 0.010-0.012 inches. Width: 5-6 feet. The coil should arrive with pre-applied coating suitable for draw and iron beverage can body manufacturing. The alloy must have appropriate formability for high-speed cupping and ironing operations (2,500+ cups/minute, 1,500+ bodies/minute)."}, "material_context_data": {"name": "12oz Aluminum can - industry standard", "description": "12oz Industry Standard Can Recycled Content: 0.82", "material_name": "12oz Aluminum can - industry standard"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "3f129806f5ce736f2a5ce89d", "input": {"market": {"name": "Market for Hot-dip galvanized steel coil", "description": "Market for materials that fulfill Continuously hot-dip galvanized steel flat product conforming to EN10346:2015 standard. Must have minimum coating designation Z100 or higher to achieve ≥20 micron zinc coating thickness as specified in the product definition. Typical steel substrate thickness: 0.5-3.0mm. The zinc coating must be applied via continuous hot-dip galvanizing process at steel mills (not batch galvanizing). Material should be suitable for cold forming operations including laser/plasma cutting, CNC press brake bending, and welding. This is the primary structural material for cabinet body, doors, panels, and frames."}, "material_context_data": {"name": "Steel Cabinet (not coated)", "description": "a premium steel cabinet without coating, offering a rustic and authentic look combined with high durability, which is hot-dip galvanized according to EN10346:2015 \"Continuously hot-dip coated steel flat products for cold forming - Technical delivery conditions.\" The minimum coating thickness is 20 microns.", "material_name": "Steel Cabinet (not coated)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "a5ff0b0a783797e572c1e5bb", "input": {"market": {"name": "Market for Fruit concentrates (pineapple and other fruits)", "description": "Market for materials that fulfill Concentrated fruit juice ingredients for beverage formulation, primarily pineapple concentrate with possible blends of other fruit concentrates. Must be food-grade quality suitable for beverage production. Concentrates should be in liquid form at appropriate Brix levels (typically 60-70° Brix for fruit concentrates) and meet microbiological safety standards. May be pasteurized or aseptically processed. Should provide characteristic fruit flavor, color, and some natural sugar content."}, "material_context_data": {"name": null, "description": "Soft Drink Pineapple 1500 ml: pineapple juice, water, flavours. Zero added sugars and gluten free.\n\nMaterial composition: water: 93.4%; fruit concentrates: 6.0%; sweeteners: 0.46%; citric acid/ascorbic: 0.2%; flavors/vitamins: 0.07%\n\nProduct attributes:\n- Geography: Europe", "material_name": "Soft Drink Pineapple Brik 1500 ml"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "9e729e35b88f572e7bfebdf8", "input": {"market": {"name": "Market for Calcium aluminate cement", "description": "Market for materials that fulfill High-purity calcium aluminate cement (CAC) meeting ASTM C219 or EN 14647 standards, providing rapid strength development and fast-setting properties. Alumina content typically 40-80%. Supplied in bulk powder form suitable for dedicated silo storage to prevent cross-contamination with Portland cement."}, "material_context_data": {"name": "Surface preparation products (DUROSTICK D-64 and DUROSTICK D-65)", "description": "Self-leveling, fast-setting cement screed for smoothing and leveling floors. The average of two products: D-64 for thicknesses of 3-30mm and D-65 for thicknesses of 1-10mm.", "material_name": "Surface preparation products (DUROSTICK D-64 and DUROSTICK D-65)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Construction products"}} | |
| {"id": "3161072c8a9e02529e72ac71", "input": {"market": {"name": "Market for Aseptic carton packaging material", "description": "Market for materials that fulfill Multi-layer aseptic carton packaging material in webfed roll format suitable for 330ml Brik carton formation. Material composition should be approximately 75% wood fiber (paperboard), 21% HDPE (high-density polyethylene), and 4% aluminum foil with 24.1% recycled content. Compatible with Tetra Pak, SIG Combibloc, or Elopak aseptic filling systems. Material must be suitable for hydrogen peroxide sterilization and ultrasonic sealing. Trim waste should be minimal (<0.5%)."}, "material_context_data": {"name": null, "description": "Red orange beverage with grape, zero added sugars and gluten-free, in 330ml Brik packaging\n\nMaterial composition: water: 94.2%; fruit concentrates: 0.5%; citric acid/ascorbic acid: 0.2%; flavors/vitamins: 0.1%\n\nProduct attributes:\n- Geography: Europe\n- Recycled content: 24.1%", "material_name": "Derby Blue Bevanda Arancia Rossa Zero"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Paper and plastic products"}} | |
| {"id": "c83d6665c29d96800a90b7d9", "input": {"market": {"name": "Market for Ductile iron charge materials", "description": "Market for materials that fulfill Net ferrous charge materials for induction furnace melting to produce ductile iron EN-GJS-400-18: blend of pig iron, steel scrap, and ductile iron returns (gates, risers, internal scrap) in ratios achieving target chemistry. Must be suitable for ductile iron production with controlled carbon, silicon, manganese, phosphorus, and sulfur content. Approximately 59 kg per hub, net of internal recycled gates/risers and machining chips. Supplied as solid charge pieces suitable for induction furnace loading."}, "material_context_data": {"name": "A 50kg Wind-turbine hub – ductile iron, sand-cast and machined", "description": "A large structural rotor hub casting for utility-scale wind turbines, made from ductile (spheroidal graphite) cast iron (e.g., EN‑GJS‑400‑18 family). Manufactured via no‑bake sand molding, coreless induction melting, sand casting with risers and gating, shakeout and shot‑blast cleaning, then CNC finish machining of bearing seats, bolting patterns, and sealing faces. Typical density ≈7.1 g/cm³; chosen for toughness and fatigue resistance in low-temperature service. The hub weighs 50kg in total.", "material_name": "A 50kg Wind-turbine hub – ductile iron, sand-cast and machined"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "38569acde54f699a4d4999b3", "input": {"market": {"name": "Market for 40mm dynamic speaker drivers (pair)", "description": "Market for materials that fulfill Matched pair of 40mm dynamic speaker drivers sourced from specialized acoustic component suppliers. Must be pre-manufactured and tested for frequency response and impedance matching. Should meet specifications for premium audio quality in over-ear headphones."}, "material_context_data": {"name": "Bose over-the-ear headphones", "description": "Bose over-the-ear headphones are typical over-ear ANC cans.", "material_name": "Bose over-the-ear headphones"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Furniture & other goods"}} | |
| {"id": "3a202cc432941a4167e0fc5f", "input": {"market": {"name": "Market for PAN-based carbon fiber tow, 24k", "description": "Market for materials that fulfill Polyacrylonitrile (PAN)-based carbon fiber in 24,000-filament (24k) tow form for wet filament winding. Primary structural reinforcement of the composite pressure vessel overwrap. Tensile modulus typically 230–240 GPa, tensile strength ≥ 3500 MPa. Gross input quantity is higher than the net 56.00 kg in the finished cylinder to account for approximately 6% combined material loss during wet winding (fiber cut ends, roving breaks). Fiber waste is incinerated or landfilled."}, "material_context_data": {"name": "700 bar Type IV carbon-fiber composite hydrogen storage cylinder (100 L water volume, with valve)", "description": "Functional unit / boundary:\n- The requested material is 1 each fully assembled, empty (no hydrogen filled) Type IV compressed-hydrogen storage cylinder rated to 700 bar service pressure, 100 L water volume.\n- Boundary is cradle-to-gate for the cylinder + valve.\n\nMass and composition (empty product; hydrogen not included):\n- Total mass (cylinder + valve + labels as assembled): 102.30 kg.\n\nTier 1 (final assembly) — exact input materials per 1 finished cylinder:\nA) Composite overwrap (net on-cylinder mass = 78.40 kg)\n- Carbon fiber tow, PAN-based, 24k, epoxy-sized: 58.20 kg handled into winding cell -> 56.00 kg retained on cylinder; 2.20 kg fiber offcut/start-stop scrap (disposed).\n- Epoxy resin system total: 24.10 kg mixed/handled -> 22.40 kg cured on cylinder; 1.70 kg resin waste (mix pot residuals/flushes/off-ratio rejects, cured and disposed).\n - Epoxy base resin (DGEBA-type): 19.30 kg (subset of the 24.10 kg handled).\n - Amine hardener/curative (cycloaliphatic amine blend): 3.10 kg (subset of the 24.10 kg handled).\n\nB) Polymer liner + bosses + joining (net on-cylinder mass = 22.80 kg)\n- HDPE pellets (liner resin input): 13.95 kg -> 13.20 kg liner retained; 0.75 kg sprue/trim scrap reground and internally recycled.\n- Aluminum end-boss forged preforms (6061 alloy input): 3.05 kg -> 2.60 kg bosses retained; 0.45 kg machining chips collected and recycled as clean aluminum scrap.\n- Glass-fiber reinforced PA6 reinforcement rings/inserts: 0.40 kg retained.\n- Structural adhesive for boss-to-liner joint (2-part methacrylate): 0.18 kg retained.\n- FKM O-rings and seals: 0.06 kg retained.\n\nC) Valve and small hardware (net on-cylinder mass = 1.10 kg)\n- Cylinder valve assembly (metals): 0.95 kg retained.\n- Burst disk / fuse plug assembly: 0.10 kg retained.\n- Stainless fasteners/retainers: 0.05 kg retained.\n\nD) Marking / surface protection (retained mass = 0.04 kg)\n- Urethane protective coat: 0.30 kg sprayed -> 0.02 kg retained; 0.28 kg captured in filters as overspray waste.\n- PET label set + adhesive: 0.02 kg retained.\n\nTier 1 utilities and consumables per 1 finished cylinder:\n- Electricity: 62.0 kWh.\n- Natural gas (process heat for cure ovens, allocated): 410 MJ (LHV).\n- Nitrogen (inerting/blanketing/purges): 3.5 kg.\n- Process water (hydrostatic proof test makeup): 0.25 m3.\n\nTier 1 manufacturing steps (materials transformed; where scrap occurs):\n1) HDPE liner blow molding + trimming -> internal regrind of 0.75 kg trim.\n2) Aluminum boss machining -> 0.45 kg Al chips recovered for recycling.\n3) Boss-to-liner joining with adhesive + seals + PA6-GF rings -> 1.5% assemblies fail leak check (failed HDPE liner is shredded for polymer recycling; bosses recovered).\n4) Filament winding (impregnated wet winding) -> 2.20 kg carbon fiber scrap; 1.70 kg cured resin waste.\n5) Thermal cure (epoxy crosslinking) -> energy dominated by oven dwell.\n6) CNC trimming/sanding/coating/marking -> 0.35 kg cured composite trim/dust captured and disposed; 0.28 kg coating overspray waste captured in filters.\n7) Hydrostatic proof testing + NDT -> 0.8% cylinders fail final test (composite disposed; metals recovered).\n8) Valve installation + final QC.\n\nTier 2 (upstream suppliers) — key input production details and amounts tied to this cylinder:\nTier 2-A: Carbon fiber tow (PAN-based) production (supplying 58.20 kg tow)\n- PAN precursor requirement: 2.18 kg PAN precursor per 1.00 kg carbon fiber.\n- PAN precursor needed to supply 58.20 kg carbon fiber tow: 126.88 kg PAN precursor.\n- Tier 2-A unit operations: PAN polymerization -> wet spinning/coagulation -> washing/solvent recovery -> drawing -> stabilization/oxidation (air) -> carbonization (inert furnace) -> surface treatment + sizing -> winding.\n- Tier 2-A utilities per 1.00 kg carbon fiber: 35.0 kWh electricity; 280 MJ thermal energy; 1.2 kg nitrogen.\n- Tier 2-A wastes/byproducts per 1.00 kg carbon fiber: 0.03 kg solvent loss (captured/incinerated); carbonization offgas combusted with heat recovery.\n\nTier 2-B: Epoxy resin system (supplying 19.30 kg base resin + 3.10 kg hardener)\n- Epoxy base resin (DGEBA-type) route: BPA + epichlorohydrin reaction -> caustic dehydrohalogenation -> washing -> vacuum stripping.\n- Amine hardener route: hydrogenation/amination from petrochemical intermediates -> distillation -> blending to target cure profile.\n\nTier 2-C: HDPE resin (supplying 13.95 kg pellets)\n- Route: ethylene feedstock -> polymerization (gas-phase or slurry) -> pelletization.\n- Additives included in pellets: antioxidant package 0.2% by mass of HDPE pellets.\n\nTier 2-D: Aluminum alloy 6061 forged preforms (supplying 3.05 kg preforms)\n- Route: primary aluminum -> casting into billet -> forging into preforms -> solution heat treat + aging to T6.\n\nTier 2-E: Valve and burst hardware (supplying 0.95 kg valve + 0.10 kg burst assembly + 0.05 kg fasteners)\n- Route: metal machining (stainless/brass components) -> cleaning -> assembly -> leak testing -> serialized marking.\n", "material_name": "700 bar Type IV carbon-fiber composite hydrogen storage cylinder (100 L water volume, with valve)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "66dc4af8815b97221f0aa5cd", "input": {"market": {"name": "Market for Graphite electrodes", "description": "Market for materials that fulfill Graphite electrodes for the electric arc furnace (EAF) used in AZS refractory melting at 2000-2200°C. Electrodes are progressively oxidized and sublimated during arc operation, generating direct CO2 process emissions. High-purity graphite electrode grade suitable for EAF operation at temperatures exceeding 2000°C. Electrode diameter and grade must be compatible with the EAF design. Quantity represents net consumption (electrodes are not recovered)."}, "material_context_data": {"name": "Cruciform ER1682RX", "description": "Alumina Zirconia Silica refractory product in X shape used as energy saving parts in glass furnaces regenerator", "material_name": "Cruciform ER1682RX"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "2be6551e5a5ecee6fd9acd01", "input": {"market": {"name": "Market for Polyester polyol", "description": "Market for materials that fulfill Aromatic polyester polyol for TPU soft segment, molecular weight 500–8,000 g/mol, pre-dried to <0.05% moisture at 80°C before use. Must be compatible with MDI-based aromatic TPU polymerization targeting ~93 Shore A hardness for hydraulic sealing applications."}, "material_context_data": {"name": "Zurcon® Z20V", "description": "Proprietary Thermoplastic Polyurethane material based on aromatic diisocyanate and polyester diol, developed for hydraulic application sealing elements. Offers high wear and extrusion resistance, low compression set, a wide operating temperature range, minimal swelling in mineral oil and acceptable hydrolysis resistance. Typical application is the production of static and dynamic sealing elements for hydraulic cylinders in construction machineries, agricultural machines, forklifts, truck cranes, hydraulic presses, injection moulding machines.", "material_name": "Zurcon® Z20V"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "7b41824a4755fce3a3143d94", "input": {"market": {"name": "Market for Wholemeal wheat flour", "description": "Market for materials that fulfill Wholemeal (whole wheat) flour for croissant dough production. Must be food-grade wholemeal flour with bran and germ intact. Typical composition: 30-35% of total flour content in the dough. Used to provide fiber and nutritional value to the final product. Physical form: fine powder with characteristic brown color from bran particles."}, "material_context_data": {"name": "Cornetto integrale Misura Fibrextra", "description": "Croissant made with wholemeal flour and a rich variety of fibers from many different sources: from cereals (avena, farro, frumento, segale, grano saraceno) but also from fruit, vegetables and legumes (mela, piselli, limone, cicoria, topinambur).", "material_name": "Cornetto integrale Misura Fibrextra"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "2b21d03898578636a245f9fe", "input": {"market": {"name": "Market for Internal power supply module", "description": "Market for materials that fulfill Pre-assembled internal AC-DC power supply module rated at 12V DC output, specific to the Apple TV 4K 3rd gen power architecture. Must be fully assembled and tested by the supplier, arriving ready for mechanical integration and electrical connection to the PCBA."}, "material_context_data": {"name": "Apple TV", "description": "The Apple TV 4k (3rd gen) is a small box that plugs into the main TV. Do not include the packaging or remote, only model the apple TV itself.", "material_name": "Apple TV"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Machinery & equipment"}} | |
| {"id": "f2051b6975d0bf76f0d81391", "input": {"market": {"name": "Market for Wheelset with tires", "description": "Market for materials that fulfill Complete wheelset pre-assembled and ready for installation, including: aluminum rims (likely 30-35mm internal width), sealed-bearing hubs with 15mm front thru-axle and 12x148mm Boost rear thru-axle, stainless steel spokes, and tubeless-ready mountain bike tires (29\" or 27.5\" depending on frame size, 2.3-2.6\" width). Wheels should be true and tensioned. Total wheelset weight approximately 2.5-3.5 kg with tires."}, "material_context_data": {"name": "Full-suspension mountain bike (aluminum frame)", "description": "Full-suspension mountain bike with aluminum frame and mid-range drivetrain.\n\nProduct attributes:\n- Geography: Global", "material_name": "Full-suspension mountain bike (aluminum frame)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Vehicles & transport equipment"}} | |
| {"id": "037d946ca7f7593a6a5d0e9e", "input": {"market": {"name": "Market for Fresh Fruit Bunches (FFB)", "description": "Market for materials that fulfill Whole oil palm fresh fruit bunches (FFB) sourced from oil palm plantations (own estates, contracted smallholders, or independent suppliers). Must be ripe Tenera variety bunches. FFB quality directly determines oil extraction rate (OER, 20–25% CPO by mass) and kernel extraction rate (KER, 5–7% by mass). Standard acceptance specifications apply for ripeness and bunch condition. Quantity is the economically allocated share of total FFB processed."}, "material_context_data": {"name": "Crude Palm Oil (CPO)", "description": "1 kg of crude palm oil produced at a typical Southeast Asian mill. Major contributors are methane from palm oil mill effluent (POME), field N₂O from fertilizer, and upstream fertilizer manufacture; mills are generally energy self-sufficient using biomass residues, with small diesel use for field operations and boiler start-ups. Palm fruit sourced from RoW.", "material_name": "Crude Palm Oil (CPO)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "9b017874a031e8ee74384122", "input": {"market": {"name": "Market for Bio-based soft segment polyol", "description": "Market for materials that fulfill Bio-based polyol serving as the soft segment component in TPU polymerization. Must be derived from vegetable oils (e.g., soybean, castor), waste feedstocks (e.g., used cooking oil), or pulp industry residues. Acceptable types: polyester, polyether, polycarbonate, or hybrid polyols. Molecular weight typically 1000-2000 g/mol. Must meet purity specifications for reactive extrusion (low moisture content, appropriate hydroxyl number). Polyester polyols provide superior mechanical strength and oil resistance but are vulnerable to hydrolysis; polyether polyols offer excellent hydrolysis resistance and low-temperature flexibility; polycarbonate polyols provide superior durability and chemical resistance."}, "material_context_data": {"name": "TPU", "description": "TPU achieves up to 67% bio-based content using vegetable oils and pioneering second-generation waste feedstocks including used cooking oil and pulp industry residues, combined with flexible polyol options (polyester, polyether, hybrid, or polycarbonate) and conventional MDI/BDO chemistry. Production utilizes reactive twin-screw extrusion where polymerization occurs directly within the extruder at 120-220°C across segmented barrel zones with 1-3 minute residence times, eliminating separate reactor steps through precise liquid metering and stoichiometric control. The molten polymer feeds directly into an underwater pelletizing system operating at 10°C, enabling continuous production with maximum formulation flexibility and industry-leading bio-content from circular economy waste streams.", "material_name": "TPU"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "fdd61f59a6e298dacd5ae65c", "input": {"market": {"name": "Market for Sodium hydroxide solution 32%", "description": "Market for materials that fulfill Sodium hydroxide solution at 32% concentration (w/w) for neutralization of citric acid to form trisodium citrate at pH 6.5-7.5 and temperature 60-80°C. The NaOH solution must be food-grade or pharmaceutical-grade quality suitable for production of food-grade sodium citrate. This is the largest single input by mass (approximately 41% of total inputs)."}, "material_context_data": {"name": null, "description": "Sodium Citrate typically appears as a white, crystalline powder or granular substance. It is odorless, has a saline, mildly tart flavor, and is highly soluble in water. It is used in cleaning products due to its ability to bind with metals, which makes it effective in detergents and water treatment. Additionally, it serves as an anticoagulant in blood products and as a stabilizer in dairy products and beverages.\n\nMaterial composition: Corn: 36.86%; Sodium Hydroxide (32%): 41.03%; Calcium Carbonate: 11.22%; Sulfuric Acid: 10.9%\n\nProduct attributes:\n- Geography: China\n- Recycled content: 0.0%", "material_name": "Sodium Citrate"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "a7e44bf1f5359a18ebae8da3", "input": {"market": {"name": "Market for Worsted wool yarn", "description": "Market for materials that fulfill 100% worsted-spun wool yarn wound on cones, arriving pre-dyed or in natural undyed form. No dyeing at this facility. Must be compatible with V-bed flat-bed knitting machines (7-14 gauge). Approximately 1.1-1.2 kg consumed per 1.0 kg finished sweater to account for knitting process losses (panel start/end waste, defect-related reknitting). Upstream spinning and any dyeing burdens are carried by the yarn."}, "material_context_data": {"name": "Crewneck wool sweater (100% wool, fully fashioned knit)", "description": "A mid-gauge, long-sleeve crewneck sweater knitted from 100% wool worsted yarn and manufactured using fully fashioned (knit-to-shape) panels that are linked at the seams. Typical features include a ribbed collar, cuffs, and hem. For this model, the finished garment mass is 1.0 kg; the sweater is assumed to be produced from pre-dyed or natural (undyed) wool yarn with no additional wet processing at the final assembly facility.", "material_name": "Crewneck wool sweater (100% wool, fully fashioned knit)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Textiles, footwear & apparel"}} | |
| {"id": "3d48c2262218dd021fc475fb", "input": {"market": {"name": "Market for Metal cans with food-grade lining", "description": "Market for materials that fulfill Steel or aluminum cans with food-grade interior lining (epoxy or polymer-based) to prevent interaction between acidic fruit and metal. Must provide hermetic seal capability and product protection. Can size varies by product specification (common sizes include #2.5 cans)."}, "material_context_data": {"name": null, "description": "Clingstone peaches of the day, handpicked with care from the fertile regions of Northern and Central Greece, preserved in light syrup with no preservatives, pasteurized product\n\nMaterial composition: peaches: 60.9%; water: 25.0%; sugar: 5.48%; glucose: 8.4%; citrus acid: 0.15%\n\nProduct attributes:\n- Geography: Greece\n- Recycled content: 75.0%", "material_name": "FALANI Canned Peaches in Light Syrup"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "419ef14080f6ee39fc63419f", "input": {"market": {"name": "Market for Virgin polymer additives package", "description": "Market for materials that fulfill Integrated system of virgin chemical additives for stabilizing and enhancing recycled polyolefin compounds, including: antioxidants for thermal protection during processing and service life, processing aids to improve extrusion flow and reduce gel formation, compatibilizers (such as maleic anhydride-grafted polymers and reactive elastomers like SEBS-g-MA) to improve polyolefin-polyolefin compatibility and bitumen adhesion, acid scavengers to neutralize acidic degradation products, and desiccants for moisture absorption. Supplied as masterbatch pellets or powders suitable for gravimetric feeding."}, "material_context_data": {"name": null, "description": "Atactic Polyolefinic Compounds for Bitumen Modification\n\nMaterial composition: recycled plastics: 50.5%; recycled oils: 35.9%; additives: 9.0%; plastic material: 4.6%\n\nProduct attributes:\n- Geography: Belgium\n- Recycled content: 86.4%", "material_name": "SUMFLEX NGX9000"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "10a99e6890654dc7ac1ffa15", "input": {"market": {"name": "Market for Polyethylene resin blend (LLDPE/LDPE)", "description": "Market for materials that fulfill Blend of linear low-density polyethylene (LLDPE) and low-density polyethylene (LDPE) pellets for blown film extrusion. LLDPE should comprise 85-90% of the blend and LDPE 10-15%. LLDPE density: 0.914-0.925 g/cm³, melt flow index suitable for blown film extrusion. LDPE density: 0.920-0.926 g/cm³. The blend must be suitable for processing at 390-450°F (200-230°C) in single-screw extruders with L/D ratio 24:1 to 30:1. Virgin resin pellets only, no recycled content."}, "material_context_data": {"name": null, "description": "The natural and printed and flexible PE plastic film intended to be used for industrial and agricultural packaging protection applications.\n\nMaterial composition: Polyethylene: 91.0%; Vinyl acetate: 5.5%; Printing inks: 2.5%; Additives: 1.5%\n\nProduct attributes:\n- Geography: Europe\n- Recycled content: 0.0%", "material_name": "Natural PE Flexible Films, Printed"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Paper and plastic products"}} | |
| {"id": "564de294605ae9920fcac3cc", "input": {"market": {"name": "Market for Apple juice concentrate (65-72° Brix)", "description": "Market for materials that fulfill Concentrated apple juice at 65-72° Brix for reconstitution. Must meet Codex Alimentarius standards for apple juice concentrate. Typical commercial grade at 65-70° Brix. Used as part of the fruit blend in the final beverage."}, "material_context_data": {"name": null, "description": "Fruit drink orange, apple, carrot and lemon juice, water, juices from orange concentrate, apple, carrot and lemon, flavors. Zero added sugar and gluten free.\n\nMaterial composition: water: 94.4%; fruit concentrates: 4.9%; citric acid/ascorbic: 0.3%; flavors/vitamins: 0.3%; sweeteners: 0.1%\n\nProduct attributes:\n- Geography: Europe", "material_name": "Fruit Drink Orange, Apple, Carrot and Lemon Juice"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "7441e75283c632d309fed03a", "input": {"market": {"name": "Market for Aluminum frame, 6061 alloy, black anodized", "description": "Market for materials that fulfill 6061 aluminum alloy frame with black anodized finish for structural support and mounting of solar modules. Must meet mechanical strength requirements for wind and snow loads, approximately 350g per residential module."}, "material_context_data": {"name": "Solar module - US/Vietnam", "description": "A residential solar module purchased by a US installer with the following specifications: 54 mono wafers per module with 24 grams of poly-silicon per wafer mono cell, silicon content of 3.24 grams per watt, 350 grams Aluminum per module frame with 6061 alloy and black anodized finish, high transmittance tempered low iron glass that is 3.2mm thick and 1.95 square meters of glass per module. Polysilicon manufacturing: Michigan, US Module manufacturing (silicon wafer production, solar cell production, and module assembly): Vietnam Aluminum frame: Vietnam Glass: Indonesia PCF must include the entire silicon PV module supply chain: metallurgical-grade silicon production, solar-grade silicon (polysilicon) production, silicon ingot production (including pulling, bricking/squaring, scrap recycling), wafer production, cell production, and module assembly (including frame). Include energy for manufacturing buildings and utilities, accounting for losses and breakages throughout production, and transportation between manufacturing steps, while using location-based electricity emission factors. The PCF excludes balance of system components (racks, cables, inverters)", "material_name": "Solar module - US/Vietnam"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "80119db960444a088c785638", "input": {"market": {"name": "Market for Thermal energy", "description": "Market for materials that fulfill Process heat and steam for MDF manufacturing operations including: steam for pre-steaming chips and defibration (170°C), hot air for flash drying (up to 260°C), and heat for hot pressing platens (170-200°C). Typically supplied by biomass boilers burning wood waste (82% in US facilities) and natural gas (18%). Accounts for approximately 76% of total energy consumption. May include steam recovery systems that capture 30-50% of steam from refining blow line for reuse."}, "material_context_data": {"name": "Medium Density Fiberboard (MDF)", "description": "MDF panels for furniture manufacturing. Made from wood fibers bonded with MUF adhesive. Timber Products manufactuered in Oregon and California. Density ~768 kg/m3.\n\nProduct attributes:\n- Geography: North America", "material_name": "Medium Density Fiberboard (MDF)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Electricity, steam & fuels"}} | |
| {"id": "c3bf5c4f95ec707ec0bb222c", "input": {"market": {"name": "Market for Whole grain rolled oats", "description": "Market for materials that fulfill Bulk whole grain rolled oats (also known as old-fashioned oats or flaked oats). Must be food-grade, whole grain certified. Primary dry ingredient by mass. Typical moisture content 10-12%. Delivered in bulk bags, totes, or bulk silos. Must be free of foreign material and meet food safety standards."}, "material_context_data": {"name": "Nature Valley Crunchy Oats ’n Honey granola bars", "description": "A crisp, baked granola bar made primarily from whole grain rolled oats, sweetened with sugar and a touch of honey, and bound with canola (and/or sunflower) oil. Each pouch typically contains two thin crunchy bars. The classic Oats ’n Honey flavor lists whole grain oats, sugar, canola/sunflower oil, rice flour, honey, salt, brown sugar syrup, baking soda, soy lecithin, and natural flavor.", "material_name": "Nature Valley Crunchy Oats ’n Honey granola bars"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "0762da151cf8efc7a98a9aba", "input": {"market": {"name": "Market for Preservation oil", "description": "Market for materials that fulfill Food-grade vegetable oil for preservation medium and flavor carrier. Options: (A) Extra virgin olive oil (traditional Sicilian style, preferred for premium products) with acidity ≤0.8% and meeting EU Reg 2568/91 or USDA standards, or (B) Refined sunflower oil (cost optimization option) meeting Codex Stan 210-1999. Oil serves as covering medium in the final jar (not fully absorbed by tomatoes). Must withstand pasteurization at 80°C without degradation."}, "material_context_data": {"name": "Pomodori Secchi Sottolio Alla Siciliana", "description": "Sundried tomatoes in oil, Sicilian style, made with sun-dried tomatoes that are softened and rehydrated in water and flavored with garlic and oregano, extra virgin olive oil and a pinch of salt and sugar", "material_name": "Pomodori Secchi Sottolio Alla Siciliana"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "74e8be47ff3219c3e776cfa8", "input": {"market": {"name": "Market for Tinplate steel cans", "description": "Market for materials that fulfill Three-piece tinplate steel cans (body, lid, base) with food-grade internal lacquer/enamel coating suitable for acidic tomato products. Standard commercial size for peeled tomatoes (approximately 400g net weight capacity). Tinplate thickness 0.18–0.23 mm. Cans must contain approximately 58% recycled steel content as specified in the product description. Sourced from can manufacturers compliant with EU food contact material regulations. Mass approximately 60–80g per can, corresponding to approximately 0.15–0.20 kg of tinplate per kg of canned product."}, "material_context_data": {"name": null, "description": "Cirio peeled plum tomatoes is obtained only from selected tomatoes, using only tomatoes come from certified integrated production, harvested and processed on the same day\n\nMaterial composition: tomatoes: 93.7%; citric acid: 5.5%; water: 0.1%; salt: 0.04%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 58.0%", "material_name": "Cirio Peeled Plum Tomatoes"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "45a2ba867a7b85ea4ca4fda7", "input": {"market": {"name": "Market for PC/ABS plastic enclosure parts", "description": "Market for materials that fulfill Pre-molded polycarbonate/acrylonitrile butadiene styrene (PC/ABS) blend plastic enclosure components with minimum 75% post-consumer recycled (PCR) content. Must be suitable for compact power bank housing with provisions for foldable USB-C connector, appropriate dimensional tolerances for assembly, and adequate impact resistance and heat distortion temperature for consumer electronics application. Typical enclosure mass approximately 75g per 100g power bank unit."}, "material_context_data": {"name": "Anker Nano Power Bank (22.5W, built‑in USB‑C, model A1653) — per 1 kg of product", "description": "Pocket-sized 5,000 mAh (~18 Wh) portable power bank with a foldable USB‑C connector and bi‑directional charging; advertised at 22.5 W profiles with a listed total output of 18 W max. Unit mass ~100 g; the exterior uses ~75% post‑consumer recycled (PCR) plastic. Typically includes a compact primary carton. Key subassemblies: one Li‑ion pouch cell, a small FR‑4 PCB with packaged ICs/passives, copper connectors, and a PC/ABS enclosure.", "material_name": "Anker Nano Power Bank (22.5W, built‑in USB‑C, model A1653) — per 1 kg of product"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "557acf2176f4655519843a9a", "input": {"market": {"name": "Market for Graphite electrodes", "description": "Market for materials that fulfill Consumable graphite electrodes for electric arc furnace operation. Electrodes must withstand arc temperatures of 3000-5000°C and are consumed through oxidation, erosion, and thermal stress during fusion of ceramic materials at 2000-2200°C. Standard industrial grade graphite electrodes suitable for electric arc furnace applications."}, "material_context_data": {"name": "Alumina Zirconia AZ40", "description": "Alumina zirconia abrasive grains. They are produced by fusing zirconia and alumina in an electric arc furnace. After that, the fused material is quenched and crushed to each grit size. After crushing, the product is sieved and packaged. AZ40 can be also treated.", "material_name": "Alumina Zirconia AZ40"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "414fea66188c4135fcdbdf51", "input": {"market": {"name": "Market for Barium titanate powder with dopants", "description": "Market for materials that fulfill BaTiO₃ powder with controlled Ba/Ti ratio between 2.85-2.88, containing dopants including yttrium at 1.05 wt%, calcium at <0.01-1.5 wt%, and rare earth elements. The powder must have controlled particle size suitable for tape casting to form 3-10 μm thick dielectric layers. This is the primary dielectric material for X7R MLCC production."}, "material_context_data": {"name": "Multilayer ceramic capacitor (MLCC), X7R dielectric", "description": "Barium titanate-based dielectric with internal electrodes and nickel barrier layers; some legacy variants use small fractions of palladium-silver in paste. Mass basis: per kg of finished MLCCs.", "material_name": "Multilayer ceramic capacitor (MLCC), X7R dielectric"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "09379a3ef618138a1b441c66", "input": {"market": {"name": "Market for Fresh whole eggs", "description": "Market for materials that fulfill Fresh whole eggs providing minimum 4% egg yolks by weight per Italian panettone regulations. Eggs contribute to rich texture, golden color, and structural integrity of the final product. Should be food-grade quality suitable for industrial bakery use."}, "material_context_data": {"name": "Il Panettone tradizionale Mini 90 g", "description": "A sourdough baked product, traditional Italian Panettone cake in a mini 90g format", "material_name": "Il Panettone tradizionale Mini 90 g"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "0fbcd3e63b34a0ed2e68d40e", "input": {"market": {"name": "Market for PONPGDA Monomer", "description": "Market for materials that fulfill Propoxylated neopentyl glycol diacrylate (PONPGDA), difunctional acrylate monomer contributing to crosslink density and cure speed in UV-curable ink. CAS 84170-74-1. May be petroleum-derived or bio-based (renewable). Supplied as a low-viscosity clear liquid. Purity ≥98%. Delivered in drums or IBC totes."}, "material_context_data": {"name": null, "description": "UV inks specially formulated to provide a wide colour gamut and consistent, repeatable results. They contain up to 50% of monomers and oligomers derived from renewable organic matter. They contain no VOCs and are free of heavy metals.\n\nMaterial composition: Dipropylene glycol diacrylate: 35.0%; 4-hydroxybutyl acrylate: 35.0%; Trimethylbenzoyldiphenyl Phosphine Oxide: 8.5%; Aliphatic Urethane Acrylate: 12.5%; Propoxylated neopentyl glycol diacrylate: 9.0%; Phosphine oxide, phenylbis(2,4,6-trimethyl benzoyl): 3.0%; 2-Phenoxyethyl acrylate: 0.3%\n\nProduct attributes:\n- Geography: United Kingdom\n- Recycled content: 0.0%", "material_name": "NOZOMI® UV Ink"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "255b4f3e70e129d78d7de166", "input": {"market": {"name": "Market for Refined cellulose feedstock", "description": "Market for materials that fulfill Refined cellulose in bale or sheet form, either cotton linters (short-staple cellulose fibers from cottonseed, ≥98% alpha-cellulose) or dissolving-grade wood pulp (kraft or sulfite, ≥90% alpha-cellulose). Must be suitable for cellulose ether production. Moisture content typically 5–10%. Procurement location: Shandong, China region."}, "material_context_data": {"name": null, "description": "A kind of non-ionic cellulose mixed ether made from cotton and wood. It is widely used in water-based latex coatings, construction and building materials, printing ink, oil drilling and other fields. In the field of building materials, it is used as a gelling agent and water retaining agent for cement, gypsum and lime, and is an excellent admixture for powder building materials.\n\nMaterial composition: organic cotton: 82.35%; ethylene oxide: 9.41%; sodium hydroxide: 76.47%; methyl chloride: 52.94%\n\nProduct attributes:\n- Geography: Shandong, China", "material_name": "hydroxyethyl methyl cellulose (HEMC)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "2e277795cb32487377499f9a", "input": {"market": {"name": "Market for Primary alloying elements", "description": "Market for materials that fulfill Virgin alloying element additions (silicon, magnesium, copper, manganese in proportions appropriate for the CP13 alloy specification) purchased to adjust final melt composition. These carry full upstream production burdens."}, "material_context_data": {"name": null, "description": "The studied aluminium ingot is an intermediate product intended for the production of new objects. Aluminium scraps are melted with some alloying elements and ingots are produced through a casting process.\n\nMaterial composition: Aluminium scrap (post-consumer): 44.0%; Aluminium scrap (pre-consumer): 39.6%; Alloying elements: 11.3%; Alloying elements (scrap): 5.1%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 83.6%", "material_name": "Aluminium ingots, code 023517 (Alloy CP13)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "2c6c54a4cbc49ee40310e78f", "input": {"market": {"name": "Market for Oleic acid", "description": "Market for materials that fulfill High-purity oleic acid (≥99% purity, C18:1 free fatty acid) for esterification with glycerol to produce glyceryl monooleate intermediate. Food/pharma grade preferred for regulated applications. CAS 112-80-1."}, "material_context_data": {"name": "Diacetyl Epoxy Plant Glyceride Oleate (HM-828)", "description": "A main plasticizer with excellent non-migration performance, which is synthesized by esterification, epoxidation, polymerization and other steps with vegetable oil as the main raw material. It is produced by acetylized and esterized soybean oil with safe, green, and non-toxic characteristics. Used in refrigerator seals, cling film, special cables, blood transfusion bags, medical equipment, charging piles, children's toys, etc.", "material_name": "Diacetyl Epoxy Plant Glyceride Oleate (HM-828)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "c7f80913e7a89ee870ce8a88", "input": {"market": {"name": "Market for Graphite electrodes", "description": "Market for materials that fulfill High-purity graphite electrodes for the electric arc furnace, capable of sustained operation at temperatures exceeding 2000°C. Consumed during arc melting via tip sublimation and side oxidation. Electrode oxidation produces CO2 as a direct process emission. Required in the quantity specified by graphite_electrode_kg per kg of primary AZS block output."}, "material_context_data": {"name": "ER 1681® DALLE TJ", "description": "Alumina Zirconia Silica refractory product used for glass furnace paving applications. The production of the final product uses 75% non-grid renewable electricity. The aluminum production also uses 75% non-grid renewables.", "material_name": "ER 1681® DALLE TJ"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "b09464f7764747951e8976c9", "input": {"market": {"name": "Market for Recycled monoethylene glycol (ASTM E1177 EG-1)", "description": "Market for materials that fulfill Pre-purified recycled monoethylene glycol meeting ASTM E1177 EG-1 grade (engine coolant grade quality, ≥99.8 wt% MEG, water content ≤0.05 wt%). Sourced from external glycol recyclers or PET depolymerization facilities. Delivered in bulk liquid form. Must be free of significant contaminants and meet purity specifications for heat transfer fluid formulation."}, "material_context_data": {"name": "EarthCare Glycol E", "description": "EarthCare Glycol E is based on recycled glycol. Glycol E stands for its monoethylene glycol that offers a wide range of applications and provides long-lasting protection, reduced viscosity, increased heat capacity and thermal conductivity below the freezing point. The added inhibitor contains no substances classified as CMR, and the product is nitrite, amine, phosphate, borax and silicate free. The inhibitor provides excellent protection for aluminium, copper, alloys, iron and other metals. The additives used also inhibit foaming and the growth of microorganisms. Its composition is uncolored, as color additives are not environmentally friendly. This product is designed to be used for all building and process applications such as closed cooling and heat recovery systems, solar collectors, hot and cold loops and industrial process cooling.", "material_name": "EarthCare Glycol E"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "b46d3b2567a3a36739522c6c", "input": {"market": {"name": "Market for Real cheddar cheese", "description": "Market for materials that fulfill Real cheddar cheese in shredded fresh form or cheddar cheese powder form. Must deliver characteristic aged cheddar flavor and fat content. Shredded cheddar contains approximately 37% moisture; cheddar powder is nearly anhydrous. Either form is acceptable; formulation water is adjusted accordingly. Must meet food-grade dairy specifications."}, "material_context_data": {"name": "Pepperidge Farm Goldfish Cheddar crackers", "description": "Baked, fish-shaped snack crackers made primarily from soft-wheat enriched flour, real cheddar cheese, and vegetable oil (canola and/or sunflower and/or soybean), seasoned with salt and spices. Typical nutrition per 100 g is about 467 kcal with ~67% carbohydrates, ~17% fat, ~10% protein and ~4% moisture; sodium is ~0.83 g per 100 g, yielding a crisp, low-moisture cracker with classic cheddar flavor.", "material_name": "Pepperidge Farm Goldfish Cheddar crackers"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "1bfb43ff12a38e7b84f779c1", "input": {"market": {"name": "Market for Monomers (reactive diluents)", "description": "Market for materials that fulfill Reactive acrylate monomers for UV-curable ink formulation, including Tetrahydrofurfuryl Acrylate, Isobornyl Acrylate, and similar acrylate monomers. These are liquid chemicals with viscosity-controlling and cure-speed properties. Must be suitable for UV polymerization (315-405 nm wavelength) and compatible with inkjet piezo printheads. Typical formulation range 30-60% by weight. Purity requirements for inkjet applications (low contaminants to prevent printhead clogging)."}, "material_context_data": {"name": null, "description": "Range of UV inks specially formulated to provide a wide colour gamut and consistent, repeatable results. Contains various colors: Cyan, Yellow, Magenta, Black, LT Yellow, LT Cyan, LT Mageta, LT Black and White.\n\nMaterial composition: Tetrahydrofurfuryl Acrylate: 20.0%; Vinyl caporlactam: 20.0%; Isobornyl Acrylate: 7.5%; Metanona, (difenilfosfinil)(2,4,6-trimetilfenil): 7.5%; Caprolactam: 0.55%; Propoxylated neopentyl glycol: 0.55%; Pigment Blue: 0.55%; 2-Hidroximetiltetrahidrofurano: 0.55%\n\nProduct attributes:\n- Geography: United Kingdom\n- Recycled content: 0.0%", "material_name": "VUTEK GSLX UV INK RANGE"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "a374f00c48a32a1b3d6138fe", "input": {"market": {"name": "Market for Virgin atactic polypropylene pellets", "description": "Market for materials that fulfill Atactic polypropylene (aPP) in pellet form, 2-4mm diameter. Atactic PP is an amorphous polymer with irregular, random chain structure resulting in low crystallinity and rubbery properties. Suitable for bitumen modification applications. Must be suitable for twin-screw extrusion compounding at temperatures of 180-220°C."}, "material_context_data": {"name": null, "description": "a homopolymer polyolefinic blend for the modification of bitumen in roofing felt production\n\nMaterial composition: plastic material (e.g., Atactic Polypropylene aPP): 59.0%; recycled plastics: 35.0%; additives (e.g. Calcium Carbonate): 6.0%; oils (100% recycled): 0.0%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 35.0%", "material_name": "PTC300 | Polypropylene for bituminous membranes"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "b85ed38e225d1a1ec63dd0d4", "input": {"market": {"name": "Market for Hydroponic nutrient solution concentrates", "description": "Market for materials that fulfill Multi-component fertilizer concentrates supplying all macro- and micronutrients for hydroponic tomato production (nitrogen, phosphorus, potassium, calcium, magnesium, iron, zinc, trace elements). Delivered as two-part concentrate A and B tanks. Quantity represents net consumption after 90-95% drainage recirculation — reflecting plant uptake and minor discharge losses only, not gross solution volume."}, "material_context_data": {"name": "Cluster tomato", "description": "Hydroponic cluster tomato that is vine-ripened and harvested in clusters, keeping its freshness, nutritional value and juices for a prolonged time. Grown in state-of-the-art geothermal greenhouses.", "material_name": "Cluster tomato"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "b30563eb1c5a954ef41155c6", "input": {"market": {"name": "Market for EPDM rubber", "description": "Market for materials that fulfill Ethylene propylene diene monomer (EPDM) rubber supplied as pelletized or baled/raw form. Used as the elastomeric phase in TPV compounding. Must be suitable for dynamic vulcanization in a co-rotating twin-screw extruder. May require pre-drying if moisture content is elevated."}, "material_context_data": {"name": "Santoprene™ TPV (representative mid‑durometer PP/EPDM grade)", "description": "Santoprene is a brand name for thermoplastic vulcanizate (TPV), a premium type of thermoplastic elastomer developed by ExxonMobil Chemical Company.", "material_name": "Santoprene™ TPV (representative mid‑durometer PP/EPDM grade)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "b6dba919a6a3295e66abecfb", "input": {"market": {"name": "Market for Tackifying resins (C5/C9 hydrocarbon resins or rosin esters)", "description": "Market for materials that fulfill Tackifying resins to provide initial tack and adhesion properties. Acceptable types include C5 aliphatic hydrocarbon resins, C9 aromatic hydrocarbon resins, C5/C9 copolymer resins, or rosin esters (glycerol ester of rosin, pentaerythritol ester of rosin). Must be compatible with synthetic rubber and solvent system. Typical specifications: softening point 80-120°C, acid number <10 mg KOH/g. Can be supplied as solid pellets or flakes for continuous metering."}, "material_context_data": {"name": "BITUBOND N", "description": "Single component solvent based synthetic rubber adhesive used for bonding bitumen fiber boards, bitumen felt, plastic, laminates, veneer boards, rubber and plastic edging strips, rubber, leather, linoleum, felt, cork, foam to wood, chipboard, concrete, stone, metals and bitumen surfaces.", "material_name": "BITUBOND N"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "14f7f4ef3d6c71dcbb061c8d", "input": {"market": {"name": "Market for Casting brass alloy ingots", "description": "Market for materials that fulfill Brass alloy ingots for gravity casting of the valve body, spout, and handle. Standard alloy is ZCuZn40Pb2 (58-63% Cu, 37-42% Zn, ~2% Pb). Lead-free alternatives (silicon brass CuZn21Si3P or bismuth brass) are acceptable substitutes for regulatory compliance. Must be suitable for gravity casting at ~1000°C in induction furnaces. Quantity represents net consumption: brass incorporated in finished castings plus irrecoverable dross/oxidation losses (~1-3% of gross melt). All casting scrap (gates, runners, risers) and machining chips are remelted internally and are NOT included in this quantity."}, "material_context_data": {"name": null, "description": "Damixa Kitchen Mixers are one-hand single lever mixers for installation in kitchen sinks. The mixers are mechanically operated to mix hot and cold water as well as regulate the water flow. Damixa kitchen mixers include built-in features such as Eco-save for limitation of water flow, Rub-clean for easy cleaning of the aerator, cold-start, and anti-scalding functions.", "material_name": "Kitchen Mixers"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "4a605266030dfd8f8309a45a", "input": {"market": {"name": "Market for Primary alloying elements", "description": "Market for materials that fulfill Virgin primary alloying additions to achieve target PS18 aluminum alloy composition. Typical elements include silicon (Si), magnesium (Mg), copper (Cu), manganese (Mn), and others as required by the alloy specification. Supplied as master alloys, pure metal ingots, or hardeners. Full upstream production burden applies."}, "material_context_data": {"name": null, "description": "The studied aluminium ingot is an intermediate product intended for the production of new objects. Aluminium scraps are melted with some alloying elements and ingots are produced through a casting process.\n\nMaterial composition: Aluminium scrap (post-consumer): 21.1%; Aluminium scrap (pre-consumer): 64.9%; Alloying elements: 13.4%; Alloying elements (scrap): 0.6%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 86.6%", "material_name": "Aluminium ingots, code 023518 (Alloy PS18)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "18943eb8e043acf2256aabce", "input": {"market": {"name": "Market for Ti-6Al-4V billet", "description": "Market for materials that fulfill Titanium alloy Ti-6Al-4V (Grade 5) billet or bar stock conforming to ASTM F620 (forging grade) or ASTM F136 (wrought grade) specifications. Composition approximately 90% titanium, 6% aluminum, 4% vanadium with density 4.43 g/cm³. Material must be certified for medical implant use with full traceability documentation and material certificates. Billet should be in appropriate size for hot forging operations."}, "material_context_data": {"name": "Hip implant stem – Ti‑6Al‑4V, forged + precision machined (cradle‑to‑gate, per 1 kg output)", "description": "An orthopedic femoral hip implant stem manufactured from Ti‑6Al‑4V (Grade 5) wrought billet. The stem is produced via billet reheat and closed‑die forging to a near‑net preform, post‑forge heat treatment (e.g., beta/solution anneal), and precision machining to final geometry and surface finish. Nominal alloy composition is ~90% titanium, 6% aluminum, and 4% vanadium, with density ~4.43 g/cm³ and excellent biocompatibility and corrosion resistance.", "material_name": "Hip implant stem – Ti‑6Al‑4V, forged + precision machined (cradle‑to‑gate, per 1 kg output)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "a7f411a6fd5b12d34376ec6a", "input": {"market": {"name": "Market for Grape juice concentrate", "description": "Market for materials that fulfill Concentrated grape juice at 60–68°Brix, supplied as frozen or liquid concentrate. Provides natural sweetness in lieu of added sugars. Must meet food-grade specifications for sugar content, Brix, and microbiological quality."}, "material_context_data": {"name": "Soft Drink Blood Orange", "description": "water, juices from red orange and grape concentrate, flavors, currant and carrot extract. Zero added sugars and gluten free.", "material_name": "Soft Drink Blood Orange"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "3f1d8fe929d7325bf88a07b7", "input": {"market": {"name": "Market for Whole oat groats (cleaned and dehulled)", "description": "Market for materials that fulfill Cleaned and dehulled whole oat groats with 12-13% moisture content. The groats must be food-grade quality, free from contaminants, and suitable for instant oatmeal production. These represent the primary raw material after upstream cleaning and dehulling operations have removed the hulls (which comprise 28-32% of the original oat kernel)."}, "material_context_data": {"name": "Quaker Instant Oatmeal – Apples & Cinnamon (dry mix)", "description": "A sweetened instant oatmeal made primarily from whole grain rolled oats blended with white sugar, unsweetened dried apple pieces, cinnamon, a pinch of salt, and natural flavor. Sold as single‑serve pouches (typically ~43 g) designed to be prepared rapidly with hot water or milk. Each serving delivers about 29 g of whole grains with apple‑and‑cinnamon flavor and a light sweetness.", "material_name": "Quaker Instant Oatmeal – Apples & Cinnamon (dry mix)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "07be09d3525a5405b3f9f3f7", "input": {"market": {"name": "Market for Italian Durum Wheat Semolina", "description": "Market for materials that fulfill Fine granular semolina milled from 100% Italian durum wheat, approximately 10–14% moisture content. Primary raw material constituting the bulk of the pasta mass. Must meet food-grade standards for pasta production. Net consumption accounts for internal reprocessing of pasta scraps back into dough."}, "material_context_data": {"name": "Pasta di semola Agnesi", "description": "Semolina pasta made with 100% Italian durum wheat, produced in various long and short formats, packed in compostable packaging", "material_name": "Pasta di semola Agnesi"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "9958139e23a6b051972aaaa4", "input": {"market": {"name": "Market for Remelted aluminum ingots", "description": "Market for materials that fulfill Remelted aluminum ingots produced from secondary processing of scrap or dross recovery. These are pre-processed recycled aluminum in ingot form, ready for use in melting furnaces without additional processing. Should meet similar purity and cleanliness standards as primary ingots, with aluminum content suitable for producing 1050-3103 alloy billets. Delivered as solid ingots that can be charged directly into melting furnaces alongside primary aluminum."}, "material_context_data": {"name": null, "description": "The aluminium billets are intermediate products intended for the production of new objects. Aluminium scraps are melted with alloying elements to produce billets through a casting process.\n\nMaterial composition: Primary aluminium: 94.9%; Aluminium scrap (pre-consumer): 4.1%; Remelted ingots: 0.5%; Alligans: 0.5%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 4.1%", "material_name": "Aluminium billets in 1050 - 3103 alloy"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "6e010abab793401f87e6eebc", "input": {"market": {"name": "Market for Fatty acid thickener precursor", "description": "Market for materials that fulfill Hydroxylated fatty acid material for lithium soap formation via saponification. Acceptable options: (1) 12-hydroxystearic acid (12-HSA) as refined single fatty acid, or (2) hydrogenated castor oil (HCO) containing ~90% 12-HSA equivalent. Physical form: waxy solid or semi-solid at room temperature. Purity: >95% for 12-HSA, food/technical grade for HCO. Must be suitable for saponification with lithium hydroxide to form lithium 12-hydroxystearate soap thickener."}, "material_context_data": {"name": null, "description": "Suitable for the continuous grease supply lubrication of mill auxiliary equipment and caster auxiliary equipment in the steel industry which works on the temperatures -20°C to 120°C\n\nMaterial composition: Base oil: 87.86%; Fatty acid: 6.8%; Lithium hydroxide: 3.3%; Additive (phosphoric acid): 0.97%; Lime (calcium hydroxide): 0.78%; Water: 0.29%\n\nProduct attributes:\n- Geography: China", "material_name": "Sinopec MEP Grease NLGI grade 1"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "2bce333fca59a06617da4ac3", "input": {"market": {"name": "Market for Woven nylon shell fabric with DWR finish, 20-30 denier", "description": "Market for materials that fulfill Pre-finished woven nylon fabric with durable water repellent (DWR) coating applied at the fabric mill. Lightweight fabric with 20-30 denier specification suitable for outdoor apparel outer shell applications. The DWR treatment must be applied during fabric production to ensure even distribution and durability. Material should arrive ready for cutting and assembly without requiring additional finishing treatments."}, "material_context_data": {"name": "Arc’teryx-style faux-down (synthetic) puffer jacket — 1 kg functional unit", "description": "A technical insulated jacket similar in design to Arc’teryx synthetics: lightweight woven nylon shell and liner (≈20–30D) with DWR finish, polyester staple-fiber insulation (Coreloft-like) quilted in baffles, full-length coil zipper, elasticized cuffs/hem and standard labels. The modelled garment weighs 1.00 kg finished at factory gate.", "material_name": "Arc’teryx-style faux-down (synthetic) puffer jacket — 1 kg functional unit"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Textiles, footwear & apparel"}} | |
| {"id": "8a6b4c2dd4654c8c8286482c", "input": {"market": {"name": "Market for Aluminum foil for carton packaging", "description": "Market for materials that fulfill Aluminum foil suitable for aseptic carton packaging material as oxygen and light barrier layer. Must be suitable for lamination in multi-layer structure. Represents the aluminum component (typically 5% of packaging material mass) from pre-manufactured carton material supplied in rolls for form-fill-seal operations."}, "material_context_data": {"name": null, "description": "Soft Drink Multifruit: water, juices from apple and orange concentrate, peach and banana purees, maracuja drink from concentrate, flavors. Zero added sugar and gluten free.\n\nMaterial composition: water: 87.4%; peach: 9.0%; fruit concentrates: 6.0%; citric acid/ascorbic: 0.3%; flavors/vitamins: 0.1%\n\nProduct attributes:\n- Geography: Spain", "material_name": "Soft Drink Multifruit Brik 330 ml"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "d71ee8143fef7011f8ac3f16", "input": {"market": {"name": "Market for Geothermal heat", "description": "Market for materials that fulfill Thermal energy from on-site geothermal wells (hot water or steam at 95–120°C) distributed through heating pipes throughout the greenhouse structure to maintain target growing temperatures (75–82°F daytime, 65–70°F nighttime). Replaces natural gas heating in conventional greenhouses. Includes heat for the main growing area, propagation area, and post-harvest handling area. Quantity in MJ of thermal energy delivered."}, "material_context_data": {"name": "Cucumber", "description": "Fresh hydroponic cucumber grown in geothermal greenhouses", "material_name": "Cucumber"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "b7ce9c569da299b63d939184", "input": {"market": {"name": "Market for Isophthalic acid (IPA)", "description": "Market for materials that fulfill Isophthalic acid (IPA), CAS 121-91-5, solid aromatic diacid, polymer-grade purity (>99.5%). Used as co-acid monomer at approximately 30 mol% of total diacid content in PCTA copolyester. Supply in bulk or super-sack form."}, "material_context_data": {"name": "poly(1,4-cyclohexanedimethylene terephthalate-co-isophthalate) (PCTA)", "description": "PCTA (Polycyclohexylene Dimethylene Terephthalate) is a copolyester known for its exceptional clarity, toughness, and chemical resistance.", "material_name": "poly(1,4-cyclohexanedimethylene terephthalate-co-isophthalate) (PCTA)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "26178aa195371d99fb46d479", "input": {"market": {"name": "Market for PFSA membrane (Nafion or equivalent)", "description": "Market for materials that fulfill Perfluorosulfonic acid (PFSA) polymer membrane, typically Nafion brand or equivalent. Thickness: 17-50 micrometers (commonly 25 μm for backup power applications). PTFE-reinforced for mechanical strength. Must be suitable for proton-exchange membrane fuel cell applications with high proton conductivity and chemical stability. Can be supplied as bare membrane for catalyst coating or as catalyst-coated membrane (CCM) precursor."}, "material_context_data": {"name": "Proton-exchange membrane (PEM) fuel cell stack, 1 kW-class", "description": "Assembled PEM fuel cell stack with graphite bipolar plates, perfluorosulfonic acid membrane, and platinum on carbon catalyst layer. Includes gas diffusion layers and end plates. Target mass basis: per kg of finished stack.", "material_name": "Proton-exchange membrane (PEM) fuel cell stack, 1 kW-class"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Machinery & equipment"}} | |
| {"id": "ecbf1b4dc3269835e1d4170d", "input": {"market": {"name": "Market for Stainless steel mechanical stage assembly", "description": "Market for materials that fulfill Pre-assembled XY translation stage with precision linear guides and micrometer drive mechanisms, made of stainless steel. Must provide smooth, repeatable sub-micron positional control of sample in X and Y axes. Sourced as a complete sub-assembly."}, "material_context_data": {"name": "Inverted fluorescence microscope", "description": "A laboratory-grade optical instrument designed for imaging fluorescently labeled samples from below. Typical features include a rigid aluminum frame with precision stainless-steel stage mechanics, a multi-element optical train (objectives, tube/relay lenses, prisms, dichroics, emission/excitation filters), high-intensity LED or laser illumination, one or more PCB assemblies for motor drives and camera/illumination control, polymer outer covers, and copper wiring harnesses. Components are assembled and aligned in a controlled/clean area prior to shipment.", "material_name": "Inverted fluorescence microscope"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Machinery & equipment"}} | |
| {"id": "464536c6a429867db51fd3ae", "input": {"market": {"name": "Market for Wiring harnesses and connectors", "description": "Market for materials that fulfill Pre-fabricated wiring harnesses, copper busbars, and electrical connectors for internal cell interconnections, BMS signal wiring, inverter power wiring, and external connection ports. Specific to Powerwall 3 electrical design. Quantity is net mass in finished unit."}, "material_context_data": {"name": null, "description": "A Tesla Powerwall 3 with battery capacity 13.5kWh, total weight of installed unit 132 kg, including 124 kg powerwall 3 and 6.5 kg of glass front cover and 1.9 kg of wall bracket. Dimensions 1105x609x193 mm. Purchased by Sunrun in California", "material_name": "Tesla Powerwall battery"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Machinery & equipment"}} | |
| {"id": "09fd526000bb8f18e3391dc7", "input": {"market": {"name": "Market for Graphite electrodes for electric arc furnace", "description": "Market for materials that fulfill Consumable graphite electrodes suitable for electric arc furnace operation at temperatures exceeding 2300°C for melting alumina-based refractory materials. Electrodes must withstand oxidation and thermal stress during arc melting operations. These are consumed through oxidation and evaporation during furnace operation."}, "material_context_data": {"name": null, "description": "Alumina fused refractory product in X shape used as energy saving parts in glass furnaces regenerator\n\nMaterial composition: Aluminium oxide (Al2O3): 87.5%; Magnesium oxide (MgO): 7.5%; Sodium oxide (Na2O): 4.5%; Silica (SiO2): 0.5%\n\nProduct attributes:\n- Geography: France\n- Recycled content: 0.0%", "material_name": "CruciformⓇ ER5312RX"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "9067f8dd069e418a7fbe12f8", "input": {"market": {"name": "Market for Magnesium alloying addition", "description": "Market for materials that fulfill Magnesium alloying addition to achieve 5000-series alloy composition (typically 4.0-4.9% Mg target for 5083-type alloys). Typically supplied as aluminum-magnesium master alloy (Al-Mg) rather than pure magnesium due to high vapor pressure and solubility challenges of pure Mg. Physical form: ingots or granules of Al-Mg master alloy with specified magnesium content (e.g., 50% Mg in Al-Mg50 master alloy). Must be clean and dry to avoid hydrogen pickup."}, "material_context_data": {"name": null, "description": "The aluminium plates and billets are intermediate products intended for the production of new objects. Aluminium scraps are melted with alloying elements to produce plates and billets through a casting process.\n\nMaterial composition: Aluminium scrap (pre-consumer): 65.1%; Aluminium scrap (post-consumer): 15.7%; Remelted ingots: 4.8%; Alloying elements: 2.8%; Primary aluminium: 11.5%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 80.8%", "material_name": "Aluminium homogenised plates and billets in 5000 green 80 plus alloy"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "ef17074f5c8a6a2ac3d5aa3a", "input": {"market": {"name": "Market for Galvanized steel drums", "description": "Market for materials that fulfill Galvanized steel drums for packaging the liquid colloidal silica dispersion in larger volumes. Represents 3.6% of the total material composition (product + packaging)."}, "material_context_data": {"name": null, "description": "An aqueous dispersion of amorphous silicon dioxide nanoparticles. The alkaline dispersions contain customisable small-sized colloidal silica particles at 30% SiO2 concentration in water. The particles have a negatively charged surface (anionic) which is stabilized by sodium hydroxide.\n\nMaterial composition: colloidal silica: 30.0%; water: 69.8%; biocide: 0.222%; polyethylene HD plastic: 1.4%; galvanised steel: 3.6%\n\nProduct attributes:\n- Geography: New Zealand\n- Recycled content: 0.0%", "material_name": "Colloidal Silica 1430NA"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "7ca81a3a3fba9fe7663f667b", "input": {"market": {"name": "Market for Nitric acid (HNO3)", "description": "Market for materials that fulfill Concentrated nitric acid (HNO3, CAS 7697-37-2), typically 98–100% purity, used as the nitrating agent in the mixed-acid nitration of toluene to dinitrotoluene (DNT). Consumed stoichiometrically (2 mol per mol toluene); not recycled. Quantity reflects actual consumption including yield losses and mass-based HCl co-product allocation."}, "material_context_data": {"name": "TDI", "description": "TDI is a chemical, Toluene Diisocyanate, used to create polyurethane, which is a type of plastic", "material_name": "TDI"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "08719eaed23e607f16d5fd64", "input": {"market": {"name": "Market for QLED display panel (75-inch, Q60C)", "description": "Market for materials that fulfill Proprietary 75-inch QLED display panel with integrated quantum dot enhancement film manufactured by Samsung Display. Complete panel assembly including LCD layer, Samsung's cadmium-free quantum dot film (certified to Real QLED standards by TÜV Rheinland/SGS), color filter, and attached panel control PCB. Model Q60C specific design, non-interchangeable with other models. Must meet Samsung's specifications for color gamut, brightness, uniformity, and quantum dot performance."}, "material_context_data": {"name": "Samsung 75 inch QLED Q60C (4K)", "description": null, "material_name": "Samsung 75 inch QLED Q60C (4K)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Machinery & equipment"}} | |
| {"id": "a1d43b6312382f8ea703df36", "input": {"market": {"name": "Market for Tomato juice or light tomato puree (packing medium)", "description": "Market for materials that fulfill Food-grade tomato juice or light tomato puree used as the liquid packing medium filled alongside the chopped tomatoes during hot-fill. Sourced separately from the chopped tomato fraction. Must be commercially sterile-compatible and pH-appropriate (<4.6). Constitutes approximately 15–30% of the finished food content weight."}, "material_context_data": {"name": "Finely chopped tomatoes with basil", "description": "Finely chopped tomatoes with added basil, obtained from selected tomatoes from certified integrated production, harvested and processed on the same day", "material_name": "Finely chopped tomatoes with basil"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "84e96d43d4356f099020c668", "input": {"market": {"name": "Market for Pork fatback for tonkotsu broth", "description": "Market for materials that fulfill Raw pork fatback added to the tonkotsu broth during simmering to enrich fat content and contribute to the creamy emulsified texture. Purchased fresh or frozen by weight."}, "material_context_data": {"name": "Spicy Miso Tonkotsu Ramen", "description": "Spicy Miso Tonkotsu Ramen (1 serving, ~1.2kg assembled). All ingredients purchased whole by the ramen maker; no pre-made components. Bill of Materials follows.\n\nTIER 1 — Final Assembly (12 components):\n [1] Miso Tare (compound, see Tier 2A)\n [2] Tonkotsu Broth (compound, see Tier 2B)\n [3] Chashu Pork Belly (compound, see Tier 2C)\n [4] Ajitama Marinated Egg (compound, see Tier 2D)\n [5] Fresh Ramen Noodles (compound, see Tier 2E)\n [6] Fresh corn kernels — 75g\n [7] Roasted nori sheets — 2 half-sheets (~5g)\n [8] Sliced scallions (garnish) — 30g\n [9] Toasted white sesame seeds — 5g\n [10] Chili oil — 10mL\n [11] Bean sprouts — 50g\n [12] Unsalted butter — 15g\n\nTIER 2 — Sub-assemblies:\n\n 2A. Miso Tare (yields ~160g):\n 2A.1 White miso paste — 80g\n 2A.2 Sake — 30mL\n 2A.3 Mirin — 30mL\n 2A.4 Toasted sesame oil — 10mL\n 2A.5 Garlic cloves, minced — 3 cloves (~9g)\n Process: Combine sake and mirin in saucepan, bring to boil to burn off alcohol (2 min). Remove from heat, whisk in miso paste until smooth. Stir in sesame oil and minced garlic.\n\n 2B. Tonkotsu Broth (yields ~1.5L, use 400mL per serving):\n 2B.1 Pork femur bones, split — 1.5kg\n 2B.2 Pork fatback — 200g\n 2B.3 Whole scallions — 4 stalks (~60g)\n 2B.4 Fresh ginger, sliced — 30g\n 2B.5 Water — 3L\n Process: Blanch bones 10 min, scrub clean. Return to pot with fatback, scallions, ginger, and water. Bring to rolling boil, then maintain aggressive simmer for 12 hours, adding water as needed to maintain level. Strain through fine mesh. Broth should be opaque white and emulsified.\n\n 2C. Chashu Pork Belly (yields ~400g cooked, use 100g per serving):\n 2C.1 Skin-on pork belly — 500g\n 2C.2 Soy sauce — 120mL\n 2C.3 Sake — 120mL\n 2C.4 Mirin — 60mL\n 2C.5 Granulated sugar — 30g\n 2C.6 Fresh ginger, sliced — 20g\n Process: Roll and tie pork belly. Sear all sides in hot pan. Combine soy sauce, sake, mirin, sugar, and ginger in braising vessel. Add seared pork, cover, braise at 130°C for 3 hours. Cool in braising liquid. Slice 5mm thick before serving.\n\n 2D. Ajitama Marinated Egg (yields 2 eggs, use 1 per serving):\n 2D.1 Large eggs — 2\n 2D.2 Soy sauce — 60mL\n 2D.3 Mirin — 60mL\n 2D.4 Water — 60mL\n 2D.5 Rice vinegar — 15mL\n Process: Boil eggs for exactly 6 min 30 sec from rolling boil. Ice bath immediately. Peel. Combine soy sauce, mirin, water, and rice vinegar. Submerge eggs in marinade, refrigerate 8-12 hours. Halve lengthwise before serving.\n\n 2E. Fresh Ramen Noodles (yields ~450g, use 150g per serving):\n 2E.1 Bread flour (12%+ protein) — 300g\n 2E.2 Vital wheat gluten — 10g\n 2E.3 Kansui (alkaline salt) — 6g\n 2E.4 Water — 130mL\n 2E.5 Fine sea salt — 3g\n Process: Dissolve kansui and salt in water. Combine flour and vital wheat gluten. Incorporate liquid into dry ingredients gradually. Knead 15 min until smooth. Rest wrapped in plastic 1 hour at room temperature. Roll to 1.5mm thickness, cut to 1.5mm width. Dust with potato starch to prevent sticking.", "material_name": "Spicy Miso Tonkotsu Ramen"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "0e6c0cce5405445e9e2947ce", "input": {"market": {"name": "Market for Certified low-P low-Mn steel scrap", "description": "Market for materials that fulfill Certified steel scrap with low phosphorus (<0.05%) and low manganese (<0.5%) content, free of protective coatings (no galvanizing, paint, or plating) and low in tramp elements (Cu, Cr, Ni). Physical form: clean solid scrap pieces. Must be suitable for ductile iron melting to avoid nodularity degradation."}, "material_context_data": {"name": "Wind-turbine hub – ductile iron, sand-cast and machined", "description": "A large structural rotor hub casting for utility-scale wind turbines, made from ductile (spheroidal graphite) cast iron (e.g., EN‑GJS‑400‑18 family). Manufactured via no‑bake sand molding, coreless induction melting, sand casting with risers and gating, shakeout and shot‑blast cleaning, then CNC finish machining of bearing seats, bolting patterns, and sealing faces. Typical density ≈7.1 g/cm³; chosen for toughness and fatigue resistance in low-temperature service. 50% scrap, 50% pig iron for the base.", "material_name": "Wind-turbine hub – ductile iron, sand-cast and machined"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "cf6fb4f6cab6cb0f2273c24b", "input": {"market": {"name": "Market for Cage-free liquid whole eggs", "description": "Market for materials that fulfill Liquid cage-free whole eggs, pasteurized, suitable for commercial food manufacturing. Serves as the primary structural and protein ingredient (~50% of batter by weight). May be supplied as fresh shell eggs cracked on-site or as pre-pasteurized liquid egg product in bulk containers."}, "material_context_data": {"name": "8-count 595g", "description": "Refrigerated sous-vide gouda and bacon egg bites, 595g (5 x 2-count trays). Liquid whole eggs are the primary structural and protein ingredient (~50% of batter by weight).", "material_name": "Gouda Bacon Egg Bites 595g"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "3ba1d5b586d1d0e1e601480e", "input": {"market": {"name": "Market for Aluminum housing - seamless cylindrical, impact extruded, anodized", "description": "Market for materials that fulfill Pre-manufactured seamless cylindrical aluminum housing, impact extruded from aluminum alloy (6000-series preferred), with anodized finish. Dimensions to fit Bose SoundLink Revolve form factor (cylindrical, approximately 82mm diameter x 152mm height). Surface must be anodized for corrosion resistance and aesthetic finish. Housing must have mounting features for internal components and acoustic properties suitable for 360-degree sound delivery. No further machining or forming required at assembly facility."}, "material_context_data": {"name": "Bose SoundLink Revolve Bluetooth speaker", "description": "A compact, cylindrical Bluetooth speaker (~0.66 kg) with a seamless aluminum body, silicone top/bottom caps, and 360° sound from internal drivers. It integrates a 7.2 V ~2200 mAh (≈15.8 Wh) lithium‑ion battery, NdFeB magnet speaker motors, copper voice coils/wiring, and a small FR‑4 PCB with surface‑mounted electronics. IPX4 water resistance and rubberized details provide durability; charging is via USB with typical Bose audio features.", "material_name": "Bose SoundLink Revolve Bluetooth speaker"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "2d9e6b90f9e854fe407022ad", "input": {"market": {"name": "Market for Three-piece metal cans with lids", "description": "Market for materials that fulfill Tinplate three-piece cans with 400g capacity (3 cans required per cluster pack). Includes can body, lid, and components for hermetic double-seam closure. Must meet food safety standards for low-acid canned foods (LACF) and be suitable for retort sterilization at 121°C/250°F under pressure."}, "material_context_data": {"name": null, "description": "Valfrutta Cannellini beans are beans with a tender and delicate flavor because they are processed with extreme care. Without preservatives, boiled naturally, they are a light and genuine product, rich in fiber and proteins, ideal for a healthy and balanced diet.\n\nMaterial composition: Cannellini Beans: 21.8%; Water: 76.6%; Salt: 1.5%; Ascorbic Acid: 0.02%\n\nProduct attributes:\n- Geography: Europe\n- Recycled content: 58.0%", "material_name": "White Kidney Beans \"Cannellini\" Cluster 3x400g"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "2b06130b9fcd35aab814ca0b", "input": {"market": {"name": "Market for Plastic bottles with recycled content", "description": "Market for materials that fulfill Plastic bottles (HDPE or PET) containing 45% post-consumer recycled content for packaging concentrated cleaning products. For the 45% recycled fraction, apply cutoff allocation where recycled plastic carries no upstream production burdens from its previous life cycle - only collection, sorting, cleaning, and reprocessing burdens are attributed. The 55% virgin content carries full upstream production burdens."}, "material_context_data": {"name": null, "description": "A concentrated cleaner with neutral pH suitable for use on all washable surfaces, even the most delicate. It is effective for ordinary and extraordinary maintenance operations depending on the degree of dilution. Used regularly it keeps colours vivid and retains the appearance of the surfaces on which it is used.\n\nMaterial composition: organic substances: 10.0%; inorganic substances: 6.0%; water: 90.0%; distribution packaging: 5.0%; consumer packaging: 10.0%; cardboard: 2.0%\n\nProduct attributes:\n- Geography: Global\n- Recycled content: 45.0%", "material_name": "ULTRACARE MULTICLEANER"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "72ce911407e892b57d3b55fd", "input": {"market": {"name": "Market for USB-A cable assembly", "description": "Market for materials that fulfill Pre-terminated wired cable assembly, 1.8m length, with USB-A connector, strain relief, and internal conductors (copper with PVC or TPE jacket). Approximately 20g per unit. Supplied as a finished assembly ready for PCB connection."}, "material_context_data": {"name": "Logitech B100 Optical Computer Mouse (wired, USB‑A)", "description": "A simple, ambidextrous corded optical mouse for PCs and laptops. Device mass ~90 g (excl. packaging) with a 1.8 m USB‑A cable and ~1000 DPI optical sensor. Typical materials include an injection‑molded ABS housing, an FR‑4 printed circuit board with copper traces, a small set of electronic components (microcontroller, optical sensor, SMD passives), a POM (acetal) scroll wheel, steel screws/springs, and a corrugated cardboard retail box. Including packaging, the total weighs 120g", "material_name": "Logitech B100 Optical Computer Mouse (wired, USB‑A)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Machinery & equipment"}} | |
| {"id": "52fee62b1e4dab5001dd84df", "input": {"market": {"name": "Market for Groupset components", "description": "Market for materials that fulfill Complete high-end road bike drivetrain and braking system from either Shimano (Dura-Ace/Ultegra) or SRAM (Red/Force). Must include shifters, front and rear derailleurs, hydraulic disc brake calipers, crankset, cassette, and chain. Total mass approximately 1.7-2.3 kg."}, "material_context_data": {"name": "High-end carbon road bike (disc brake)", "description": "High-end carbon fiber road racing bike with disc brakes.\n\nProduct attributes:\n- Geography: Global", "material_name": "High-end carbon road bike (disc brake)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Vehicles & transport equipment"}} | |
| {"id": "f0b093f3524626c43bc3c373", "input": {"market": {"name": "Market for Kiln-dried FSC-certified British ash lumber", "description": "Market for materials that fulfill Boards and slabs of British-grown ash (Fraxinus excelsior), kiln-dried to 6–8% moisture content, FSC-certified. Must be suitable structural grade for solid wood furniture. This is the gross quantity including machining waste (offcuts, sawdust, shavings); yield from gross lumber to finished wood components is approximately 40–60%."}, "material_context_data": {"name": "AYA High Table", "description": "Benchmark solid FSC British grown ash high table with stainless steel components. 91% wood, 8% stainless steel. Made in UK.\n\nProduct attributes:\n- Geography: United Kingdom", "material_name": "AYA High Table"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Furniture & other goods"}} | |
| {"id": "399fec984c89ddb6a3fa530f", "input": {"market": {"name": "Market for Virgin atactic polypropylene (APP) resin", "description": "Market for materials that fulfill Virgin atactic polypropylene in pellet or granule form, either homopolymer, copolymer, or terpolymer grade. Must be amorphous/rubbery with no crystallinity, suitable for bitumen modification applications. Typical properties: melt viscosity 3,000-20,000 mPa·s at 190°C. Sourced from polypropylene producers as by-product of isotactic PP production or from on-purpose APAO production."}, "material_context_data": {"name": null, "description": "Atactic Polyolefinic Compounds for Bitumen Modification\n\nMaterial composition: plastic material: 63.5%; recycled plastics: 36.2%; additives: 0.3%; recycled oils: 0.0%\n\nProduct attributes:\n- Geography: Belgium\n- Recycled content: 36.2%", "material_name": "SUMFLEX NG(X)(PRX)8000/8080"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "8b3938084b666bd76b583d48", "input": {"market": {"name": "Market for Cocoa cream/chocolate frosting", "description": "Market for materials that fulfill Cocoa-based frosting or chocolate cream containing cocoa powder, sugar, vegetable oils, and emulsifiers. Must have appropriate viscosity and flow characteristics for automated deposition at 25-35°C. Applied at 10% of finished product weight (may vary up to 22.3% in some formulations)."}, "material_context_data": {"name": "Buondì Cacao", "description": "sourdough baked product with frosting (10%), consisting of a dough leavened 22 hours and enriched by the frosting and granella", "material_name": "Buondì Cacao"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "e55342be0f96cf8fcc332e88", "input": {"market": {"name": "Market for Condensed tannin extract (70% active content)", "description": "Market for materials that fulfill Condensed tannin extract powder or concentrated solution with 70% active tannin content, sourced from Acacia mearnsii (black wattle) bark, quebracho wood, or equivalent condensed tannin sources. Must contain polyflavonoid tannins with phenolic hydroxyl groups suitable for Mannich reaction cationization. Physical form: fine powder (moisture content <10%) or viscous aqueous solution. Typical specifications: total phenolics >70%, condensed tannins >65%, pH 4-6 (10% solution), low ash content (<3%), free from contaminants that would interfere with cationization reaction. Primary commercial sources include TANAC (Brazil - Acacia mearnsii), Silvateam (Italy - quebracho), and similar specialty tannin extract producers."}, "material_context_data": {"name": null, "description": "BEWAT is a natural-origin coagulant biopolymer for water treatment, based on natural extracts obtained from trees and plants from sustainable crops\n\nMaterial composition: water: 71.0%; 4-(7-hidroxi-6-(((2-hidroxietil)amino)metil) benzodihidropirano-2-il)benceno-1,2-diol: 28.0%; cloruro de 2-hidroxietilamonio: 3.0%; ácido clorhídrico: 0.1%; formaldehído: 0.1%\n\nProduct attributes:\n- Geography: Spain\n- Recycled content: 0.0%. aqueous cationic tannin polymer (quaternary ammonium chloride), final product is ~20–40% active, pH ≈2–3, formaldehyde <0.1%, metals negligible to ≤1% depending on grade—sourced from acacia bark tannins", "material_name": "BEWAT"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "f4b350c3dea4c18a45be5247", "input": {"market": {"name": "Market for Cell Culture Media (Basal + Feed)", "description": "Market for materials that fulfill Liquid or powder cell culture media comprising basal media (amino acids, vitamins, glucose, inorganic salts, ~1 L per L bioreactor working volume) and concentrated feed media supplements added periodically during fed-batch operation (~0.3–0.7 L per L working volume over 12–14 days). Must be chemically defined and animal-component-free. Compatible with CHO cell fed-batch culture (e.g., EX-CELL Advanced CHO Feed, ActiCHO Feed, Cellvento CHO-220). Consumed per batch across seed train and production bioreactor stages."}, "material_context_data": {"name": null, "description": "One batch of Product A2B (Rituximab) is a monoclonal antibody drug substance that Samsung Biologics produces on a consignment basis and supplies to Roche.", "material_name": "Rituximab"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "59cfe104c1ab9b6629e9771a", "input": {"market": {"name": "Market for D4H (octamethylcyclotetrasiloxane with Si-H groups)", "description": "Market for materials that fulfill Cyclic methylhydrosiloxane monomer with Si-H functionality. CAS 2370-88-9. Colorless liquid with molecular formula C8H24O4Si4 and molecular weight ~297 g/mol. Purity ≥98%. Must be free from moisture and chloride contamination. Provides the active Si-H bonds in the final hydrogen-containing silicone oil product. Produced from the Direct Process via hydrolysis and equilibration of methylhydrochlorosilane."}, "material_context_data": {"name": "Silicone oil containing hydrogen", "description": "Silicone oil containing hydrogen is a colorless transparent liquid. Because the molecule contains active Si-H bond, it can participate in a variety of chemical reactions and has good film forming performance, which is widely used in textile and leather treatment. Silicone oil containing hydrogen has excellent hydrophobicity and excellent silicon-hydrogen addition reactivity.", "material_name": "Silicone oil containing hydrogen"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Chemical products"}} | |
| {"id": "8e5429142f520780e971bf93", "input": {"market": {"name": "Market for Organic Monterey Jack cheese (shredded)", "description": "Market for materials that fulfill Certified organic Monterey Jack cheese, pre-shredded, suitable for use as enchilada filling blend and tray topping. Must be USDA organic certified. Delivered chilled at food-safe temperature."}, "material_context_data": {"name": "Amy’s Cheese Enchilada – frozen meal (normalized to 1 kg packaged product)", "description": "A single-serve frozen Mexican-style entree consisting of corn tortillas rolled around a Monterey Jack and cheddar cheese filling, topped with a mild tomato-based sauce featuring onion, bell pepper, green chiles, olives, garlic, and a small amount of vegetable oil, thickened with sweet rice flour and tapioca starch. Typical retail tray is 255 g net weight.", "material_name": "Amy’s Cheese Enchilada – frozen meal (normalized to 1 kg packaged product)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "4de10b87c90f4892177f00fa", "input": {"market": {"name": "Market for Wedged PVB interlayer 0.86mm", "description": "Market for materials that fulfill Polyvinyl butyral (PVB) interlayer film with wedge profile geometry (wedge angle 0.15-0.70 mrad) and 0.86mm nominal thickness. Purchased as finished product from specialized PVB suppliers (e.g., Kuraray Trosifol, Sekisui S-LEC). Pre-manufactured via precision extrusion using wedge-shaped dies at supplier facilities to create the specific wedge angle required to prevent double image projection in Head-Up Display (HUD) applications. Must meet automotive lamination standards for optical clarity, adhesion properties, and dimensional stability. Physical form: rolls or pre-cut sheets ready for cutting and assembly"}, "material_context_data": {"name": null, "description": "Laminated HUD Coated Windshield composed of one 2.1mm PLANICLEAR® glass sheet combined with one 1.6mm coated PLANICLEAR® glass sheet, bonded together using a 0.86mm wedged PVB interlayer with specific design to avoid double image projection. The coating (CLIMACOAT®) improves thermal comfort through Infra-Red Reflective properties. The HUD system creates a virtual image in front of the car to display driver information.\n\nMaterial composition: PLANICLEAR® glass: 51.1%; Coated PLANICLEAR® glass: 38.9%; PVB (Polyvinyl Butyral): 8.95%; Metal connectors: 0.547%; Black enamel: 0.203%; Mirror-bracket: 0.108%; Silver paste: 0.054%; Plastic holder: 0.135%\n\nProduct attributes:\n- Geography: Germany\n- Recycled content: 22.0%", "material_name": "Laminated HUD Coated Windshield"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "b8303013129a290be33afb1f", "input": {"market": {"name": "Market for GMO-free vegetable-origin compound feed", "description": "Market for materials that fulfill Multi-phase compound broiler feed (starter, grower, and finisher formulations) produced exclusively from GMO-free vegetable ingredients: corn, soy, wheat, peas, and/or beans. Must comply with Italian and EU GMO-free labeling standards and be suitable for fast-growing broiler hybrids. Feed conversion ratio target of 1.6–1.8 kg feed per kg live weight gain. Delivered to integrated company-owned feed mills or broiler houses in bulk."}, "material_context_data": {"name": "Petto di pollo convenzionale OGM free", "description": "Chicken breast produced using meat from animals raised on the ground in Italy and fed strictly with feed of vegetable origin, without GMOs", "material_name": "Petto di pollo convenzionale OGM free"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "a23dbc2a536eea71b3bcbcf0", "input": {"market": {"name": "Market for Virgin atactic polypropylene (aPP)", "description": "Market for materials that fulfill Virgin atactic polypropylene (aPP) in pellet or powder form. Primary polymer binder in the blend. Must meet specifications for bitumen modification (e.g., melt flow index, molecular weight). Constitutes approximately 25% of output mass. Full upstream production burden propagated."}, "material_context_data": {"name": null, "description": "PTC700 is a copolymer polyolefinic blend for the modification of bitumen in roofing felt production. It improves plasticity, cohesion, heat resistance, resistance against deformation and UV radiation, and cold bending performance of bitumen.\n\nMaterial composition: Recycled plastics: 33.0%; Oils (100% recycled): 35.0%; Plastic material (e.g., Atactic Polypropylene aPP): 25.0%; Additives (e.g. Calcium Carbonate): 7.0%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 68.0%", "material_name": "PTC700"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "ea4aa27bc7b1e51ef4bfc7ee", "input": {"market": {"name": "Market for Pepperoni (pork/chicken/beef blend, sliced)", "description": "Market for materials that fulfill Sliced pepperoni made from a pork, chicken, and beef blend. Pre-sliced or suitable for on-line slicing. Must meet food safety specifications for processed meat topping on frozen pizza. Industrial food-grade for automated meat dispensing equipment."}, "material_context_data": {"name": "DiGiorno Original Rising Crust Pepperoni Pizza (per 1 kg net pizza)", "description": "A frozen, par-baked, rising-crust pizza sold under the DiGiorno brand (Nestlé USA). It features an enriched wheat-flour dough that rises during baking, a tomato-paste-based sauce, real low-moisture part-skim mozzarella cheese, and pepperoni made with pork, chicken, and beef. The product is sold frozen in a paperboard carton with a thin plastic overwrap; typical retail net weights are around 24.7 oz (702 g) per pie, but this LCA is normalized to 1.00 kg of edible pizza.", "material_name": "DiGiorno Original Rising Crust Pepperoni Pizza (per 1 kg net pizza)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "3500da26690a436029912c26", "input": {"market": {"name": "Market for Primary packaging container", "description": "Market for materials that fulfill Hermetic primary containers compatible with retort sterilization at 121°C and vacuum sealing. Options: tinplate or steel metal cans (may contain recycled steel content) or glass jars with metal lids. Must be food-grade, sized for retail or small foodservice portions, and suitable for shelf-stable ambient storage of canned chopped tomatoes."}, "material_context_data": {"name": null, "description": "Valfrutta chopped tomatoes \"Rossopizza denso\" are obtained only from selected tomatoes, using only tomatoes come from certified integrated production, harvested and processed on the same day. Ideal for pizzas with a strong tomato flavor and recipes with short cooking times. Dense and creamy tomato product.\n\nMaterial composition: tomatoes: 89.9%; salt: 0.2%; citric acid: 0.6%; water: 1.7%; primary packaging: 1.1%; secondary packaging: 1.7%; tertiary packaging: 1.1%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 3.23%", "material_name": "Chopped tomatoes \"Rossopizza denso\""}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "3922b034a0a7989fe0207686", "input": {"market": {"name": "Market for Red orange juice concentrate", "description": "Market for materials that fulfill Fruit juice concentrate from red/blood oranges, purchased at 65-70°Brix in frozen or chilled form, food-grade, suitable for beverage production. Used for reconstitution in RTD fruit drink manufacturing. Supplied in bulk frozen or refrigerated format."}, "material_context_data": {"name": null, "description": "Fruit Drink Blood Orange, Carrot and Lemon 1500 ml: water, red orange juice, grapes, lemon, carrot, flavours. Acidifier: citric acid, currant and carrot extract. Zero added sugar and gluten free.\n\nMaterial composition: water: 92.5%; fruit concentrates: 6.8%; flavors/vitamins: 0.46%; citric acid/ascorbic: 0.2%\n\nProduct attributes:\n- Geography: Europe\n- Recycled content: 9.55%", "material_name": "Fruit Drink Blood Orange, Carrot and Lemon"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "05bf393c1ff3e872c7863c5e", "input": {"market": {"name": "Market for Atactic polypropylene (aPP) pellets", "description": "Market for materials that fulfill Virgin atactic polypropylene in pellet or powder form. Amorphous structure with lower melting point than isotactic PP. Good compatibility with bitumen. Must be suitable for extrusion compounding at barrel temperatures of 165-180°C. Typical specifications: melt flow index appropriate for compounding, low crystallinity, good thermal stability."}, "material_context_data": {"name": null, "description": "Polypropylene compound for bituminous membranes. PTC 1200 is a polyolefinic blend for the modification of bitumen in roofing felt production.\n\nMaterial composition: plastic material (atactic polypropylene aPP): 59.0%; recycled plastics: 16.0%; oils: 24.0%; additives: 0.0%\n\nProduct attributes:\n- Geography: Italy\n- Recycled content: 17.44%", "material_name": "PTC1200"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |
| {"id": "fa0653730beba60102eeda0b", "input": {"market": {"name": "Market for Tomato paste or tomato purée concentrate", "description": "Market for materials that fulfill Concentrated tomato product with 28-38% solids (Brix). Cold break paste (processed at 60-70°C) is preferred for soup applications due to its thinner, more fluid consistency. This is the base for the tomato broth. Must be food grade and suitable for canning, meeting FDA standards."}, "material_context_data": {"name": "Progresso Vegetable Classics Minestrone (food contents, per 1 kg)", "description": "A ready-to-serve, vegetarian Italian vegetable soup sold in 19 oz (538 g) steel cans. Main ingredients: water; tomato purée (water, tomato paste); carrots; celery; light red kidney beans; green beans; small penne pasta (semolina wheat, egg white); dried peas; spinach; garbanzo beans; plus <1% seasonings and oils. Typical water content is ~86%, with vegetables, legumes, and small pasta providing the remaining solids.", "material_name": "Progresso Vegetable Classics Minestrone (food contents, per 1 kg)"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "cdf753243b9380fe1409a08f", "input": {"market": {"name": "Market for Degermed corn grits", "description": "Market for materials that fulfill Degermed corn kernels milled to chunks approximately one-half to one-third the size of whole kernels. Raw, unflavored endosperm pieces with typical moisture content of approximately 12%. These serve as the primary structural ingredient for the corn flakes."}, "material_context_data": {"name": "A 300g box of Kellogg's Frosted Flakes (U.S.) — packaged cereal", "description": "Ready-to-eat flaked cereal made mainly from milled corn coated with sugar and malt flavor, fortified with vitamins and minerals (iron, B-vitamins, folic acid, vitamin D). It is sold in a printed folding paperboard carton with an inner LDPE plastic bag. The cereal is produced by cooking/tempering corn grits, rolling into flakes, toasting, applying a sugar syrup, drying, and packaging. The box weighs 300g", "material_name": "A 300g box of Kellogg's Frosted Flakes (U.S.) — packaged cereal"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Food & beverages"}} | |
| {"id": "8531863d586a7fff0e070cc5", "input": {"market": {"name": "Market for Chrome-plated steel tubing and components", "description": "Market for materials that fulfill Pre-chromed steel tubing and components purchased from metal suppliers and chrome plating specialists. Base material is carbon steel or alloy steel with chrome plating for corrosion resistance and aesthetic finish. Typical dimensions: 6-19mm diameter (commonly 19mm), 1.6-2mm wall thickness. Used for four-leg base and frame structural components. Must meet strength requirements for contract furniture grade (BS EN 16139:2013 Level 1). The chrome plating process is completed upstream - only purchase pre-chromed components."}, "material_context_data": {"name": "Grafton Conference Chair", "description": "Pelko vinyl upholstered seat and back on a metal four-leg chrome base. Made in Ireland.\n\nProduct attributes:\n- Geography: Ireland", "material_name": "Grafton Conference Chair"}}, "expected_output": {"should_map": false}, "metadata": {"product_category": "Metal, mineral, plastic & glass products"}} | |