{ "vercy": "1.0-draft", "publication": { "status": "research-draft", "adjudicationStatus": "unreviewed", "publishableCanonical": false, "generatedAt": "2026-09-07T15:10:32Z", "providers": [ "Codex", "Grok" ], "missingProviders": [], "pass": 2, "cost": { "grok": { "usd": 0.00573648, "turns": 1, "seconds": 93.5, "error": null }, "codex": { "seconds": 112.6, "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.3\n--------\nworkdir: R:\\02_PROJECTS\\02_Meta_Models_Platforms\\Ver.cy\\current\\thing-registry-backlog\nmodel: gpt-6-astra\nprovider: openai\napproval: never\nsandbox: read-only\nreasoning effort: none\nreasoning summaries: none\nsession id: 01a07c6a-0e79-78d2-be81-12aa30873d3d\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: Sorghum bicolor\nRegistry id: vr.tr.sorghum-bicolor\nPlane / domain: PHY / PHY.OBJ\nRegistry definition: (none recorded)\nNames folded into this entry: (" } }, "enrichment": { "pass": 3, "engine": "claude", "producedAt": "2026-10-06T11:00:00Z", "ingestedAt": "2026-10-06T08:02:29+00:00", "fields": [ "agent_conduct", "ethics", "failure_modes_and_hazards", "owners", "visual_identification" ] }, "gate": { "passed": true, "version": "1.0", "at": "2026-10-07T10:10:30+00:00", "evidence": [ "completeness 1.00", "sense: Wikidata description", "3 live sources", "review by codex: pass" ] } }, "metaModel": { "id": "THING-Q332062", "registryId": "vr.tr.sorghum-bicolor", "name": "Sorghum bicolor", "version": "0.1.0-research.1", "entryKind": "thing", "family": "Thing Registry", "domain": [ "PHY.OBJ" ], "status": "research-draft" }, "canonicalUrl": "https://ver.cy/models/thing/q332062/", "model": { "registry_id": "vr.tr.sorghum-bicolor", "name": "Sorghum bicolor", "purpose": "Enable an AI agent to recognise Sorghum bicolor, assess its development and condition, and determine evidence-supported options for cultivation, propagation, harvest or removal.", "definition": "Sorghum bicolor is an annual C4 cereal grass of the family Poaceae, domesticated in Africa from wild Sorghum bicolor subsp. verticilliflorum, grown worldwide as grain, forage, sweet-stem syrup, broomcorn, and biomass, and distinguished by a compact to open panicle of caryopses and high drought and heat tolerance relative to maize.", "scope_statement": "This model owns the biological identity and actionable state of Sorghum bicolor under registry entry vr.tr.sorghum-bicolor, covering individual plants and explicitly bounded groups, with observations tied to plant part, date, cultivar and growing context.", "in_scope": [ "Species identification, cultivar provenance and unresolved hybrid identity", "Roots, culms, leaves, panicles and attached grain as evidence of identity and condition", "Establishment, flowering, grain development, maturity and regrowth", "Responses to water availability, temperature, nutrition and biological damage", "Suitability of standing plants for seed, grain, forage, sweet-stem or broomcorn uses", "Reproductive persistence and crop, volunteer or escaped status" ], "out_of_scope": [ "Farm enterprises, field ownership and crop rotation plans", "Soil bodies, irrigation systems and weather events as independent entities", "Harvested grain lots, stored forage, syrup, flour and other processed products", "Livestock diagnosis, ration formulation and human dietary assessment", "Pest and pathogen organisms and pesticide products", "Other Sorghum species and separately registered hybrids, except as identification alternatives or biological relations" ], "distinguishing_features": [ "At reproductive maturity, examine whether grain develops in a terminal panicle; a separate terminal tassel and lateral ears instead indicate maize.", "Inspect panicle branches for sessile and pedicelled spikelets, together with glumes and awns; use their combination in a botanical key rather than treating a millet-like seed head as sufficient identification. [Flora of New Zealand](https://www.nzflora.info/factsheet/Taxon/Sorghum-bicolor.html)", "Inspect the leaf collar for a membranous, ciliate ligule and the blade for a strong pale midrib; these support identification but do not independently distinguish related sorghums. [Flora of New Zealand](https://www.nzflora.info/factsheet/Taxon/Sorghum-bicolor.html)", "When Johnsongrass is a plausible alternative, inspect underground organs and persistence across seasons, then resolve the specimen with a regional key; height and panicle colour alone are insufficient.", "For sudangrass-labelled or sorghum-sudangrass material, check pedigree and the adopted taxonomic treatment before assigning the registry identity; commercial use names do not resolve species boundaries." ], "characteristics": [ { "name": "Identity determination", "kind": "relation", "unit_or_values": "Taxonomic authority and version, voucher or diagnostic evidence, determiner and confidence", "why_it_matters": "Prevents common names and uncertain hybrids from silently becoming confirmed Sorghum bicolor." }, { "name": "Cultivar and pedigree", "kind": "relation", "unit_or_values": "Cultivar, accession or seed-source record; pedigree known, partial or unknown", "why_it_matters": "Connects observed plants to relevant expectations for maturity, stature and intended use." }, { "name": "Use type", "kind": "category", "unit_or_values": "Grain, forage, sweet-stem, broomcorn, multipurpose or unresolved; multiple values allowed", "why_it_matters": "Determines which plant parts and quality observations govern a proposed harvest." }, { "name": "Developmental stage", "kind": "state", "unit_or_values": "Emergence, vegetative, boot, heading, flowering, grain filling, physiological maturity, senescence or regrowth", "why_it_matters": "Makes growth observations and intervention timing interpretable." }, { "name": "Stature and tillering", "kind": "measurement", "unit_or_values": "Height in cm using a stated endpoint; live and reproductive tillers per plant", "why_it_matters": "Helps assess establishment, uneven development, cutting options and lodging exposure." }, { "name": "Panicle and grain phenotype", "kind": "category", "unit_or_values": "Panicle openness and orientation, glume coverage, awn presence, grain colour and shattering state", "why_it_matters": "Supports identification, recognition of off-types and assessment of harvest losses." }, { "name": "Water and temperature injury", "kind": "state", "unit_or_values": "No observed injury, suspected or confirmed drought, waterlogging, heat or frost injury; tissue and date recorded", "why_it_matters": "Separates visible injury from an unsupported diagnosis and prompts reassessment before use." }, { "name": "Stand integrity", "kind": "measurement", "unit_or_values": "Plants per square metre; percentage lodged, dead or visibly damaged within a stated sample", "why_it_matters": "Supports decisions about recovery, harvest access and whether group observations represent individual plants." }, { "name": "Grain readiness", "kind": "measurement", "unit_or_values": "Grain moisture percentage with wet or dry basis stated; sampled panicles and maturity evidence recorded", "why_it_matters": "Distinguishes biological maturity from suitability for a particular harvest and handling route." }, { "name": "Stem soluble solids", "kind": "measurement", "unit_or_values": "Degrees Brix, sampled internode, extraction method and date", "why_it_matters": "Supports sweet-stem assessment without treating soluble solids as a complete sugar-yield measurement." }, { "name": "Forage hazard assays", "kind": "measurement", "unit_or_values": "Cyanide or cyanogenic potential and nitrate reported separately; analyte, mg/kg, moisture basis, tissue, method and sampling date", "why_it_matters": "Preserves the distinctions needed to interpret forage tests for a proposed use." }, { "name": "Reproductive and volunteer status", "kind": "state", "unit_or_values": "Planted, volunteer or escaped; flowering status, seed retention and observed subsequent emergence", "why_it_matters": "Supports seed collection, identity preservation and control before unwanted reproduction." } ], "affordances": [ "Identify and document a plant using diagnostic organs, provenance and, where needed, specialist determination.", "Monitor establishment, flowering, grain filling and regrowth to schedule observations or management.", "Select and propagate documented material while checking seed viability and identity requirements.", "Assess standing grain, stems or panicles for a specified harvest purpose.", "Sample forage tissue and defer a proposed feeding use when hazard evidence is insufficient.", "Retain, cut or remove volunteer plants according to reproductive state and local management requirements." ], "agent_conduct": { "may": [ "Identify sorghum and report crop condition, water need and pests to the grower.", "Describe grain, forage and sweet sorghum uses." ], "must_not": [ "Advise grazing animals on young or stressed sorghum without warning of poisoning risk.", "Misrepresent seed varieties or their traits.", "Apply chemicals beyond label instructions.", "Undervalue sorghum as a food crop of people who depend on it." ], "requires_human": [ "Grazing or feeding decisions for livestock." ] }, "ethics": { "considerations": [ "Sorghum feeds millions in dry regions and is vital to food security.", "Young or stressed plants can poison grazing livestock." ], "affected_parties": [ "Smallholder farmers", "Livestock", "Communities in dry regions" ] }, "owners": { "steward": "The grower; variety rights are held by breeders and listed in plant variety registers.", "master_systems": [ "National plant variety registers", "Genebank accession databases" ] }, "visual_identification": [ "Tall grass stems with broad leaves and a waxy surface.", "Dense or open seed heads at the top, coloured white, red or brown." ], "failure_modes_and_hazards": [ "Livestock poisoning from young or drought-stressed plants.", "Grain mould and bird damage.", "Crop loss in extended drought." ], "what_it_is_for": [ "Sorghum bicolor is cultivated for food grain, livestock feed, forage and biomass, particularly in warm regions with seasonal water limitations.", "Sweet-stem types provide juice for syrup, while broomcorn types provide panicles used in broom making.", "Species and cultivar identification supports crop planning, field monitoring and decisions about harvest suitability." ], "standards_and_regulation": [ "Codex CXS 172-1989, issued by the Codex Alimentarius Commission, specifies requirements for sorghum grains intended for human consumption.", "Codex CXS 173-1989, issued by the Codex Alimentarius Commission, specifies requirements for sorghum flour intended for human consumption." ] }, "sources": [ { "id": "usda-plants-sobi2", "title": "Sorghum bicolor (L.) Moench - Plant Profile", "url": "https://plants.usda.gov/home/plantProfile?symbol=SOBI2", "what_it_supports": "Accepted scientific name, USDA PLANTS symbol SOBI2, family Poaceae, and status as a cultivated cereal/forage grass in the United States.", "url_status": "live" }, { "id": "grin-sorghum-bicolor", "title": "Sorghum bicolor (L.) Moench - GRIN-Global Taxonomy", "url": "https://npgsweb.ars-grin.gov/gringlobal/taxon/taxonomydetail?id=35022", "what_it_supports": "Author citation (L.) Moench, GRIN taxon id 35022, and the cultivated-species circumscription used in germplasm collections.", "url_status": "unverified" }, { "id": "fao-sorghum", "title": "Sorghum - FAO Land & Water crop information", "url": "", "what_it_supports": "Agronomic identity as a drought-tolerant C4 cereal, typical growing-season length, temperature and water requirements, and principal uses as grain and forage.", "url_status": "dead" }, { "id": "codex-sorghum", "title": "CXS 172-1989: Standard for Sorghum Grain", "url": "https://www.fao.org/fao-who-codexalimentarius/sh-proxy/en/?lnk=1&url=https%253A%252F%252Fworkspace.fao.org%252Fsites%252Fcodex%252FStandards%252FCXS%2B172-1989%252FCXS_172e.pdf", "what_it_supports": "International food-standard definition of sorghum grain (Sorghum bicolor (L.) Moench), moisture and quality limits, and the tannin/non-tannin distinction used in trade.", "url_status": "blocked" }, { "id": "wikidata", "title": "Wikidata item Q332062: Sorghum bicolor", "url": "https://www.wikidata.org/wiki/Q332062", "url_status": "live", "what_it_supports": "identity and sense of the item", "checked_by": "wikidata-api" }, { "id": "wikipedia-en", "title": "Wikipedia: Sorghum", "url": "https://en.wikipedia.org/wiki/Sorghum", "url_status": "live", "what_it_supports": "general description of the item", "checked_by": "wikidata-api sitelink" } ], "structure": { "bundles": [ { "id": "sorghum-identity-and-variation", "name": "Sorghum identity and variation", "description": "Establish the evidence that a plant belongs to this registry entry and identify relevant variation within it.", "rationale": "Related sorghums and use-based names can lead to different biological identities receiving the same management assumptions.", "layers": [ { "id": "diagnostic-organs", "name": "Diagnostic organs", "description": "Use reproductive and vegetative observations to test competing identifications.", "findings": [ { "id": "species-determination", "name": "Species determination", "description": "Record an identification supported by observed characters, retaining alternatives when required organs are unavailable.", "questions": [ { "text": "Which panicle, spikelet, glume, ligule and underground-organ observations support Sorghum bicolor over maize, millets or Johnsongrass?", "kind": "definition", "id": "species-determination-q01" }, { "text": "Which voucher, photographs, key and determiner support the identification, and what remains unobserved?", "kind": "provenance", "id": "species-determination-q02" } ] } ] }, { "id": "cultivar-and-taxonomic-boundaries", "name": "Cultivar and taxonomic boundaries", "description": "Separate species membership, breeding history and intended use.", "findings": [ { "id": "material-identity", "name": "Material identity", "description": "Keep cultivar and hybrid claims traceable without creating new registry entities from agricultural labels.", "questions": [ { "text": "What seed-source or accession evidence establishes the cultivar, pedigree and claimed grain, forage, sweet-stem or broomcorn type?", "kind": "provenance", "id": "material-identity-q01" }, { "text": "Under the adopted taxonomic authority, does this sudangrass-labelled, wild or hybrid material belong within Sorghum bicolor or require a relation to another entry?", "kind": "boundary", "id": "material-identity-q02" } ] } ] } ] }, { "id": "establishment-and-development", "name": "Establishment and development", "description": "Track the plant from viable seed through reproductive maturity and any subsequent regrowth.", "rationale": "Sorghum decisions depend on developmental stage and the differing states of main stems and tillers.", "layers": [ { "id": "seedling-establishment", "name": "Seedling establishment", "description": "Assess whether documented planting material has produced a viable, sufficiently uniform stand.", "findings": [ { "id": "emergence-and-survival", "name": "Emergence and survival", "description": "Distinguish seed performance, emergence failure and later seedling loss.", "questions": [ { "text": "What germination evidence, planting date and emergence observations connect the seed source to the living plants?", "kind": "provenance", "id": "emergence-and-survival-q01" }, { "text": "What are surviving plant density and spatial gaps, and what evidence explains missing or delayed seedlings?", "kind": "measurement", "id": "emergence-and-survival-q02" } ] } ] }, { "id": "reproductive-stage-and-regrowth", "name": "Reproductive stage and regrowth", "description": "Assess flowering, grain development and new growth after cutting or injury.", "findings": [ { "id": "developmental-readiness", "name": "Developmental readiness", "description": "Assign stages separately where main culms and tillers differ.", "questions": [ { "text": "Which observed features establish boot, heading, flowering, grain-fill or physiological-maturity stage, and how variable are they across tillers?", "kind": "measurement", "id": "developmental-readiness-q01" }, { "text": "After cutting or injury, which basal buds or tillers remain alive, and what evidence supports allowing regrowth or ending the crop?", "kind": "action", "id": "developmental-readiness-q02" } ] } ] } ] }, { "id": "growing-condition-and-damage", "name": "Growing condition and damage", "description": "Relate sorghum performance and injury to measured growing conditions and diagnosed causes.", "rationale": "An agent must distinguish a plant that survives stress from one that can still deliver the intended grain, stem or forage outcome.", "layers": [ { "id": "water-temperature-and-nutrition", "name": "Water, temperature and nutrition", "description": "Connect exposure history to plant responses at the observed developmental stage.", "findings": [ { "id": "stress-and-recovery", "name": "Stress and recovery", "description": "Record the severity, timing and reversibility of growth limitation.", "questions": [ { "text": "What soil-water, temperature and nutrient evidence accompanies leaf rolling, poor growth, frost injury or impaired panicle development?", "kind": "measurement", "id": "stress-and-recovery-q01" }, { "text": "Which locally supported intervention or follow-up observation is appropriate for this cultivar and stage?", "kind": "action", "id": "stress-and-recovery-q02" } ] } ] }, { "id": "biotic-and-structural-damage", "name": "Biotic and structural damage", "description": "Assess injury to leaves, stalks and panicles without equating symptoms with a confirmed cause.", "findings": [ { "id": "damage-attribution-and-function", "name": "Damage attribution and function", "description": "Distinguish suspected aphid feeding, stalk disease, panicle disease, bird damage and mechanical lodging.", "questions": [ { "text": "Which tissues and proportion of plants are affected, and what observations or tests support the suspected cause?", "kind": "measurement", "id": "damage-attribution-and-function-q01" }, { "text": "Does the damage justify further diagnosis, a locally authorised intervention or a change in harvest timing?", "kind": "action", "id": "damage-attribution-and-function-q02" } ] } ] } ] }, { "id": "harvest-purpose-and-forage-hazards", "name": "Harvest purpose and forage hazards", "description": "Assess whether particular plant parts are ready and suitable for a specified use.", "rationale": "Grain maturity, stem value, panicle quality and forage suitability require different evidence.", "layers": [ { "id": "use-specific-readiness", "name": "Use-specific readiness", "description": "Evaluate the plant against the intended harvested output.", "findings": [ { "id": "harvest-target-and-quality", "name": "Harvest target and quality", "description": "Choose measurements appropriate to grain, forage, sweet stems or broomcorn panicles.", "questions": [ { "text": "Which output is intended, and what grain moisture, biomass dry matter, stem Brix or panicle-length and integrity measurements are relevant?", "kind": "measurement", "id": "harvest-target-and-quality-q01" }, { "text": "What evidence supports harvesting now, delaying harvest or redirecting the material to another evaluated use?", "kind": "action", "id": "harvest-target-and-quality-q02" } ] } ] }, { "id": "forage-hazard-evidence", "name": "Forage hazard evidence", "description": "Assess cyanogenic potential and nitrate separately in relation to tissue and exposure history.", "findings": [ { "id": "cyanide-and-nitrate-assessment", "name": "Cyanide and nitrate assessment", "description": "Young growth, frost and growth-limiting conditions can affect forage hazards; cyanide and nitrate require distinct interpretations. [University of Wisconsin Extension](https://cropsandsoils.extension.wisc.edu/articles/prussic-acid-and-nitrate-toxicity-in-sorghums/)", "questions": [ { "text": "What recent drought, frost, nitrogen application, cutting and regrowth history determines which tissues need sampling?", "kind": "provenance", "id": "cyanide-and-nitrate-assessment-q01" }, { "text": "What do separate cyanide-potential and nitrate assays report, including analyte, units, moisture basis, sample handling and date?", "kind": "measurement", "id": "cyanide-and-nitrate-assessment-q02" }, { "text": "For the intended animal and forage route, does current evidence support use, require retesting or require deferral under applicable guidance?", "kind": "action", "id": "cyanide-and-nitrate-assessment-q03" } ] } ] } ] }, { "id": "seed-continuity-and-escape", "name": "Seed continuity and escape", "description": "Manage reproductive identity and persistence beyond the current plant generation.", "rationale": "Saving seed and controlling unwanted sorghum require attention to flowering neighbours, seed shedding and subsequent emergence.", "layers": [ { "id": "reproduction-and-seed-identity", "name": "Reproduction and seed identity", "description": "Assess whether seed produced by these plants can meet the intended propagation purpose.", "findings": [ { "id": "seed-parent-and-pollen-context", "name": "Seed parent and pollen context", "description": "Keep maternal identity, nearby flowering sorghums and expected offspring identity distinct.", "questions": [ { "text": "Which plants supplied the seed, what is their fertility status, and which compatible sorghums flowered nearby at the same time?", "kind": "provenance", "id": "seed-parent-and-pollen-context-q01" }, { "text": "What isolation, controlled-pollination or progeny evidence is needed before collected seed can be used for the intended cultivar or breeding purpose?", "kind": "action", "id": "seed-parent-and-pollen-context-q02" } ] } ] }, { "id": "volunteers-and-seed-shedding", "name": "Volunteers and seed shedding", "description": "Distinguish intended cultivation from unwanted persistence or spread.", "findings": [ { "id": "persistence-and-control-window", "name": "Persistence and control window", "description": "Use reproductive state and observed recruitment to assess retention or removal.", "questions": [ { "text": "Are plants deliberately planted, volunteers or escapes, and what seed shedding or later seedling emergence has actually been observed?", "kind": "measurement", "id": "persistence-and-control-window-q01" }, { "text": "If removal is intended, what action before further seed production and what subsequent monitoring are appropriate locally?", "kind": "action", "id": "persistence-and-control-window-q02" } ] } ] } ] }, { "id": "evidence-and-external-alignment", "name": "Evidence and external alignment", "description": "What the world already says about this thing, gathered so the model can be checked against it.", "rationale": "A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.", "layers": [ { "id": "reported-evidence", "name": "Reported evidence", "description": "Findings from the breadth pass, kept separate from the structural claims.", "findings": [ { "id": "evidence-kinds", "name": "Kinds and varieties", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ "Grain sorghum (milo / kafir / guinea / caudatum / durra races used as food and feed grain)", "Forage / silage sorghum (tall, leafy cultivars cut as fodder)", "Sweet sorghum (high-sugar stems for syrup, ethanol, and forage)", "Broomcorn (Sorghum bicolor var. technicum; long panicle branches for brooms)", "Biomass / energy sorghum (photoperiod-sensitive, high dry-matter stems)", "White / food-grade sorghum (low-tannin, pale grain for human food)", "Tannin / bird-resistant sorghum (high-polyphenol testa, typically feed grade)", "Pop sorghum / specialty food types (popping and specialty food cultivars)" ], "questions": [ { "id": "evidence-kinds-q01", "text": "Which of these kinds and varieties hold for the sense of Sorghum bicolor this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-identifiers", "name": "Identifiers and schemes", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ { "scheme": "Wikidata", "value_or_pattern": "Q332062", "note": "Item for the cultivated species Sorghum bicolor." }, { "scheme": "NCBI Taxonomy", "value_or_pattern": "4558", "note": "Taxon ID for Sorghum bicolor." }, { "scheme": "ITIS TSN", "value_or_pattern": "42058", "note": "Integrated Taxonomic Information System taxonomic serial number." }, { "scheme": "USDA PLANTS symbol", "value_or_pattern": "SOBI2", "note": "United States plant-symbol for Sorghum bicolor (L.) Moench." }, { "scheme": "GRIN-Global taxon id", "value_or_pattern": "35022", "note": "USDA-ARS National Plant Germplasm System taxon record." }, { "scheme": "IPNI / Plants of the World Online", "value_or_pattern": "urn:lsid:ipni.org:names:422086-1 (name); POWO taxon 434588-1", "note": "Nomenclatural LSID for Sorghum bicolor (L.) Moench; Kew POWO accepted-name record." }, { "scheme": "Harmonized System (HS)", "value_or_pattern": "1007 (grain sorghum)", "note": "International trade heading for grain sorghum; seed and forage products sit under other chapters." }, { "scheme": "Codex commodity", "value_or_pattern": "CXS 172-1989 sorghum grain", "note": "Codex Alimentarius named standard for sorghum grain as food." } ], "questions": [ { "id": "evidence-identifiers-q01", "text": "Which of these identifiers and schemes hold for the sense of Sorghum bicolor this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-standards-and-regulation", "name": "Standards and regulation", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ "Codex Alimentarius CXS 172-1989 Standard for Sorghum Grain (FAO/WHO Codex Alimentarius Commission) - definition, moisture, ash, tannin and defect limits for food-grade grain.", "Codex CXS 173-1989 Standard for Sorghum Flour (FAO/WHO Codex Alimentarius Commission).", "ISO 7971 / related cereal test methods and ISO grain-sampling standards as applied to sorghum in international contracts (International Organization for Standardization).", "USDA Grain Inspection, Packers and Stockyards Administration (FGIS) Official United States Standards for Grain - Sorghum: classes Sorghum, Tannin sorghum, White sorghum.", "US FDA Food Defect Action Levels and mycotoxin guidance as applied to sorghum grain and sorghum-derived foods (U.S. Food and Drug Administration).", "EU novel-food / feed and contaminant rules (Commission Regulation (EC) No 1881/2006 and successors) for mycotoxins in sorghum and sorghum products placed on the EU market.", "UPOV / national plant-variety protection and OECD Seed Schemes listing for Sorghum bicolor, governing certified seed identity of named cultivars.", "National seed and phytosanitary rules (e.g. APHIS, NPPO of importing countries) for sorghum seed movement and Johnson-grass / shattercane contamination." ], "questions": [ { "id": "evidence-standards-and-regulation-q01", "text": "Which of these standards and regulation hold for the sense of Sorghum bicolor this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-real-world-use", "name": "Real-world use", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ "Staple human food grain in the Sahel, Sudan, Ethiopia, India (jowar), and parts of China (kaoliang): porridge, flatbreads, couscous-like products, and fermented beverages.", "Livestock feed grain (especially in the United States as milo) and whole-plant silage or hay for cattle.", "Sweet-sorghum syrup (sorgo) and fermentable juice for ethanol.", "Broomcorn panicles manufactured into brooms and brushes.", "Gluten-free flour, flakes, and brewing adjunct in industrial food systems.", "Second-generation bioenergy feedstock (photoperiod-sensitive biomass sorghum).", "Cover crop and drought-tolerant rotation crop on semi-arid farms where maize is unreliable.", "Germplasm and genomic model (BTx623 and related lines) in C4 cereal research." ], "questions": [ { "id": "evidence-real-world-use-q01", "text": "Which of these real-world use hold for the sense of Sorghum bicolor this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-measurements", "name": "Typical measurements", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ { "quantity": "Grain moisture at trade / Codex limit", "typical_range": "≤ 14.5 (Codex maximum); farm-dry often 12-14", "unit": "%" }, { "quantity": "Grain test weight (U.S. sorghum)", "typical_range": "about 56-60 (U.S. No. 2 sorghum minimum is 55)", "unit": "lb/bu" }, { "quantity": "Thousand-kernel weight", "typical_range": "20-40 (typical grain types ~25-35)", "unit": "g" }, { "quantity": "Grain crude protein (dry matter)", "typical_range": "8-16 (often ~10-12 in feed grain)", "unit": "%" }, { "quantity": "Grain tannin (catechin equivalent; Codex tannin sorghum vs non-tannin)", "typical_range": "non-tannin typically < 0.3-0.5; tannin types often 0.5-2+", "unit": "% catechin equivalents" }, { "quantity": "Plant height at harvest", "typical_range": "grain hybrids ~0.8-1.5; forage/sweet/biomass often 2-4+", "unit": "m" }, { "quantity": "Grain yield (rainfed to irrigated commercial)", "typical_range": "1-8 (global farm averages often 1-4; high-input hybrids higher)", "unit": "t/ha" }, { "quantity": "Growing-season length", "typical_range": "90-140 for grain types; photoperiod-sensitive biomass longer", "unit": "days" } ], "questions": [ { "id": "evidence-measurements-q01", "text": "Which of these typical measurements hold for the sense of Sorghum bicolor this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-failure-modes-and-hazards", "name": "Failure modes and hazards", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ "Dhurrin (cyanogenic glycoside) in young, drought-stressed, or frost-damaged plants: prussic-acid (HCN) poisoning of grazing livestock.", "Nitrate accumulation in drought-stressed forage sorghum: nitrate/nitrite toxicosis in ruminants.", "Grain mold, Fusarium, and Aspergillus infection: mycotoxins (aflatoxin, fumonisin, deoxynivalenol) in stored grain and feed.", "Ergot (Claviceps africana) in panicles: alkaloid contamination of grain and seed.", "Bird, insect (sorghum midge, stem borers, aphids), and Striga (witchweed) losses in African and Asian production.", "Lodging and pre-harvest sprouting in humid harvest weather; storage insect infestation (weevils, moths) in poorly dried grain.", "High-tannin grain reducing protein digestibility in monogastric feeds and darkening food products.", "Feral / weedy derivatives (shattercane) and confusion with Johnson grass as weeds and as seed-lot contaminants; some weedy sorghums are listed noxious weeds." ], "questions": [ { "id": "evidence-failure-modes-and-hazards-q01", "text": "Which of these failure modes and hazards hold for the sense of Sorghum bicolor this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-regional-variation", "name": "Regional variation", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ "English trade names: sorghum (international), milo (U.S. Great Plains feed grain), guinea corn (West Africa), kafir corn (historical southern Africa / U.S.).", "South Asia: jowar / jowari (Hindi/Marathi) as a major rainfed food grain; roti and bhakri are typical products.", "China: gaoliang / kaoliang, including distilled-spirit use.", "Sahel and Sudan: to / tuwo porridges and local beer; guinea and caudatum races dominate many landraces.", "United States: overwhelmingly hybrid grain sorghum for feed, plus forage and limited food-grade white sorghum; official grain classes split tannin vs white vs sorghum.", "Harlan and de Wet five-race system (bicolor, guinea, caudatum, kafir, durra) is still used in germplasm and African/Indian landrace description; commercial U.S. hybrids are not labelled that way.", "Australia: summer grain and forage crop in Queensland and northern New South Wales, with strict weed and seed-purity attention to Johnson grass." ], "questions": [ { "id": "evidence-regional-variation-q01", "text": "Which of these regional variation hold for the sense of Sorghum bicolor this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-neighbours", "name": "Neighbouring kinds and how to tell them apart", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ { "name": "Johnson grass (Sorghum halepense)", "difference": "Perennial with creeping rhizomes and typically looser panicles; S. bicolor is an annual (or weakly perennial) without true rhizomes. Chromosome count 2n=40 vs 2n=20 in S. bicolor; seed and vegetative morphology plus rhizome presence separate them." }, { "name": "Shattercane (weedy S. bicolor derivatives)", "difference": "Same species complex but weedy habit: open panicles, readily shattering spikelets, often purple-black glumes and seed dormancy; cultivated S. bicolor has non-shattering, compact-to-semi-compact panicles selected for harvest." }, { "name": "Sudangrass and sorghum-sudangrass hybrids (S. bicolor × S. bicolor subsp. drummondii / historically S. sudanense)", "difference": "Fine stems, many tillers, and open panicles used as hay/pasture; grain sorghum has thicker culms and a denser grain panicle. Label and seed-certification class, plus panicle and stem morphology, separate them." }, { "name": "Maize (Zea mays)", "difference": "Maize bears grain on a lateral ear with husks and a terminal tassel; sorghum bears grain on a terminal panicle with no husk. Seedling ligule/auricle and adult inflorescence are diagnostic." }, { "name": "Pearl millet (Pennisetum glaucum) and other millets", "difference": "Pearl millet has a dense cylindrical spike-like panicle of much smaller, typically tear-shaped grains; sorghum caryopses are larger, rounder, and borne in a branched panicle." }, { "name": "Sorghum propinquum and wild S. bicolor subsp. verticilliflorum", "difference": "Wild/weedy taxa have shattering spikelets and open inflorescences; cultivated S. bicolor is non-shattering. S. propinquum is Asian, rhizomatous, and used mainly as a wild relative in genetics." } ], "questions": [ { "id": "evidence-neighbours-q01", "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of Sorghum bicolor this model covers, and on what evidence?", "kind": "provenance" } ] } ] } ] } ] }, "openQuestions": [ "Which taxonomic authority should govern the registry boundary for wild forms, sudangrass and sorghum-sudangrass material when authoritative treatments differ?", "Which regional diagnostic keys and specimen evidence reliably resolve immature Sorghum bicolor from Johnsongrass and other closely related sorghums?", "Which cultivar- and location-specific developmental expectations and harvest criteria are supported for grain, forage, sweet-stem and broomcorn uses?", "Which validated sampling methods and interpretation limits apply to cyanogenic potential and nitrate for each intended animal, tissue and forage route?", "What local evidence establishes compatible flowering neighbours, seed-identity requirements and the persistence of volunteer populations?" ], "statistics": { "bundles": 6, "layers": 11, "findings": 18, "questions": 29 } }