Sorghum bicolor
Enable an AI agent to recognise Sorghum bicolor, assess its development and condition, and determine evidence-supported options for cultivation, propagation, harvest or removal.
Bundle → Layer → Finding → Questions Filled
6 bundles · 11 layers · 18 findings · 29 questions
Sorghum identity and variation Establish the evidence that a plant belongs to this registry entry and identify relevant variation within it.
Diagnostic organs
Use reproductive and vegetative observations to test competing identifications.
Species determination
Record an identification supported by observed characters, retaining alternatives when required organs are unavailable.
- Which panicle, spikelet, glume, ligule and underground-organ observations support Sorghum bicolor over maize, millets or Johnsongrass? definition
- Which voucher, photographs, key and determiner support the identification, and what remains unobserved? provenance
Cultivar and taxonomic boundaries
Separate species membership, breeding history and intended use.
Material identity
Keep cultivar and hybrid claims traceable without creating new registry entities from agricultural labels.
- What seed-source or accession evidence establishes the cultivar, pedigree and claimed grain, forage, sweet-stem or broomcorn type? provenance
- Under the adopted taxonomic authority, does this sudangrass-labelled, wild or hybrid material belong within Sorghum bicolor or require a relation to another entry? boundary
Establishment and development Track the plant from viable seed through reproductive maturity and any subsequent regrowth.
Seedling establishment
Assess whether documented planting material has produced a viable, sufficiently uniform stand.
Emergence and survival
Distinguish seed performance, emergence failure and later seedling loss.
- What germination evidence, planting date and emergence observations connect the seed source to the living plants? provenance
- What are surviving plant density and spatial gaps, and what evidence explains missing or delayed seedlings? measurement
Reproductive stage and regrowth
Assess flowering, grain development and new growth after cutting or injury.
Developmental readiness
Assign stages separately where main culms and tillers differ.
- Which observed features establish boot, heading, flowering, grain-fill or physiological-maturity stage, and how variable are they across tillers? measurement
- After cutting or injury, which basal buds or tillers remain alive, and what evidence supports allowing regrowth or ending the crop? action
Growing condition and damage Relate sorghum performance and injury to measured growing conditions and diagnosed causes.
Water, temperature and nutrition
Connect exposure history to plant responses at the observed developmental stage.
Stress and recovery
Record the severity, timing and reversibility of growth limitation.
- What soil-water, temperature and nutrient evidence accompanies leaf rolling, poor growth, frost injury or impaired panicle development? measurement
- Which locally supported intervention or follow-up observation is appropriate for this cultivar and stage? action
Biotic and structural damage
Assess injury to leaves, stalks and panicles without equating symptoms with a confirmed cause.
Damage attribution and function
Distinguish suspected aphid feeding, stalk disease, panicle disease, bird damage and mechanical lodging.
- Which tissues and proportion of plants are affected, and what observations or tests support the suspected cause? measurement
- Does the damage justify further diagnosis, a locally authorised intervention or a change in harvest timing? action
Harvest purpose and forage hazards Assess whether particular plant parts are ready and suitable for a specified use.
Use-specific readiness
Evaluate the plant against the intended harvested output.
Harvest target and quality
Choose measurements appropriate to grain, forage, sweet stems or broomcorn panicles.
- Which output is intended, and what grain moisture, biomass dry matter, stem Brix or panicle-length and integrity measurements are relevant? measurement
- What evidence supports harvesting now, delaying harvest or redirecting the material to another evaluated use? action
Forage hazard evidence
Assess cyanogenic potential and nitrate separately in relation to tissue and exposure history.
Cyanide and nitrate assessment
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/)
- What recent drought, frost, nitrogen application, cutting and regrowth history determines which tissues need sampling? provenance
- What do separate cyanide-potential and nitrate assays report, including analyte, units, moisture basis, sample handling and date? measurement
- For the intended animal and forage route, does current evidence support use, require retesting or require deferral under applicable guidance? action
Seed continuity and escape Manage reproductive identity and persistence beyond the current plant generation.
Reproduction and seed identity
Assess whether seed produced by these plants can meet the intended propagation purpose.
Seed parent and pollen context
Keep maternal identity, nearby flowering sorghums and expected offspring identity distinct.
- Which plants supplied the seed, what is their fertility status, and which compatible sorghums flowered nearby at the same time? provenance
- What isolation, controlled-pollination or progeny evidence is needed before collected seed can be used for the intended cultivar or breeding purpose? action
Volunteers and seed shedding
Distinguish intended cultivation from unwanted persistence or spread.
Persistence and control window
Use reproductive state and observed recruitment to assess retention or removal.
- Are plants deliberately planted, volunteers or escapes, and what seed shedding or later seedling emergence has actually been observed? measurement
- If removal is intended, what action before further seed production and what subsequent monitoring are appropriate locally? action
Evidence and external alignment What the world already says about this thing, gathered so the model can be checked against it.
Reported evidence
Findings from the breadth pass, kept separate from the structural claims.
Kinds and varieties
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- Which of these kinds and varieties hold for the sense of Sorghum bicolor this model covers, and on what evidence? provenance
Identifiers and schemes
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- Which of these identifiers and schemes hold for the sense of Sorghum bicolor this model covers, and on what evidence? provenance
Standards and regulation
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- Which of these standards and regulation hold for the sense of Sorghum bicolor this model covers, and on what evidence? provenance
Real-world use
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- Which of these real-world use hold for the sense of Sorghum bicolor this model covers, and on what evidence? provenance
Typical measurements
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- Which of these typical measurements hold for the sense of Sorghum bicolor this model covers, and on what evidence? provenance
Failure modes and hazards
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- Which of these failure modes and hazards hold for the sense of Sorghum bicolor this model covers, and on what evidence? provenance
Regional variation
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- Which of these regional variation hold for the sense of Sorghum bicolor this model covers, and on what evidence? provenance
Neighbouring kinds and how to tell them apart
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- 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? provenance
Classifiers Filled
- Family
- Thing Registry
- Category
- Physical world and living systems
- Entry kind
- thing
- Plane
- PHY
- Domain
- PHY.LIV
- Other names and narrower kinds
- sweet sorghum
What it is Filled
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.
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
Why it exists Filled
Enable an AI agent to recognise Sorghum bicolor, assess its development and condition, and determine evidence-supported options for cultivation, propagation, harvest or removal.
Distinguishing features Filled
- 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.
What robots and AI may and may not do Filled
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.
Only with a human decision
- Grazing or feeding decisions for livestock.
May
- Identify sorghum and report crop condition, water need and pests to the grower.
- Describe grain, forage and sweet sorghum uses.
Moral aspects Filled
- Sorghum feeds millions in dry regions and is vital to food security.
- Young or stressed plants can poison grazing livestock.
Who is affected
- Smallholder farmers
- Livestock
- Communities in dry regions
Owners Filled
Steward
The grower; variety rights are held by breeders and listed in plant variety registers.
Master systems
- National plant variety registers
- Genebank accession databases
Links to other meta-models Filled
parent
- Q11992872 - registry parent class
- Q157957 - registry parent class
What else AI and robots need to interact with it Filled
Identity and identifiers required Filled
- Vercy registry: vr.tr.sorghum-bicolor
- Wikidata: Q332062 (https://www.wikidata.org/wiki/Q332062)
Direct properties required Filled
- Identity determination: Taxonomic authority and version, voucher or diagnostic evidence, determiner and confidence
- Cultivar and pedigree: Cultivar, accession or seed-source record; pedigree known, partial or unknown
- Use type: Grain, forage, sweet-stem, broomcorn, multipurpose or unresolved; multiple values allowed
- Developmental stage: Emergence, vegetative, boot, heading, flowering, grain filling, physiological maturity, senescence or regrowth
- Stature and tillering: Height in cm using a stated endpoint; live and reproductive tillers per plant
- Panicle and grain phenotype: Panicle openness and orientation, glume coverage, awn presence, grain colour and shattering state
- Water and temperature injury: No observed injury, suspected or confirmed drought, waterlogging, heat or frost injury; tissue and date recorded
- Stand integrity: Plants per square metre; percentage lodged, dead or visibly damaged within a stated sample
- Grain readiness: Grain moisture percentage with wet or dry basis stated; sampled panicles and maturity evidence recorded
- Stem soluble solids: Degrees Brix, sampled internode, extraction method and date
- Forage hazard assays: Cyanide or cyanogenic potential and nitrate reported separately; analyte, mg/kg, moisture basis, tissue, method and sampling date
- Reproductive and volunteer status: Planted, volunteer or escaped; flowering status, seed retention and observed subsequent emergence
Recognition required Filled
- Tall grass stems with broad leaves and a waxy surface.
- Dense or open seed heads at the top, coloured white, red or brown.
Capabilities and actions required Filled
- 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.
Hazards and failure modes required Filled
- Livestock poisoning from young or drought-stressed plants.
- Grain mould and bird damage.
- Crop loss in extended drought.
Standards and interfaces required Filled
- 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.
Context of use required Filled
- 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.
Sources Filled
- Sorghum bicolor (L.) Moench - Plant Profile - Accepted scientific name, USDA PLANTS symbol SOBI2, family Poaceae, and status as a cultivated cereal/forage grass in the United States.
- Sorghum bicolor (L.) Moench - GRIN-Global Taxonomy - Author citation (L.) Moench, GRIN taxon id 35022, and the cultivated-species circumscription used in germplasm collections.
- Sorghum - FAO Land & Water crop information - Agronomic identity as a drought-tolerant C4 cereal, typical growing-season length, temperature and water requirements, and principal uses as grain and forage.
- CXS 172-1989: Standard for Sorghum Grain - International food-standard definition of sorghum grain (Sorghum bicolor (L.) Moench), moisture and quality limits, and the tannin/non-tannin distinction used in trade.
- Wikidata item Q332062: Sorghum bicolor - identity and sense of the item
- Wikipedia: Sorghum - general description of the item
Open questions
- 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?
Machine files
Provenance
thing registry research (pass 2) · unreviewed
Built from: models/things/publications/thing-q332062/spec.json