African bush elephant
Enable an AI agent to recognise an African bush elephant, assess its condition and relationships, and determine appropriate observation, protection or authorised intervention.
Research draft, second pass
A second pass drafted this model: the structure a model of this thing needs, and what is known about it in the world. The line under this one says how the second half was obtained - researched against sources, or recalled without web access, in which case nothing here was read anywhere and every claim is a lead to verify. Unreviewed either way.
Researched by: Codex + Grok
Purpose and description
Enable an AI agent to recognise an African bush elephant, assess its condition and relationships, and determine appropriate observation, protection or authorised intervention.
The African bush elephant (Loxodonta africana) is the largest living terrestrial mammal, a savanna-and-woodland specialist of sub-Saharan Africa distinguished from the forest elephant by larger body size, more triangular ears, and less densely packed, more curved tusks.
It can be Identify or re-identify an elephant through non-invasive observation while retaining uncertainty.; Track changes in body condition, functional ability and calf dependence across sightings.; Relate movement to water, forage and barriers to inform habitat-access protection.; Assess encounter conditions and recommend space, withdrawal or trained responder involvement.; Flag suspected injury, entrapment or calf separation for qualified assessment.; Evaluate whether monitoring, sampling or relocation proposals have sufficient evidence, authority and safeguards for the elephant and its associates..
Distinguishing features
Compare ear outline and tusk orientation with African forest elephant: forest elephants generally have more rounded ears and straighter, downward-directed tusks; record multiple visible traits and retain uncertainty when views are poor. [African forest elephant account](https://animaldiversity.org/accounts/Loxodonta_cyclotis/)
Inspect the trunk tip: two finger-like projections support African elephant rather than Asian elephant attribution, but do not distinguish bush from forest elephant. [African bush elephant account](https://animaldiversity.org/accounts/Loxodonta_africana/)
Compare shoulder height and overall build only against age- and sex-appropriate references: larger adult size supports bush rather than forest elephant attribution but is insufficient alone. [African bush elephant account](https://animaldiversity.org/accounts/Loxodonta_africana/)
Check whether the identification explicitly resolves Loxodonta africana rather than using an older, inclusive African-elephant label; the registry entry excludes Loxodonta cyclotis. [Mammal Diversity Database](https://www.mammaldiversity.org/taxon/1000522/)
Scope
+ Species attribution and persistent identification of individual elephants.
+ Age, sex, physical condition and functional ability.
+ Reproductive state, calf dependence and social relationships.
+ Movement, seasonal resource access and observed ecological interactions.
+ Individual exposure to threats and evidence needed to justify intervention.
- African forest elephant and Asian elephant models, except comparative recognition criteria.
- Population census methods, demographic forecasts and species-wide conservation assessments.
- Complete ecosystem, watershed and protected-area models.
- Veterinary treatment protocols, drug dosing and capture procedures.
- Ivory products, trade transactions and wildlife-crime investigations.
- Organisational management plans and jurisdiction-wide legal rules.
Characteristics
- Species attribution
- Loxodonta africana supported; African elephant unresolved; possible mixed ancestry; alternative species supported Prevents ambiguous observations and historical names from becoming confident bush-elephant records.
- Individual recognition evidence
- Links to dated ear-pattern, tusk, scar, photographic, tag or genetic evidence Supports longitudinal assessment without treating similar-looking elephants as the same individual.
- Estimated age
- Years or age interval, with estimation method and uncertainty Provides context for size, independence, reproduction and physical wear.
- Sex assessment
- Female; male; undetermined, with supporting observation Supports interpretation of development and reproductive observations without inferring sex from tusks alone.
- Shoulder height
- Metres, with measurement or estimation method Supports growth assessment and size comparison when age, sex and perspective are accounted for.
- Body condition
- Named elephant condition score, score value, assessment date and visibility limitations Makes changes in condition interpretable without inventing a universal healthy-weight threshold.
- Trunk, tusk and locomotor function
- For each function: no impairment observed; impaired; unassessed, with evidence Connects visible damage to feeding, drinking and movement capability.
- Reproductive condition
- Pregnancy, lactation or musth assessment, each dated and marked observed, suspected, confirmed or unknown Supports interpretation of physiological state and planning of encounters or interventions.
- Calf and social dependencies
- Dated links to dependent calves, mother, family associates or bull associates, with relationship confidence Reveals who could be affected by separation, loss or relocation of an individual.
- Resource access
- Water, forage and shade access: available; constrained; unavailable; unknown, with season and location Relates condition and movement to the resources actually reachable by the elephant.
- Movement and passage
- Time-stamped locations, movement segments and links to crossings, barriers or corridors Supports assessment of interrupted routes and exposure at roads, fences or settlements.
- Human encounter state
- Observed behaviour, separation distance in metres, calf presence, escape routes and incident context Supports encounter-specific decisions without labelling an elephant permanently aggressive.
Also called
Where this came from
wikidata · CC0 1.0
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 6 bundles · 11 layers · 11 findings · 23 questions.
Recognition and identity Establish species attribution and continuity of individual identity.
Confusion with forest elephants and misidentification between individuals can invalidate every later assessment.
Species boundary
Resolve the registered taxon using explicit evidence.
Bush elephant attribution
Record the combination of anatomical, locality and specialist evidence supporting attribution, including contradictory observations.
- Which visible ear, tusk, trunk-tip and body traits support bush elephant attribution, and which alternatives remain plausible? definition
- Does the supporting record use Loxodonta africana in its current species sense or as an older inclusive African-elephant name? provenance
- What evidence would require leaving this elephant unresolved rather than assigning it to this registry entry? boundary
Individual continuity
Connect sightings without confusing identity with temporary appearance.
Ear, tusk and scar matching
Maintain dated recognition evidence that accommodates changing tusks, wounds and visibility.
- Which ear notches, venation patterns, tusk asymmetries or scars distinguish this elephant in the available photographs? measurement
- Who matched the sightings, using which images or identifiers, and with what confidence? provenance
Body condition and function Assess development, condition and the ability to perform essential activities.
An elephant's size alone cannot establish its health or ability to feed, drink and travel.
Development and condition
Interpret body measurements in the context of age, sex and observation method.
Condition relative to life stage
Record estimated age, sex, shoulder height and repeatable body-condition observations with uncertainty.
- How were age, sex and shoulder height assessed, and what uncertainty follows from distance or partial visibility? measurement
- Has condition changed under the same elephant-specific scoring method, accounting for season and reproductive state? measurement
Feeding, drinking and mobility
Link anatomical observations to demonstrated function.
Essential function impairment
Distinguish observed difficulty using the trunk, processing food or walking from damage that has no demonstrated functional effect.
- Can the elephant grasp forage, transfer water, chew and bear weight normally in the observed setting? measurement
- Which signs warrant qualified assessment, and what remains unseen rather than demonstrably normal? action
Social and reproductive dependencies Represent relationships and reproductive states that affect the elephant and its associates.
An action directed at one elephant may disrupt calf care or established social relationships.
Family and association
Separate repeated social relationships from momentary proximity.
Dependent calves and associates
Record nursing, care, repeated association and separation evidence without assuming that the nearest adult is the mother.
- Which observations establish nursing or care dependence between a calf and a particular adult? provenance
- Which associates could be affected if this elephant were absent, isolated or moved? action
Reproductive state
Record dated reproductive assessments and their evidential limits.
Pregnancy, lactation and musth
Keep observed signs separate from confirmed physiological states and encounter-specific behavioural judgments.
- What observations or examinations support pregnancy, lactation or musth, and when were they made? provenance
- How should the assessed state affect observation or intervention planning without treating it as proof of aggression? action
Seasonal range and resource use Connect elephant movement and activity to accessible resources and landscape constraints.
Condition and movement need interpretation against seasonal water, forage and passage availability.
Water and forage access
Record resources used and whether the elephant can reach them.
Seasonal resource dependence
Connect observed drinking and feeding to dated resource conditions rather than fixed species-wide requirements.
- Which water sources and forage patches has this elephant actually used during the recorded season? measurement
- Is reduced use explained by resource depletion, blocked access, disturbance or insufficient observation? boundary
Passage and landscape effects
Represent movement constraints and directly evidenced interactions with vegetation.
Routes, barriers and foraging effects
Link the elephant to observed crossings, blocked routes and feeding effects while leaving ecosystem-wide conclusions to neighbouring models.
- Which movement records show successful passage, repeated detours or obstruction at roads and fences? measurement
- Which browsing, bark stripping or tree-pushing events were directly attributed to this elephant, and which remain unattributed? provenance
Threats and permitted intervention Translate observed threats and encounter conditions into justified, authorised responses.
Poaching and habitat loss are established species-level threats, but action requires local evidence and authority. [IUCN African elephant assessment announcement](https://iucn.org/news/species/202103/african-elephant-species-now-endangered-and-critically-endangered-iucn-red-list)
Encounter and threat assessment
Assess a particular event without assigning permanent behavioural labels.
Contextual encounter risk
Record elephant behaviour, nearby people, calves, barriers and retreat options alongside evidence of injury or disturbance.
- What was observed before and during the encounter, including distances, calf positions, elephant movement and available escape routes? measurement
- Does the evidence support creating space, withdrawing, monitoring remotely or contacting trained responders? action
Intervention justification
Connect proposed actions to purpose, authority, welfare dependencies and follow-up.
Authorised elephant intervention
Record why monitoring, sampling, capture or relocation is proposed and link to current permissions and qualified operational protocols.
- Which current jurisdiction, permissions and responsible specialists govern the proposed action on this elephant? provenance
- How does the proposal address calf dependence, social separation, reproductive condition and post-action monitoring? action
- What missing evidence or adverse condition requires deferring or stopping the action? boundary
Evidence and external alignment What the world already says about this thing, gathered so the model can be checked against it.
A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.
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.
- Loxodonta africana africana (southern African bush elephant)
- Loxodonta africana knochenhaueri (East African bush elephant)
- Loxodonta africana oxyotis (East African form, historically used)
- captive/zoo-managed African bush elephant
- Which of these kinds and varieties hold for the sense of African bush elephant this model covers, and on what evidence? provenance
Sources
- pending
What the second pass must settle
- Which diagnostic evidence and escalation criteria reliably distinguish bush elephants, forest elephants and possible hybrids where appearance or historical records are ambiguous?
- Which age-estimation and body-condition methods are validated across the populations, sexes and life stages this model will cover?
- What duration and quality of observation are sufficient to infer calf independence, persistent social association or meaningful separation?
- Which local seasonal baselines distinguish ordinary movement and resource variation from water stress, nutritional decline or disrupted passage?
- Which jurisdiction-specific authorities, encounter criteria and intervention protocols should be linked for each deployment, and how will their currency be checked?