poaching
Enable an AI agent to recognise suspected wildlife poaching, assess the evidence and applicable restrictions, and identify justified protective or investigative actions.
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 suspected wildlife poaching, assess the evidence and applicable restrictions, and identify justified protective or investigative actions.
one careful sentence a specialist would accept, not a dictionary gloss.
It can be Compare the alleged taking with restrictions and claimed permissions applicable to its target, place and time.; Request missing evidence that could distinguish prohibited taking from lawful activity or another cause of wildlife loss.; Associate observations with a suspected incident while preserving alternative explanations and source uncertainty.; Prioritise authorized protective referrals using evidence of ongoing taking or affected live organisms.; Prepare an incident account for an appropriate reviewer while restricting access to sensitive wildlife locations.; Revise or withdraw the poaching classification when new evidence changes the assessment..
Distinguishing features
The allegation concerns taking or attempting to take wild organisms; possession or sale alone does not establish the underlying taking event.
Classification requires an identified restriction and evidence of its applicability, rather than treating every wildlife taking as poaching.
A claimed permit, exemption or customary entitlement is assessed against the particular organism, actor, place, time and conduct.
An injured or dead animal is evidence requiring explanation, not sufficient proof of deliberate prohibited taking.
Wildlife taking is distinguished from taking managed animals or cultivated organisms, with uncertain boundary cases recorded explicitly.
Scope
+ The targeted wild organisms, their wild or managed status, and the taking or attempted taking alleged.
+ The location, time, actor permissions and applicable restrictions relevant to the alleged act.
+ Evidence supporting or challenging the classification of an incident as poaching.
+ The incident's observed effects on organisms and its relationship to repeated taking.
+ Protective responses, investigation referrals and changes in the incident's assessment.
- Cooking food by poaching.
- Employee, customer or talent recruitment described metaphorically as poaching.
- Lawful hunting, fishing and collecting, except as comparison cases for classification.
- Downstream wildlife trafficking and trade as independently modelled activities.
- General wildlife population management and habitat conservation programmes.
- Court proceedings and penalties beyond their relationship to the incident.
Characteristics
- Target organism
- Identified organism or taxon, with identification confidence and wild or managed status The target's identity and status affect which restrictions and protective responses require examination.
- Taking conduct
- Killing, capture, removal, collection, alleged attempt, other specified conduct, unknown Separates the act under assessment from presence, possession or trade.
- Incident stage
- Suspected preparation, ongoing attempt, completed taking, interrupted, stage unknown Indicates whether immediate protection or retrospective investigation may be relevant without assuming each stage constitutes an offence.
- Place and time
- Location or spatial extent and time interval, each with uncertainty Allows restrictions, seasonal conditions and authorization coverage to be assessed for the event.
- Applicable restriction
- Referenced rule or restriction, issuing authority, effective period and alleged breach condition Makes the basis for describing the taking as prohibited inspectable.
- Authorization assessment
- Not checked, authorization claimed, coverage supported, coverage exceeded, absence supported, disputed, unresolved Prevents missing paperwork or an unverified allegation from being treated automatically as proof of unauthorized taking.
- Organisms affected
- Count or estimated count range by organism type and outcome; unknown allowed Supports an incident-level assessment of scale without conflating observed losses with population effects.
- Poaching assessment
- Unassessed, suspected, evidence-supported, authority-confirmed, disputed, ruled out, unresolved Distinguishes an agent's evidential assessment from a determination by an identified authority.
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.
Wildlife taking boundary Establishes what organism and conduct the allegation concerns.
A model must separate poaching from lawful taking, unrelated wildlife mortality and other meanings of the word.
Target and status
Identifies the organisms targeted and the basis for treating them as wild.
Target identification
Records the organism identification and uncertainties relevant to the taking allegation.
- Which organisms were targeted, and what evidence supports their identification? definition
- Were the organisms wild, managed, captive, cultivated or of unresolved status at the time? boundary
Conduct and completion
Separates observed taking from alleged intent, preparation and downstream possession.
Taking act
Records the conduct alleged and whether an organism was actually killed, captured or removed.
- What taking conduct was observed, and what conduct is inferred? definition
- What evidence distinguishes completed taking or an attempt from presence, possession or an unrelated death? boundary
Restriction and entitlement Connects the alleged conduct to the rules and permissions that could govern it.
Poaching cannot be assessed solely from the physical act; its prohibited status needs an explicit and reviewable basis.
Applicable restrictions
Identifies restrictions applicable to this target and event.
Restriction applicability
Records the claimed prohibition and the conditions making it relevant to the incident.
- Which source establishes the restriction alleged to have been breached, and was it effective when the event occurred? provenance
- How do the target, location, time, method or quantity bring this conduct within that restriction? boundary
Permissions and exceptions
Assesses claimed authorization and unresolved entitlement questions.
Authorization coverage
Records whether a permit, exemption or asserted entitlement covers the particular taking.
- What permit, exemption or customary entitlement is claimed, and what source supports that claim? provenance
- Does the claimed authorization cover this actor and this taking, and which limits or competing interpretations remain unresolved? boundary
Incident reconstruction Organises observations into a bounded taking event with traceable evidence.
Wildlife remains, equipment and witness reports may support several explanations or refer to different events.
Event boundaries
Establishes the incident's spatial, temporal and participant boundaries.
Event linkage
Records why observations and participant roles are attributed to the same taking event.
- What location and time interval bound the taking, and how uncertain are those bounds? measurement
- What evidence links each observation and alleged participant role to this event? provenance
Evidence and alternatives
Preserves the basis and limits of the poaching interpretation.
Evidential support
Separates direct observations, reported claims and inferred explanations of the taking.
- Which observations support prohibited taking, who supplied them, and how were they obtained and preserved? provenance
- What evidence supports lawful taking, accidental death, natural mortality or another explanation? boundary
- What additional evidence would most directly resolve the disputed classification? action
Taking outcomes and scale Records direct organism outcomes and any supported relationship to broader losses.
Incident severity requires distinguishing counted effects from inferred ecological consequences and repeated activity.
Direct organism outcomes
Captures the condition and disposition of targeted and incidentally affected organisms.
Affected organisms
Records observed or estimated numbers by outcome without double counting.
- How many organisms were killed, injured, captured, removed, released or left with an unknown outcome? measurement
- Which counts are observed or estimated, and what evidence links incidental injuries or deaths to this taking? provenance
Wider loss context
Links the incident to recurrence and population context only where evidence supports the connection.
Recurrence and population relevance
Records supported connections to other taking events and separately sourced assessments of population consequences.
- What evidence links this incident to repeated taking rather than duplicate reporting of the same event? boundary
- What population information supports an assessment of these losses, and which wider effects remain unmeasured? measurement
Protection and review Connects the incident assessment to authorized protective action and subsequent reassessment.
An agent needs to distinguish immediate organism protection, evidence handling and authority determinations when deciding what may be done.
Protective response
Identifies ongoing threats and appropriate recipients for action.
Response options
Records actions supported by the observed situation and the acting party's authority.
- Is taking still occurring, or are live organisms injured, confined or otherwise in need of assistance? measurement
- Which authorized party can assess or address the situation, and what incident information is needed for that referral? action
- Which wildlife locations or evidence details require restricted sharing during the response? action
Assessment and disposition
Tracks the current classification, its basis and conditions for changing it.
Reviewable classification
Records whether poaching remains suspected, supported, disputed or ruled out and who made that assessment.
- Who assigned the current poaching assessment, using which evidence and applicable restriction? provenance
- What new evidence, authorization finding or authority determination would require revising or closing the allegation? action
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.
- the varieties people actually distinguish in practice, up to 8.
- Which of these kinds and varieties hold for the sense of poaching this model covers, and on what evidence? provenance
Sources
- what you actually read - definition, kinds
What the second pass must settle
- Does vr.tr.poaching denote wildlife taking, or another meaning of poaching, and which neighbouring registry or world-model entries already cover that meaning?
- Does the intended wildlife scope include aquatic organisms, plants, fungi, eggs and other collected biological material?
- When should preparation, attempts, incidental capture or taking on disputed land be classified as poaching rather than a related act?
- How should the model represent conflicts among statutory restrictions, customary rights and other claimed entitlements without prematurely settling them?
- What evidence thresholds and reviewer authority should distinguish suspicion, an evidence-supported assessment and an authority-confirmed determination?