Text Generation
Transformers
Safetensors
GGUF
MLX
qwen3
lora
regulatory
compliance
ontology-extraction
information-extraction
flowx
conversational
Eval Results (legacy)
text-generation-inference
Instructions to use flowxai/semantic-mapper with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use flowxai/semantic-mapper with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="flowxai/semantic-mapper") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("flowxai/semantic-mapper") model = AutoModelForCausalLM.from_pretrained("flowxai/semantic-mapper", device_map="auto") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=40) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - MLX
How to use flowxai/semantic-mapper with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("flowxai/semantic-mapper") prompt = "Write a story about Einstein" messages = [{"role": "user", "content": prompt}] prompt = tokenizer.apply_chat_template( messages, add_generation_prompt=True ) text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use flowxai/semantic-mapper with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf flowxai/semantic-mapper:Q4_K_M # Run inference directly in the terminal: llama cli -hf flowxai/semantic-mapper:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf flowxai/semantic-mapper:Q4_K_M # Run inference directly in the terminal: llama cli -hf flowxai/semantic-mapper:Q4_K_M
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf flowxai/semantic-mapper:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf flowxai/semantic-mapper:Q4_K_M
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf flowxai/semantic-mapper:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf flowxai/semantic-mapper:Q4_K_M
Use Docker
docker model run hf.co/flowxai/semantic-mapper:Q4_K_M
- LM Studio
- Jan
- vLLM
How to use flowxai/semantic-mapper with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "flowxai/semantic-mapper" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "flowxai/semantic-mapper", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/flowxai/semantic-mapper:Q4_K_M
- SGLang
How to use flowxai/semantic-mapper with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "flowxai/semantic-mapper" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "flowxai/semantic-mapper", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "flowxai/semantic-mapper" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "flowxai/semantic-mapper", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Ollama
How to use flowxai/semantic-mapper with Ollama:
ollama run hf.co/flowxai/semantic-mapper:Q4_K_M
- Unsloth Studio
How to use flowxai/semantic-mapper with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for flowxai/semantic-mapper to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for flowxai/semantic-mapper to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for flowxai/semantic-mapper to start chatting
- Pi
How to use flowxai/semantic-mapper with Pi:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "flowxai/semantic-mapper"
Configure the model in Pi
# Install Pi: npm install -g @mariozechner/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "mlx-lm": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "flowxai/semantic-mapper" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use flowxai/semantic-mapper with Hermes Agent:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "flowxai/semantic-mapper"
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default flowxai/semantic-mapper
Run Hermes
hermes
- Atomic Chat new
- OpenClaw new
How to use flowxai/semantic-mapper with OpenClaw:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "flowxai/semantic-mapper"
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "flowxai/semantic-mapper" \ --custom-provider-id mlx-lm \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
- MLX LM
How to use flowxai/semantic-mapper with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "flowxai/semantic-mapper"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "flowxai/semantic-mapper" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "flowxai/semantic-mapper", "messages": [ {"role": "user", "content": "Hello"} ] }' - Docker Model Runner
How to use flowxai/semantic-mapper with Docker Model Runner:
docker model run hf.co/flowxai/semantic-mapper:Q4_K_M
- Lemonade
How to use flowxai/semantic-mapper with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull flowxai/semantic-mapper:Q4_K_M
Run and chat with the model
lemonade run user.semantic-mapper-Q4_K_M
List all available models
lemonade list
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n_canonical: 252
concepts:
- id: adverse_action_notice
definition: Duty to notify and justify denial/counteroffer on a credit application.
primary_domain: general
- id: aircraft_cargo_placement
definition: Placement, accessibility, and location of hazmat cargo aboard aircraft
(accessible vs inaccessible loading).
primary_domain: logistics
- id: aml_cft_program
definition: 'Institution''s AML/CFT internal framework: policies, controls, compliance
officer, group-wide and cross-border application.'
primary_domain: banking
- id: aml_training_awareness
definition: Staff training and awareness measures to detect and prevent money laundering
and terrorist financing.
primary_domain: banking
- id: annual_leave
definition: Paid annual leave entitlement, accrual, duration and caps.
primary_domain: labor
- id: anti_discrimination
definition: Neutral, non-discriminatory claims settlement barring bias on protected
characteristics or territory.
primary_domain: insurance
- id: arson_exception
definition: Exception to claim-handling rules where arson or similar wrongful conduct
is involved.
primary_domain: insurance
- id: asset_liability_valuation
definition: Fair-value, arm's-length valuation of assets and liabilities, including
own-credit-standing exclusion.
primary_domain: insurance
- id: authorized_packaging
definition: Authorized/combination/non-bulk/bulk packaging types and the shipper's
obligation to use packaging authorized for the material.
primary_domain: logistics
- id: auto_repair_freedom
definition: Insured's right to choose the repair shop and prohibition on mandating
a specific repairer for motor-vehicle claims.
primary_domain: insurance
- id: base_salary
definition: Base salary and contractually agreed remuneration.
primary_domain: labor
- id: beneficial_ownership
definition: Identification of the natural persons who ultimately own or control
a customer or corporate entity, incl. ownership registers.
primary_domain: banking
- id: candidate_verification
definition: Verification of a hire's professional and personal aptitudes before
engagement.
primary_domain: labor
- id: capital_deductions
definition: Items deducted from own funds (intangibles, deferred tax assets, significant
investments, credit-risk adjustments).
primary_domain: banking
- id: capital_requirements
definition: Minimum and additional capital/own-funds requirements, incl. Pillar
2 and buffer-related restrictions.
primary_domain: banking
- id: card_based_payments
definition: Card-based payment instruments issued by third parties and related confirmations.
primary_domain: banking
- id: cargo_tank_requirements
definition: 'Cargo tank and portable/tank equipment: markings, relief valves, level
gauging, filling density, and periodic inspection.'
primary_domain: logistics
- id: carrier_transport_contract
definition: 'Logistics: freight/carriage contract, carrier obligations, and liability.'
primary_domain: general
- id: central_counterparty_clearing
definition: Clearing of OTC derivatives through central counterparties, incl. QCCP
treatment and CCP exposures.
primary_domain: banking
- id: claim_acceptance_or_denial
definition: Affirmation or denial of coverage for a claim within a reasonable time,
with a stated basis.
primary_domain: insurance
- id: claim_acknowledgement
definition: Insurer's prompt acknowledgement and initial communication of receipt
of a claim.
primary_domain: insurance
- id: claim_investigation
definition: Prompt, reasonable investigation of a claim, including required standards
and materiality limits.
primary_domain: insurance
- id: claim_payment_deadline
definition: Deadline for actual payment of an accepted claim once due.
primary_domain: insurance
- id: claimant_rights
definition: Rights of claimants and insureds during claim handling, including definitions
of claimant and first-party claim.
primary_domain: insurance
- id: claims_handling_procedures
definition: Insurer's internal written standards, procedures, and claims-agent training
for claim handling.
primary_domain: insurance
- id: client_reporting
definition: Periodic/durable-medium communications and statements to clients.
primary_domain: general
- id: closure_integrity
definition: Requirements that closures, manholes, and seals be leakproof and secured
to prevent release.
primary_domain: logistics
- id: coercive_settlement_practice
definition: Prohibited coercive or leveraging tactics that pressure claimants (compelling
litigation, using coverage as leverage, restricting attorney access).
primary_domain: insurance
- id: collective_bargaining
definition: Collective agreements, mandatory negotiation duties and union representation.
primary_domain: labor
- id: compensatory_rest
definition: Replacement rest granted when normal rest is reduced or worked.
primary_domain: labor
- id: competent_authority
definition: The regulatory/supervisory authorities and standard-setters (EBA, competent
authority) and their instruments.
primary_domain: banking
- id: compliance_function
definition: Compliance policies, compliance officer, and monitoring of personal
transactions/tied agents.
primary_domain: banking
- id: compressed_gas_material
definition: Compressed, liquefied, nonliquefied, or refrigerant gases and pressurized
receptacles/aerosols as regulated substances.
primary_domain: logistics
- id: conflict_of_interest
definition: Identifying and preventing conflicts between interests in a regulated
activity.
primary_domain: general
- id: conflicts_of_interest
definition: Identification, prevention, and management of conflicts of interest.
primary_domain: banking
- id: consent
definition: Free/explicit consent as a validity or processing condition.
primary_domain: general
- id: consumer_credit
definition: 'Consumer lending disclosures: loan/finance charges, mortgages, ability-to-repay.'
primary_domain: general
- id: consumer_liability_eft
definition: Consumer liability limits and notice requirements for unauthorised electronic
fund transfers / access devices.
primary_domain: banking
- id: contract_form_requirements
definition: Written/electronic form, language and legibility requirements for the
contract.
primary_domain: labor
- id: correspondent_banking
definition: Rules for cross-border correspondent relationships, respondent institutions,
and payable-through accounts.
primary_domain: banking
- id: corrosive_material
definition: Corrosive materials (Class 8) as a regulated substance category.
primary_domain: logistics
- id: cost_and_charge_disclosure
definition: Disclosure of all costs and charges associated with an insurance-based
investment product.
primary_domain: insurance
- id: coverage_disclosure
definition: Disclosure to claimants of applicable coverage, benefits, and policy
limits.
primary_domain: insurance
- id: credit_exposure
definition: 'Banking: exposures, obligors, default, past-due, collateral, and mortgages.'
primary_domain: general
- id: credit_institution_definition
definition: Definitions and scope of credit/financial institutions and deposit-taking
activity.
primary_domain: banking
- id: credit_risk
definition: Credit-risk exposure measurement, defaults, past-due obligors, and non-performing
exposures.
primary_domain: banking
- id: credit_risk_mitigation
definition: Recognition of collateral, covered bonds, and other techniques that
reduce credit-risk exposure.
primary_domain: banking
- id: creditworthiness_assessment
definition: Evaluation of a borrower's creditworthiness and ability to repay.
primary_domain: banking
- id: cross_border_operations
definition: Right of establishment / freedom to provide services across jurisdictions.
primary_domain: general
- id: cross_selling
definition: Rules on bundled or tied products, component separability, and cost
disclosure in cross-selling.
primary_domain: insurance
- id: customer_due_diligence
definition: Identifying and verifying customers and understanding the business relationship
before/while providing services (CDD/KYC).
primary_domain: banking
- id: customer_identity_verification
definition: Verifying the identity of the customer and confirming who holds/controls
the account.
primary_domain: banking
- id: cylinder_requalification
definition: Periodic requalification, visual inspection, service-pressure verification
and pressure-relief-device checks of cylinders.
primary_domain: logistics
- id: cylinder_requirements
definition: Compressed-gas cylinder construction, materials (aluminum/DOT-3AL),
oxygen service, and filling limits.
primary_domain: logistics
- id: daily_rest
definition: Minimum uninterrupted rest between two working days.
primary_domain: labor
- id: dangerous_goods_transport
definition: 'Logistics: transport of hazardous/dangerous goods and required notification.'
primary_domain: general
- id: data_protection
definition: Protection of personal data and explicit consent to its processing.
primary_domain: banking
- id: definitions
definition: Regulatory definitional provisions (business day, form title, working
day, etc.).
primary_domain: general
- id: derivatives_reporting
definition: Derivative-contract lifecycle events, novation, and reporting to trade
repositories.
primary_domain: banking
- id: disclosure_obligation
definition: Duty to disclose required information to counterparties or authorities.
primary_domain: general
- id: dismissal_for_cause
definition: Termination grounded in employee fault, misconduct or good cause.
primary_domain: labor
- id: dismissal_general
definition: Termination of employment by the employer as a general concept.
primary_domain: labor
- id: dismissal_justification
definition: Requirement to state and justify a real and serious cause for dismissal.
primary_domain: labor
- id: dismissal_procedure
definition: 'Procedural steps for dismissal: interview, summons, registered letter,
deadlines.'
primary_domain: labor
- id: dismissal_protection
definition: Special dismissal protection for disability, maternity and protected
periods.
primary_domain: labor
- id: dismissal_remedies
definition: 'Remedies for unlawful dismissal: reinstatement, indemnity, compensation
caps, scales.'
primary_domain: labor
- id: distributor_conduct
definition: Honest, fair, professional conduct of insurance distributors acting
in the client's best interest, including distributor identity and complaints handling.
primary_domain: insurance
- id: dividend_and_financial_misrepresentation
definition: Prohibition on misrepresenting dividends, financial condition, or estimates,
and on inducing policy replacement or lapse.
primary_domain: insurance
- id: documentation_standard
definition: Standards for documentation, record retention, and evidentiary records
in insurance operations.
primary_domain: insurance
- id: drum_specification
definition: Construction and specification standards for drums and jerricans (steel/aluminum/plastic,
1A/1B/1H specs, UV resistance).
primary_domain: logistics
- id: economic_dismissal
definition: Dismissal on operational/redundancy grounds not linked to the person.
primary_domain: labor
- id: electronic_documentation
definition: 'Logistics: electronic/machine-readable regulatory transport information
platforms.'
primary_domain: general
- id: electronic_fund_transfer_errors
definition: 'Error resolution for electronic fund transfers: notice, investigation
timeline, provisional credit (Reg E).'
primary_domain: banking
- id: electronic_money
definition: Electronic money and anonymous prepaid card products and their low-risk
derogations.
primary_domain: banking
- id: eligible_own_funds
definition: Own funds eligible to cover capital requirements.
primary_domain: insurance
- id: emergency_response_information
definition: 'Emergency response and first-aid information: immediate hazards, incident
mitigation, spill handling, and response plans accompanying a shipment.'
primary_domain: logistics
- id: employee_registration
definition: Registering employees in official registers and transmitting data to
authorities.
primary_domain: labor
- id: employee_rights
definition: General employee rights, entitlements, information and consultation.
primary_domain: labor
- id: employer_obligations
definition: General employer duties and cost-bearing obligations toward employees.
primary_domain: labor
- id: employment_contract
definition: The individual employment contract, its essential clauses and formation.
primary_domain: labor
- id: employment_relationship_criteria
definition: 'Tests defining an employment relationship: subordination, dependency,
substance over form.'
primary_domain: labor
- id: enhanced_due_diligence
definition: Heightened AML scrutiny for higher-risk customers, relationships, or
jurisdictions.
primary_domain: general
- id: environmentally_hazardous_material
definition: Marine pollutants, petroleum oil, and other environmentally hazardous
/ miscellaneous (Class 9) substances and reportable/hazardous-substance status.
primary_domain: logistics
- id: explosive_material
definition: Explosives and explosive articles, including fireworks, cartridges,
and detonating cord.
primary_domain: logistics
- id: exposure_class
definition: Classification of exposures by counterparty/asset type (retail, residential
mortgage, central government, MDBs, etc.).
primary_domain: banking
- id: extraordinary_termination
definition: Summary/immediate termination without notice for serious cause and its
deadlines.
primary_domain: labor
- id: fair_lending
definition: 'Non-discrimination in credit: prohibited bases, marital status, age,
childbearing, income, account treatment.'
primary_domain: banking
- id: fair_lending_data_collection
definition: Collection of demographic/monitoring data for fair-lending oversight
(HMDA, ethnicity/race, dwelling-secured credit).
primary_domain: banking
- id: false_advertising
definition: Prohibition on false, deceptive, or misleading advertising, statements,
or public dissemination about insurance.
primary_domain: insurance
- id: financial_intelligence_unit
definition: The national authority (FIU) that receives, analyses, and acts on suspicious-transaction
reports.
primary_domain: banking
- id: fit_and_proper
definition: 'Suitability of board members and key staff: knowledge, independence
of mind, and directorship limits.'
primary_domain: banking
- id: flammable_liquid_material
definition: Flammable and combustible liquids as a regulated material category.
primary_domain: logistics
- id: form_requirements
definition: 'Formal requirements: written/registered-letter/language/legibility
of documents.'
primary_domain: general
- id: fraud_investigation_and_reporting
definition: Special investigation units, mandatory fraud reporting, notification,
and referral to authorities.
primary_domain: insurance
- id: fraud_reporting_immunity
definition: Civil liability protection and good-faith immunity for parties reporting
suspected fraud without malice.
primary_domain: insurance
- id: good_faith_settlement
definition: Overarching obligation of good faith and fair dealing in settling and
handling claims.
primary_domain: insurance
- id: governance
definition: Internal governance, management-body accountability, and organisational
arrangements.
primary_domain: general
- id: governance_arrangements
definition: Overall internal governance, organisational structure, and sound-management
arrangements of the institution.
primary_domain: banking
- id: harassment
definition: 'Moral harassment: repeated acts degrading conditions, dignity or career
prospects.'
primary_domain: labor
- id: hazard_class_division
definition: A specific hazard class or division code (Class 1-9 and their divisions,
e.g. 1.1, 2.1, 5.1, 6.1) identifying the primary hazard type.
primary_domain: logistics
- id: hazard_classification
definition: The system and act of classifying a material by its hazard nature (assigning
class, division, or determining what makes it hazardous).
primary_domain: logistics
- id: hazard_labeling
definition: 'Hazard labels and their design/specifications: diamond labels, color,
background, durability, weather resistance, and class-specific label types.'
primary_domain: logistics
- id: hazmat_marking
definition: 'Required markings on packages: identification number, RQ, orientation,
technical name, and non-bulk/bulk marking requirements.'
primary_domain: logistics
- id: hazmat_training
definition: 'Hazmat employee training: initial, recurrent (three-year cycle), security,
and function-specific training.'
primary_domain: logistics
- id: high_cost_mortgage
definition: 'Restrictions on high-cost/higher-priced mortgages: APR thresholds,
balloon payment and negative-amortization bans.'
primary_domain: banking
- id: high_risk_jurisdiction
definition: Enhanced obligations toward third countries with strategic AML/CFT deficiencies.
primary_domain: banking
- id: ibip_investment_product
definition: Insurance-based investment products (IBIP) and their distribution-specific
requirements.
primary_domain: insurance
- id: identity_verification
definition: Confirming the identity of a customer or beneficial owner from reliable
evidence.
primary_domain: general
- id: incident_reporting
definition: 'Reporting of hazmat incidents: immediate telephone notification, National
Response Center, and written reports (DOT Form 5800.1).'
primary_domain: logistics
- id: inner_packaging_protection
definition: Protection of contents via cushioning, inner packaging protection, and
safe internal arrangement.
primary_domain: logistics
- id: insolvency_protection
definition: Protection of injured third parties against insurer or insured insolvency
and mandatory liability-policy provisions.
primary_domain: insurance
- id: insurance_contract
definition: Formation, scope, exclusions, premiums, and termination of insurance
cover.
primary_domain: general
- id: insurance_distribution
definition: Insurance intermediary/distributor conduct, competence, and indemnity
duties.
primary_domain: general
- id: insurance_fraud
definition: Fraudulent insurance acts including false material statements, application
fraud, and workers-compensation fraud.
primary_domain: insurance
- id: insured_duty_to_cooperate
definition: Insured's duty to cooperate, submit to examination under oath, and produce
books and records.
primary_domain: insurance
- id: insurer_indemnity_offer
definition: Insurer's duty to make a timely indemnity offer within statutory deadlines
(e.g. three/eight months).
primary_domain: insurance
- id: insurer_liability
definition: Insurer's coverage obligations, exemptions, and liability limits.
primary_domain: general
- id: internal_controls
definition: Internal control systems, segregation of duties, and internal policies.
primary_domain: banking
- id: internal_model
definition: Use, appropriateness, and use-test governance of an insurer's internal
model.
primary_domain: insurance
- id: investment_governance
definition: Prudent-person principle and governance of investment risk.
primary_domain: insurance
- id: irb_approach
definition: Internal ratings-based approach for calculating credit-risk capital
requirements.
primary_domain: banking
- id: large_exposures
definition: Limits, exemptions, and preferential treatment for large or concentrated
exposures.
primary_domain: banking
- id: leverage_ratio
definition: Non-risk-based capital-to-exposure measure and its exposure/capital
components.
primary_domain: banking
- id: licensing_authorization
definition: Requirement to be authorized/licensed to conduct a regulated activity.
primary_domain: general
- id: limited_quantity_exception
definition: Limited-quantity, consumer-commodity, small-quantity and packaging exceptions
with reduced regulatory burden.
primary_domain: logistics
- id: liquidity_requirements
definition: Liquidity standards and requirements imposed on institutions.
primary_domain: banking
- id: lithium_battery
definition: Lithium batteries and their specific transport conditions and provisions.
primary_domain: logistics
- id: loading_handling_operations
definition: 'Operational safety during loading/unloading and transit: attendance,
qualified persons, smoking prohibition, and heat-sensitive handling.'
primary_domain: logistics
- id: management_body
definition: The management/supervisory body, its accountability, and chairman/CEO
separation.
primary_domain: banking
- id: market_operational_risk
definition: 'Banking: market, operational, and other non-credit risk categories.'
primary_domain: general
- id: minimum_capital_requirement
definition: Minimum Capital Requirement, its absolute floor, and linear-function
calculation.
primary_domain: insurance
- id: minimum_wage
definition: Statutory or guaranteed minimum wage floor.
primary_domain: labor
- id: misrepresentation_of_policy
definition: Prohibition on misrepresenting policy provisions, coverage, benefits,
or facts relevant to a claim.
primary_domain: insurance
- id: money_laundering
definition: Predicate offences and proceeds-of-crime concepts underlying AML controls.
primary_domain: general
- id: money_laundering_terrorist_financing
definition: 'The underlying financial-crime risks the AML/CFT regime targets: money
laundering, terrorist financing, and predicate offences.'
primary_domain: banking
- id: night_work
definition: Definition, limits, and health protections specific to night-shift work.
primary_domain: labor
- id: non_discrimination
definition: General prohibition of discrimination in employment.
primary_domain: labor
- id: notice_period
definition: Advance notice required before termination, including seniority-based
and minimum notice.
primary_domain: labor
- id: occupational_health_safety
definition: Prevention of occupational risk and worker health/safety protection.
primary_domain: general
- id: on_call_duty
definition: On-call, stand-by and readiness time and how it counts as working time.
primary_domain: labor
- id: ongoing_monitoring
definition: Continuous scrutiny of transactions and updating of customer information
throughout the relationship.
primary_domain: banking
- id: order_execution
definition: 'Handling of client orders: prompt/fair/expeditious execution and order
sequencing.'
primary_domain: banking
- id: other_termination_modes
definition: Termination by resignation, mutual dissolution agreement, and their
effectiveness.
primary_domain: labor
- id: overdraft_opt_in
definition: Overdraft service consumer opt-in/consent requirements for ATM and debit-card
transactions.
primary_domain: banking
- id: overtime
definition: Work beyond normal hours and its premium/increment compensation.
primary_domain: labor
- id: own_funds
definition: Regulatory capital of an institution and its components (CET1, Tier
1, Tier 2, reserves, share premium, retained earnings).
primary_domain: banking
- id: oxidizer_material
definition: Oxidizing substances as a regulated material category.
primary_domain: logistics
- id: packaging_performance_testing
definition: Packaging design qualification, performance testing, and periodic retesting
(drop, hydrostatic, leakproofness, type testing).
primary_domain: logistics
- id: packing_group
definition: The packing group (I/II/III) indicating degree of danger within a hazard
class.
primary_domain: logistics
- id: paid_leave
definition: Paid annual-leave entitlement, accrual, and caps.
primary_domain: general
- id: party_roles
definition: 'Definition of the parties: employee and employer.'
primary_domain: labor
- id: pay_equity
definition: Equal pay, gender pay gap and non-discrimination in remuneration.
primary_domain: labor
- id: payment_data_protection
definition: Protection of sensitive payment data and secure open-standards communication.
primary_domain: banking
- id: payment_initiation_services
definition: Third-party payment initiation/account services (PISP, ASPSP) and funds-availability
confirmation.
primary_domain: banking
- id: payment_services
definition: 'Payment/EFT services: initiation, execution, authentication, error
resolution.'
primary_domain: general
- id: personal_dismissal
definition: Dismissal for reasons inherent to the person requiring real and serious
cause.
primary_domain: labor
- id: placarding
definition: Placards and vehicle/tank markings displaying hazard information on
transport units, including orange panels and square-on-point placards.
primary_domain: logistics
- id: policy_nonrenewal_notice
definition: Advance-notice requirements and timelines for policy nonrenewal of covered
policies.
primary_domain: insurance
- id: policy_nullity_for_misrepresentation
definition: Nullity of the contract for the insured's intentional false declaration
or concealment, with retention of premiums.
primary_domain: insurance
- id: policy_provisions
definition: Substantive terms, provisions, limits, and mandatory clauses of an insurance
policy.
primary_domain: insurance
- id: policyholder_protection
definition: Safeguards for policyholders including insolvency and direct-action
rights.
primary_domain: general
- id: politically_exposed_person
definition: Special AML category for high-profile public officials and associates.
primary_domain: general
- id: pre_contractual_disclosure
definition: Information the distributor must provide to customers before contract
conclusion or before purchase.
primary_domain: insurance
- id: pre_employment_information
definition: Information and consent duties owed before work starts or contract conclusion.
primary_domain: labor
- id: product_oversight_governance
definition: Manufacturer's product approval, oversight, and governance obligations
for insurance products.
primary_domain: insurance
- id: prompt_fair_settlement
definition: Duty to attempt prompt, fair and equitable settlement of claims where
liability is reasonably clear.
primary_domain: insurance
- id: prompt_payment_penalty
definition: Penalties, penalty interest, damages, or attorney fees for delayed or
late claim payment.
primary_domain: insurance
- id: proof_of_loss
definition: Requirements and standards for the insured's proof of loss and information
supporting a claim.
primary_domain: insurance
- id: proper_shipping_name
definition: The proper shipping name, basic description, or technical name used
to describe the material in transport documents and markings.
primary_domain: logistics
- id: proportionality
definition: Applying requirements proportionately to size, nature, and complexity.
primary_domain: general
- id: prudential_supervision
definition: Authority-led oversight of financial-institution soundness and solvency.
primary_domain: general
- id: rate_regulation
definition: Rate standards prohibiting excessive, inadequate, or unfairly discriminatory
rates, and risk classification.
primary_domain: insurance
- id: real_estate_exposure
definition: Treatment of exposures secured by residential or commercial immovable
property.
primary_domain: banking
- id: record_keeping
definition: Retention of transaction records and documentary evidence for compliance.
primary_domain: general
- id: record_keeping_reporting
definition: Record-keeping, reporting deadlines, and additional regulatory reporting
obligations.
primary_domain: banking
- id: recordkeeping_retention
definition: Retention of transport records, manifests, and reports for required
periods.
primary_domain: logistics
- id: regulatory_definitions
definition: Definitional and general-principle provisions (business day, notice
of claim, general principles, proportionality).
primary_domain: insurance
- id: regulatory_penalty
definition: Assessment of penalties and defenses, including good-faith defense,
remedial measures, compliance history, and extraordinary circumstances.
primary_domain: insurance
- id: regulatory_reference
definition: Regulatory scope, definitions, applicability, and reference materials
(hazmat table, UN Manual of Tests and Criteria, HM column).
primary_domain: logistics
- id: regulatory_standards
definition: Technical standards, delegated acts, and other secondary regulatory
instruments.
primary_domain: banking
- id: remedies_framework
definition: Cumulative, non-exclusive nature of statutory and common-law remedies
available to claimants.
primary_domain: insurance
- id: remuneration
definition: General pay, salary, wages and their definition and components.
primary_domain: labor
- id: remuneration_and_conflicts
definition: Disclosure of remuneration and identification and management of conflicts
of interest in distribution.
primary_domain: insurance
- id: remuneration_policy
definition: Remuneration and variable-remuneration policies and restrictions.
primary_domain: banking
- id: reporting_obligation
definition: Duty to report events/data to regulators (derivatives, RTS, timestamping).
primary_domain: general
- id: rest_breaks
definition: In-shift breaks and minimum break duration during the working day.
primary_domain: labor
- id: rest_periods
definition: Mandated breaks, daily/weekly rest, and compensatory rest.
primary_domain: general
- id: risk_assessment
definition: Identifying, analyzing, and rating risks (financial, operational, occupational).
primary_domain: general
- id: risk_based_approach
definition: Calibrating controls/vigilance to assessed risk levels (banking/AML).
primary_domain: general
- id: risk_management
definition: Systems, frameworks, and capacity for managing and bearing risk.
primary_domain: general
- id: risk_management_framework
definition: Risk management function, risk committee, risk appetite/strategy, and
sound-risk-management requirements.
primary_domain: banking
- id: risk_management_system
definition: Risk-management system, continuous risk monitoring, and treatment of
risk interdependencies.
primary_domain: insurance
- id: risk_prevention_planning
definition: Risk assessment and prevention/protection plans for the workplace.
primary_domain: labor
- id: risk_weighted_exposure
definition: Risk weighting of exposures and computation of risk-weighted exposure
amounts.
primary_domain: banking
- id: route_selection
definition: Routing controls for high-hazard shipments, including radioactive routing
and route selection based on risk.
primary_domain: logistics
- id: safety_device_article
definition: Manufactured safety devices such as air-bag inflators and seat-belt
pretensioners (UN3268) as regulated articles.
primary_domain: logistics
- id: scope_applicability
definition: Provisions defining coverage, applicability, thresholds, and time periods.
primary_domain: general
- id: segregation_stowage
definition: Segregation, compatibility, and stowage of incompatible materials and
cargo securement/attendance during transport.
primary_domain: logistics
- id: settlement_amount_adequacy
definition: Requirement that settlement offers be fair and reasonable, prohibiting
lowball offers relative to claim value.
primary_domain: insurance
- id: settlement_basis_and_scope
definition: Basis, method, and scope of settlement including replacement cost, partial
payment, releases, and covered damage.
primary_domain: insurance
- id: settlement_timeline
definition: Statutory or regulatory time limits governing claim handling, response,
and settlement steps.
primary_domain: insurance
- id: shift_work
definition: Organisation of work in shifts and related derogations.
primary_domain: labor
- id: shipper_certification
definition: The shipper's/consignor's certification statement and responsibility
that the shipment is properly prepared and offered for transport.
primary_domain: logistics
- id: shipping_paper
definition: The shipping paper / transport document itself, its preparation, content,
entries, and legibility.
primary_domain: logistics
- id: simplified_due_diligence
definition: Reduced CDD measures permitted for demonstrably low-risk customers,
products, or transactions.
primary_domain: banking
- id: solvency_capital
definition: 'Insurance: solvency, technical reserves, eligible own funds, and capitalisation.'
primary_domain: general
- id: solvency_capital_requirement
definition: Solvency Capital Requirement and related overall solvency needs of the
insurer.
primary_domain: insurance
- id: sources_of_law
definition: Non-statutory sources such as collective, local and professional customs.
primary_domain: labor
- id: spill_discharge_response
definition: Spill/discharge response planning and cleanup actions, including contamination
removal and discharge response.
primary_domain: logistics
- id: strong_customer_authentication
definition: Strong customer authentication (SCA), its exemptions, and personalised
security credentials.
primary_domain: banking
- id: subsidiary_hazard
definition: A secondary/subsidiary hazard or compatibility grouping in addition
to the primary hazard class.
primary_domain: logistics
- id: suitability_assessment
definition: Assessment of the client's knowledge, experience, risk tolerance, and
ability to bear losses to determine product suitability.
primary_domain: insurance
- id: sunday_holiday_rest
definition: Rest on Sundays and public holidays, prohibitions and substitute rest.
primary_domain: labor
- id: supervisory_authority
definition: The competent body empowered to authorize, supervise, and enforce.
primary_domain: general
- id: supervisory_powers
definition: Powers and actions of competent/supervisory authorities over institutions.
primary_domain: banking
- id: supervisory_review
definition: Supervisory review and evaluation process (SREP), stress testing, and
proportionality.
primary_domain: banking
- id: suspicious_activity_reporting
definition: Obligation to report suspected money laundering/terrorist financing
to authorities.
primary_domain: general
- id: suspicious_transaction_reporting
definition: Obligation to report suspicious transactions/activity to authorities,
and related recognition duties.
primary_domain: banking
- id: sustainable_development
definition: Environmental protection and sustainability as regulatory objectives.
primary_domain: general
- id: system_of_governance
definition: Overall system of governance, organisational arrangements, and conflict-of-interest
prevention at insurer level.
primary_domain: insurance
- id: technical_provisions
definition: Technical provisions calculated on a market-consistent, transfer-value,
prudent basis.
primary_domain: insurance
- id: termination_of_employment
definition: Dismissal, notice, redundancy, mutual/unilateral and by-law termination
of employment.
primary_domain: general
- id: terrorist_financing
definition: Financing of terrorism as a regulated financial-crime risk.
primary_domain: general
- id: third_party_liability_claim
definition: 'Third-party liability insurance mechanics: defense, indemnity, subrogation,
recourse, and third-party rights (incl. RC auto / Haftpflicht).'
primary_domain: insurance
- id: toxic_material
definition: Poisonous/toxic materials and poison-inhalation-hazard substances, including
toxicity and inhalation-zone criteria.
primary_domain: logistics
- id: transaction_monitoring
definition: Screening and analysis of transactions to detect unusual, suspicious,
or anomalous activity.
primary_domain: banking
- id: transparency
definition: General principle of openness and clear communication to stakeholders.
primary_domain: general
- id: transport_authorization
definition: 'Logistics: operator/community licences, market access, cabotage, and
profession access.'
primary_domain: general
- id: transport_by_air
definition: 'Air-transport requirements: passenger vs cargo aircraft limits, cargo-aircraft-only,
carry-on/baggage rules, and quantity limitations.'
primary_domain: logistics
- id: transport_by_highway
definition: Highway/road transport requirements for vehicles carrying hazardous
materials, including stowage and fire-extinguisher rules.
primary_domain: logistics
- id: transport_by_rail
definition: Rail transport requirements including rail acceptance and shipper certification
for rail.
primary_domain: logistics
- id: transport_by_vessel
definition: Vessel/marine transport requirements including cargo transport units
and vessel stowage.
primary_domain: logistics
- id: transport_marking
definition: 'Logistics: marking of packages/shipments (shipping name, ID, inhalation
hazard).'
primary_domain: general
- id: un_number_identification
definition: The UN/identification number, EX/FC number, or numeric identifier assigned
to a hazardous material.
primary_domain: logistics
- id: unauthorised_transaction_liability
definition: Liability, refunds, and account restoration for unauthorised or fraudulent
payment transactions.
primary_domain: banking
- id: unfair_claims_practice
definition: General prohibition on unfair or deceptive claim settlement practices,
including as a general business practice.
primary_domain: insurance
- id: unfair_dismissal
definition: Dismissal lacking valid justification and its legal qualification.
primary_domain: labor
- id: vehicle_as_cargo
definition: Vehicles, engines, and internal-combustion machinery shipped as cargo,
including fuel-tank draining requirements.
primary_domain: logistics
- id: vehicle_decontamination
definition: Inspection and decontamination of aircraft/vehicles for residual contamination
after hazmat carriage.
primary_domain: logistics
- id: vehicle_inspection
definition: Pre-inspection and vehicle-inspection requirements for automobile physical-damage
coverage at inception.
primary_domain: insurance
- id: vulnerable_workers
definition: Special rules for young workers and other protected worker categories.
primary_domain: labor
- id: waiver_and_settlement
definition: Waiver of claims, conciliation and settlement around termination disputes.
primary_domain: labor
- id: waste_manifest
definition: Hazardous waste manifest documentation (EPA Form 8700-22), generator/carrier
signatures and retention.
primary_domain: logistics
- id: weekly_rest
definition: Minimum weekly rest period and consecutive rest hours.
primary_domain: labor
- id: wet_battery
definition: Wet/electric storage batteries, electrolyte handling, upright stowage,
and short-circuit/heat prevention.
primary_domain: logistics
- id: worker_eligibility
definition: Employee/employer status, thresholds, and eligibility for statutory
protections.
primary_domain: general
- id: worker_health_surveillance
definition: Medical examinations, health monitoring and fitness of (night) workers.
primary_domain: labor
- id: worker_wellbeing
definition: Physical and mental health, dignity and adapted work organisation.
primary_domain: labor
- id: working_time
definition: Limits on daily/weekly working hours and averaging/reference periods.
primary_domain: general
- id: working_time_derogation
definition: Sectoral/collective exceptions extending working time or reducing rest.
primary_domain: labor
- id: working_time_limits
definition: Statutory caps on daily/weekly working hours and reference/averaging
periods.
primary_domain: labor
- id: workplace_safety
definition: Employer duty to ensure health and safety and prevent occupational risks.
primary_domain: labor
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