Step 2: Normative Requirements Pass (Discussion Section)

Extract principles, obligations, constraints, and capabilities from the discussion section

Unlicensed Practice by Nonengineers with “Engineer” in Job Titles
Step 2 of 5

Discussion Section

Section Content:
Discussion:
Licensing requirements are imposed upon highly skilled professional occupations such as medicine, law, and engineering.
These requirements protect the public interest by ensuring members of the profession have demonstrated acceptable levels of competence and expertise and by excluding unqualified individuals who might misrepresent their skills and abilities to take advantage of the unsuspecting public.
There are ethical concerns when unqualified individuals engage in the practice of engineering.
Performance of engineering services by unqualified individuals is detrimental to public safety and to the integrity of the engineering profession at large.
Use of the title, “engineer,” conveys substantial education, examination, and experience, and, in many states, a license to practice. “Engineer” titles used by individuals working for state agencies tends to convey the impression that they are licensed professional engineers, which may cause confusion among the public.
Use of creative titles such as “Associate Engineer,” “Building Engineer,” “Forest Practices Engineer” and “Sanitation Engineer” misrepresents qualifications.
Unqualified individuals providing these services when they are not under the direct personal supervision of a licensed professional engineer have caused harm to the public health, safety, and welfare.
The Board of Ethical Review has had the opportunity to review similar cases.
In BER Case 92-2 , an engineer intern (EI) observed that the firm’s advertising documents listed him as a PE.
The EI reported this misrepresentation to the marketing department, but after six months, the documents had not been corrected.
The BER noted that the EI took the appropriate step by alerting the marketing director of the error and concluded that “[w]hile there is no indication that what has occurred under these facts is anything other than a negligent oversight, continued inaction by the firm in light of actual knowledge of the error could easily raise questions of improper and unethical conduct.” BER Case 95-10 considered an engineering firm, ENGCO, that listed key personnel who did not hold engineering degrees with titles including “Engineer” and “Design Engineer.” The case discussion indicated that “Although the industry and governmental agencies sometimes use the term indiscriminently [sic], we in the profession must not.” This case also suggested that most states have in their state licensing act how and when the word “engineer” can be used in a title, usually requiring a college degree and/or meeting licensing requirements, but it went on to point out that when “non-degreed personnel have fulfilled the state requirements to be licensed, they may use the term regardless of their formal education.” It should be noted that in the present case, NSPE Code of Ethics Section II.5.a. is very clear: “Engineers shall not falsify their qualifications or permit misrepresentation of their or their associates’ qualifications.
They shall not misrepresent or exaggerate their responsibility in or for the subject matter of prior assignments.” In light of the fact that Engineer A has been directed to revise his “signed and sealed contract documents” based on [non] Engineer B’s review, Engineer A is working in association with B.
Per Section II.1.e, Engineer A “shall not aid or abet the unlawful practice of engineering…” and is obligated to report Engineer B’s violation to appropriate professional bodies (Section II.1.f).
Professional engineers owe ethical duties to the public that unlicensed individuals merely holding the title of “Engineer” do not owe.
Professional engineers are personally and legally responsible for their services and must comply with a professional code of ethics.
Allowing unlicensed individuals to hold themselves out as “Engineers” with none of the associated ethical or legal obligations diminishes the profession and endangers the public by posing a significant threat to public health and safety.
This clearly undermines both the public’s confidence in the profession and the intent of licensure that professional engineers adhere to minimum standards and technical competence obtained through significant education and practical experience as evidenced by successful completion of a rigorous examination.
Principles Extraction
LLM Prompt
DUAL PRINCIPLE EXTRACTION - Ethical Principles Analysis THEORETICAL CONTEXT (Chapter 2.2.2): - Principles are ABSTRACT ethical foundations requiring extensional definition through cases - They function like constitutional principles - open-textured and requiring interpretation - Principles mediate moral ideals into concrete reality through context-specific application - They cannot be applied deductively but require balancing and interpretation EXISTING PRINCIPLE CLASSES IN ONTOLOGY: - Competence Principle: Balances professional autonomy with recognition of limitations and need for collaboration. - Confidentiality Principle: Must be balanced against public safety obligations and legal disclosure requirements. - Domain-Specific Principle: Examples: Environmental Stewardship (engineering), Patient Autonomy (medicine), Academic Freedom (education). These address domain-specific ethical ch - Environmental Stewardship Principle: Bridges engineering practice with broader environmental and societal responsibilities. - Ethical Principle: Legacy synonym for Principle. Use :Principle for new concepts. - Fundamental Ethical Principle: Examples: Public Welfare Paramount, Respect for Persons, Justice, Beneficence. These require extensive interpretation and balancing in specific contex - Integrity Principle: Central to professional identity formation and trust maintenance in professional relationships. - Principle: An information content entity representing ethical values and guidelines for conduct. This is the P component of the formal specification D=(R,P,O,S,R - Principle Argument: An argument based on fundamental ethical principles or values. - Principle Refinement: Capability to evolve principles as inconsistencies are resolved and new cases are added (GenEth system, Anderson & Anderson 2018) - Professional Virtue Principle: Examples: Integrity, Competence, Honesty, Professional Courage, Accountability. These shape professional character and decision-making. - Public Welfare Principle: Requires contextual interpretation to balance against client confidentiality and employer loyalty when public safety is at risk. - Relational Principle: Examples: Confidentiality, Loyalty, Fairness, Transparency, Respect for Autonomy. These govern interpersonal professional dynamics. - Transparency Principle: Essential for maintaining trust and enabling stakeholder participation in professional decisions. === TASK === From the following case text (discussion section), extract information at TWO levels: LEVEL 1 - NEW PRINCIPLE CLASSES: Identify ethical principles that appear to be NEW types not covered by existing classes above. Look for: - Fundamental ethical values being invoked - Abstract moral ideals guiding decisions - Constitutional-like principles requiring interpretation - Values that transcend specific rules or obligations For each NEW principle class, provide: - label: Clear principle name (e.g., "Environmental Stewardship", "Professional Autonomy") - definition: What moral ideal this principle represents - abstract_nature: The abstract ethical foundation (justice, welfare, autonomy, etc.) - extensional_examples: Concrete cases/situations where this principle applies - value_basis: Core moral value underlying the principle - application_context: Professional domains or situations where relevant - operationalization: How this abstract principle becomes concrete in practice - balancing_requirements: What other principles it typically must be balanced against - examples_from_case: How this principle appears in the case text LEVEL 2 - PRINCIPLE INDIVIDUALS: Identify specific instances where principles are invoked or applied. For each instance: - identifier: Unique identifier for this principle instance (e.g., "PublicSafety_Case8_Discussion") - principle_class: Which principle class it instantiates (use existing classes when possible) - concrete_expression: EXACT text showing how the principle is expressed - invoked_by: Who invokes or appeals to this principle - applied_to: What decision/situation/dilemma it applies to - interpretation: How the principle is interpreted in this specific context - balancing_with: Other principles that must be balanced against it - tension_resolution: How conflicts between principles are resolved - case_relevance: Why this principle matters in this specific case IMPORTANT: - Focus on ABSTRACT ethical foundations, not specific rules or procedures - Principles are broader than obligations - they generate obligations in context - Use EXACT quotes from case text where principles are expressed - Distinguish between the abstract principle CLASS and its concrete APPLICATION CASE TEXT: Licensing requirements are imposed upon highly skilled professional occupations such as medicine, law, and engineering. These requirements protect the public interest by ensuring members of the profession have demonstrated acceptable levels of competence and expertise and by excluding unqualified individuals who might misrepresent their skills and abilities to take advantage of the unsuspecting public. There are ethical concerns when unqualified individuals engage in the practice of engineering. Performance of engineering services by unqualified individuals is detrimental to public safety and to the integrity of the engineering profession at large. Use of the title, “engineer,” conveys substantial education, examination, and experience, and, in many states, a license to practice. “Engineer” titles used by individuals working for state agencies tends to convey the impression that they are licensed professional engineers, which may cause confusion among the public. Use of creative titles such as “Associate Engineer,” “Building Engineer,” “Forest Practices Engineer” and “Sanitation Engineer” misrepresents qualifications. Unqualified individuals providing these services when they are not under the direct personal supervision of a licensed professional engineer have caused harm to the public health, safety, and welfare. The Board of Ethical Review has had the opportunity to review similar cases. In BER Case 92-2 , an engineer intern (EI) observed that the firm’s advertising documents listed him as a PE. The EI reported this misrepresentation to the marketing department, but after six months, the documents had not been corrected. The BER noted that the EI took the appropriate step by alerting the marketing director of the error and concluded that “[w]hile there is no indication that what has occurred under these facts is anything other than a negligent oversight, continued inaction by the firm in light of actual knowledge of the error could easily raise questions of improper and unethical conduct.” BER Case 95-10 considered an engineering firm, ENGCO, that listed key personnel who did not hold engineering degrees with titles including “Engineer” and “Design Engineer.” The case discussion indicated that “Although the industry and governmental agencies sometimes use the term indiscriminently [sic], we in the profession must not.” This case also suggested that most states have in their state licensing act how and when the word “engineer” can be used in a title, usually requiring a college degree and/or meeting licensing requirements, but it went on to point out that when “non-degreed personnel have fulfilled the state requirements to be licensed, they may use the term regardless of their formal education.” It should be noted that in the present case, NSPE Code of Ethics Section II.5.a. is very clear: “Engineers shall not falsify their qualifications or permit misrepresentation of their or their associates’ qualifications. They shall not misrepresent or exaggerate their responsibility in or for the subject matter of prior assignments.” In light of the fact that Engineer A has been directed to revise his “signed and sealed contract documents” based on [non] Engineer B’s review, Engineer A is working in association with B. Per Section II.1.e, Engineer A “shall not aid or abet the unlawful practice of engineering…” and is obligated to report Engineer B’s violation to appropriate professional bodies (Section II.1.f). Professional engineers owe ethical duties to the public that unlicensed individuals merely holding the title of “Engineer” do not owe. Professional engineers are personally and legally responsible for their services and must comply with a professional code of ethics. Allowing unlicensed individuals to hold themselves out as “Engineers” with none of the associated ethical or legal obligations diminishes the profession and endangers the public by posing a significant threat to public health and safety. This clearly undermines both the public’s confidence in the profession and the intent of licensure that professional engineers adhere to minimum standards and technical competence obtained through significant education and practical experience as evidenced by successful completion of a rigorous examination. Respond with valid JSON in this format: { "new_principle_classes": [ { "label": "Sustainable Development", "definition": "Principle that engineering solutions must balance current needs with long-term environmental and societal impacts", "abstract_nature": "Intergenerational justice and environmental stewardship", "extensional_examples": ["Green building design", "Renewable energy projects", "Resource conservation"], "value_basis": "Responsibility to future generations", "application_context": ["Infrastructure projects", "Environmental engineering", "Urban planning"], "operationalization": "Through environmental impact assessments, lifecycle analysis, sustainable design criteria", "balancing_requirements": ["Economic feasibility", "Immediate safety needs", "Client requirements"], "examples_from_case": ["Engineer considered long-term environmental impacts", "balanced immediate needs with sustainability"], "source_text": "Engineer considered long-term environmental impacts and balanced immediate needs with sustainability" } ], "principle_individuals": [ { "identifier": "PublicSafety_Case8_Facts", "principle_class": "Public Safety", "concrete_expression": "the safety of the public must be held paramount", "invoked_by": ["Engineer L"], "applied_to": ["stormwater management system design"], "interpretation": "Safety considerations override cost savings in drainage design", "source_text": "the safety of the public must be held paramount", "balancing_with": ["Cost Efficiency", "Client Interests"], "tension_resolution": "Safety takes precedence even if it increases project costs", "case_relevance": "Critical for evaluating adequacy of proposed drainage solution" } ] }
Saved: 2025-12-29 21:28
LLM Response
```json
{
    "new_principle_classes": [
        {
            "label": "Professional Gatekeeping",
            "definition": "Principle that professions must maintain standards by excluding unqualified practitioners to protect public trust and safety",
            "abstract_nature": "Protection of public welfare through professional boundary maintenance",
            "extensional_examples": ["Licensing requirements", "Title protection", "Competency examinations", "Disciplinary actions"],
            "value_basis": "Public protection and professional integrity",
            "application_context": ["Professional licensing", "Title usage", "Qualification verification", "Regulatory enforcement"],
            "operationalization": "Through licensing laws, examination requirements, title restrictions, and enforcement mechanisms",
            "balancing_requirements": ["Individual liberty to practice", "Economic accessibility", "Recognition of experience"],
            "examples_from_case": "Licensing requirements protect the public interest by ensuring members have demonstrated acceptable levels of competence and excluding unqualified individuals",
            "source_text": "Licensing requirements are imposed upon highly skilled professional occupations... These requirements protect the public interest by ensuring members of the profession have demonstrated acceptable levels of competence and expertise and by excluding unqualified individuals"
        },
        {
            "label": "Title Integrity",
            "definition": "Principle that professional titles must accurately represent qualifications and not mislead the public about competence or credentials",
            "abstract_nature": "Truthfulness and transparency in professional representation",
            "extensional_examples": ["Engineer title usage", "Credential representation", "Professional designations", "Marketing materials"],
            "value_basis": "Honesty and public trust",
            "application_context": ["Professional titles", "Business cards", "Marketing documents", "Government positions"],
            "operationalization": "Through title restrictions in licensing laws, ethical codes prohibiting misrepresentation, and enforcement actions",
            "balancing_requirements": ["Industry conventions", "Historical usage", "Employer designations"],
            "examples_from_case": "Use of creative titles such as 'Associate Engineer,' 'Building Engineer,' 'Forest Practices Engineer' and 'Sanitation Engineer' misrepresents qualifications",
            "source_text": "Use of creative titles such as 'Associate Engineer,' 'Building Engineer,' 'Forest Practices Engineer' and 'Sanitation Engineer' misrepresents qualifications"
        }
    ],
    "principle_individuals": [
        {
            "identifier": "PublicSafety_Licensing_Discussion",
            "principle_class": "Public Welfare Principle",
            "concrete_expression": "protect the public interest by ensuring members of the profession have demonstrated acceptable levels of competence",
            "invoked_by": ["Case discussion author"],
            "applied_to": ["Licensing requirements justification"],
            "interpretation": "Public safety requires verification of professional competence through formal licensing",
            "source_text": "These requirements protect the public interest by ensuring members of the profession have demonstrated acceptable levels of competence and expertise",
            "balancing_with": ["Individual practice rights"],
            "tension_resolution": "Public protection takes precedence over unrestricted practice",
            "case_relevance": "Establishes foundation for why Engineer B's lack of license is problematic"
        },
        {
            "identifier": "Integrity_Profession_Discussion",
            "principle_class": "Integrity Principle",
            "concrete_expression": "Performance of engineering services by unqualified individuals is detrimental to public safety and to the integrity of the engineering profession at large",
            "invoked_by": ["Case discussion author"],
            "applied_to": ["Unqualified practice impact"],
            "interpretation": "Professional integrity requires maintaining standards that exclude unqualified practitioners",
            "source_text": "Performance of engineering services by unqualified individuals is detrimental to public safety and to the integrity of the engineering profession at large",
            "balancing_with": ["Public Welfare Principle"],
            "tension_resolution": "Both principles align in requiring qualified practitioners",
            "case_relevance": "Explains why Engineer B's review authority is ethically problematic"
        },
        {
            "identifier": "Transparency_Title_Discussion",
            "principle_class": "Transparency Principle",
            "concrete_expression": "Use of the title, 'engineer,' conveys substantial education, examination, and experience, and, in many states, a license to practice",
            "invoked_by": ["Case discussion author"],
            "applied_to": ["Professional title usage"],
            "interpretation": "Transparency requires that professional titles accurately reflect actual qualifications",
            "source_text": "Use of the title, 'engineer,' conveys substantial education, examination, and experience, and, in many states, a license to practice",
            "balancing_with": ["Industry conventions"],
            "tension_resolution": "Accurate representation overrides informal usage",
            "case_relevance": "Establishes why Engineer B's title is misleading"
        },
        {
            "identifier": "Competence_Supervision_Discussion",
            "principle_class": "Competence Principle",
            "concrete_expression": "Unqualified individuals providing these services when they are not under the direct personal supervision of a licensed professional engineer have caused harm",
            "invoked_by": ["Case discussion author"],
            "applied_to": ["Supervision requirements"],
            "interpretation": "Competence requires either licensure or direct supervision by licensed professionals",
            "source_text": "Unqualified individuals providing these services when they are not under the direct personal supervision of a licensed professional engineer have caused harm to the public health, safety, and welfare",
            "balancing_with": ["Professional autonomy"],
            "tension_resolution": "Safety requires supervision of unlicensed individuals",
            "case_relevance": "Shows Engineer B lacks proper supervision while reviewing Engineer A's work"
        },
        {
            "identifier": "PublicWelfare_Endangerment_Discussion",
            "principle_class": "Public Welfare Principle",
            "concrete_expression": "Allowing unlicensed individuals to hold themselves out as 'Engineers' with none of the associated ethical or legal obligations diminishes the profession and endangers the public",
            "invoked_by": ["Case discussion author"],
            "applied_to": ["Title misuse consequences"],
            "interpretation": "Public welfare is endangered when unqualified individuals practice without ethical obligations",
            "source_text": "Allowing unlicensed individuals to hold themselves out as 'Engineers' with none of the associated ethical or legal obligations diminishes the profession and endangers the public by posing a significant threat to public health and safety",
            "balancing_with": ["Individual employment rights"],
            "tension_resolution": "Public safety overrides employment flexibility",
            "case_relevance": "Core argument against Engineer B's position and authority"
        }
    ]
}
```
Obligations Extraction
LLM Prompt
You are an expert in professional ethics analyzing a case for obligations (professional duties and requirements). Based on the literature: - Obligations are CONCRETE PROFESSIONAL DUTIES derived from abstract principles (Hallamaa & Kalliokoski 2022) - They specify what professionals MUST, SHOULD, or MUST NOT do (Dennis et al. 2016) - Obligations have deontic force and are enforceable (Wooldridge & Jennings 1995) - They operationalize principles in specific contexts (Kong et al. 2020) Your task is to: 1. Identify NEW OBLIGATION CLASSES not in the existing ontology 2. Extract SPECIFIC OBLIGATION INDIVIDUALS from the case EXISTING OBLIGATIONS IN ONTOLOGY (check if your identified obligations match these before creating new classes): - Attribution Obligation: Duty to properly cite and acknowledge all sources, tools, and methods used in creating professional deliverables - Collegial Obligation: Duties toward professional peers including respect, fairness, and credit for work - Competence Obligation: Requirement to perform services only in areas of competence (NSPE II.2) - Conditional Obligation: Obligations that apply only when specific conditions are met - Confidentiality Obligation: Duty to protect confidential information of clients or employers (NSPE III.4) - Defeasible Obligation: Obligations that admit justified exceptions under specified conditions (Ganascia 2007) - Disclosure Obligation: Requirement to inform stakeholders about conflicts, limitations, or risks (NSPE II.3.a) - Ethical Obligation: Obligations arising from ethical principles beyond legal requirements - Legal Obligation: Obligations arising from legal requirements and regulations - Mandatory Obligation: Obligations that MUST be fulfilled (deontic force: mandatory) - Obligation: An information content entity expressing required actions or behaviors in professional contexts. This is the O component of the formal specification D=(R,P,O,S,Rs,A,E,Ca,Cs). - Prima Facie Obligation: Obligations that hold at first appearance but may be overridden by stronger duties (Anderson & Anderson) - Professional Obligation: A duty or responsibility arising from professional role or standards - Quality Assurance Obligation: Requirement to implement appropriate review and verification processes for all professional deliverables before submission - Reporting Obligation: Duty to report violations or unsafe conditions to appropriate authorities - Responsible Charge Obligation: Duty to maintain active engagement and personal decision-making authority throughout engineering process from conception to completion - Safety Obligation: Duty to hold paramount the safety, health, and welfare of the public (NSPE I.1) - Technology Competence Obligation: Requirement to understand and verify the capabilities, limitations, and risks of technological tools used in professional practice - Technology Verification Obligation: Requirement to thoroughly verify and validate outputs from technological tools including AI before incorporating them into professional work Analyze this discussion section: Licensing requirements are imposed upon highly skilled professional occupations such as medicine, law, and engineering. These requirements protect the public interest by ensuring members of the profession have demonstrated acceptable levels of competence and expertise and by excluding unqualified individuals who might misrepresent their skills and abilities to take advantage of the unsuspecting public. There are ethical concerns when unqualified individuals engage in the practice of engineering. Performance of engineering services by unqualified individuals is detrimental to public safety and to the integrity of the engineering profession at large. Use of the title, “engineer,” conveys substantial education, examination, and experience, and, in many states, a license to practice. “Engineer” titles used by individuals working for state agencies tends to convey the impression that they are licensed professional engineers, which may cause confusion among the public. Use of creative titles such as “Associate Engineer,” “Building Engineer,” “Forest Practices Engineer” and “Sanitation Engineer” misrepresents qualifications. Unqualified individuals providing these services when they are not under the direct personal supervision of a licensed professional engineer have caused harm to the public health, safety, and welfare. The Board of Ethical Review has had the opportunity to review similar cases. In BER Case 92-2 , an engineer intern (EI) observed that the firm’s advertising documents listed him as a PE. The EI reported this misrepresentation to the marketing department, but after six months, the documents had not been corrected. The BER noted that the EI took the appropriate step by alerting the marketing director of the error and concluded that “[w]hile there is no indication that what has occurred under these facts is anything other than a negligent oversight, continued inaction by the firm in light of actual knowledge of the error could easily raise questions of improper and unethical conduct.” BER Case 95-10 considered an engineering firm, ENGCO, that listed key personnel who did not hold engineering degrees with titles including “Engineer” and “Design Engineer.” The case discussion indicated that “Although the industry and governmental agencies sometimes use the term indiscriminently [sic], we in the profession must not.” This case also suggested that most states have in their state licensing act how and when the word “engineer” can be used in a title, usually requiring a college degree and/or meeting licensing requirements, but it went on to point out that when “non-degreed personnel have fulfilled the state requirements to be licensed, they may use the term regardless of their formal education.” It should be noted that in the present case, NSPE Code of Ethics Section II.5.a. is very clear: “Engineers shall not falsify their qualifications or permit misrepresentation of their or their associates’ qualifications. They shall not misrepresent or exaggerate their responsibility in or for the subject matter of prior assignments.” In light of the fact that Engineer A has been directed to revise his “signed and sealed contract documents” based on [non] Engineer B’s review, Engineer A is working in association with B. Per Section II.1.e, Engineer A “shall not aid or abet the unlawful practice of engineering…” and is obligated to report Engineer B’s violation to appropriate professional bodies (Section II.1.f). Professional engineers owe ethical duties to the public that unlicensed individuals merely holding the title of “Engineer” do not owe. Professional engineers are personally and legally responsible for their services and must comply with a professional code of ethics. Allowing unlicensed individuals to hold themselves out as “Engineers” with none of the associated ethical or legal obligations diminishes the profession and endangers the public by posing a significant threat to public health and safety. This clearly undermines both the public’s confidence in the profession and the intent of licensure that professional engineers adhere to minimum standards and technical competence obtained through significant education and practical experience as evidenced by successful completion of a rigorous examination. Extract obligations following this JSON structure: { "new_obligation_classes": [ { "label": "Clear, specific obligation class name", "definition": "What this type of obligation requires professionals to do", "derived_from_principle": "Which principle this operationalizes (e.g., 'Public Safety', 'Honesty')", "duty_type": "professional|legal|ethical|societal", "enforcement_mechanism": "How this obligation is typically enforced", "violation_consequences": "What happens when this obligation is violated", "examples_from_case": ["Example 1 from the case", "Example 2"], "source_text": "EXACT text snippet from case where this obligation is identified (max 200 characters)", "confidence": 0.0-1.0, "reasoning": "Why this is a new class not in existing ontology" } ], "obligation_individuals": [ { "identifier": "Unique name for this specific obligation instance", "obligation_class": "Name of the obligation class (new or existing)", "obligated_party": "Who has this obligation (e.g., 'Engineer L', 'All Licensed PEs')", "obligation_statement": "The specific duty statement (e.g., 'Report safety risks to authorities')", "derived_from": "Source principle or law (e.g., 'NSPE Code', 'State Law')", "enforcement_context": "How enforced in this case", "temporal_scope": "When this obligation applies", "compliance_status": "met|unmet|unclear|pending", "case_context": "How this obligation manifests in the specific case", "source_text": "EXACT text snippet from case where this obligation is mentioned (max 200 characters)", "is_existing_class": true/false, "confidence": 0.0-1.0 } ] } Focus on: 1. NEW obligation types that represent novel professional duties 2. Specific obligation instances showing how duties apply in this case 3. The relationship between obligations and the principles they operationalize 4. Enforcement mechanisms and compliance status Return ONLY the JSON structure, no additional text.
Saved: 2025-12-29 21:29
LLM Response
```json
{
  "new_obligation_classes": [
    {
      "label": "Title Accuracy Obligation",
      "definition": "Duty to ensure professional titles accurately reflect actual qualifications, credentials, and licensing status",
      "derived_from_principle": "Honesty and Integrity",
      "duty_type": "professional",
      "enforcement_mechanism": "State licensing boards, professional ethics committees, employer oversight",
      "violation_consequences": "Ethics violations, loss of credibility, potential legal action, harm to profession's reputation",
      "examples_from_case": ["Not using 'Engineer' title without proper licensing", "Correcting misrepresented titles in documents"],
      "source_text": "Engineers shall not falsify their qualifications or permit misrepresentation of their or their associates' qualifications",
      "confidence": 0.9,
      "reasoning": "While related to disclosure and competence obligations, this specifically addresses accurate use of professional titles, which is a distinct duty not explicitly covered in existing classes"
    },
    {
      "label": "Supervision Obligation",
      "definition": "Duty to provide direct personal supervision when unqualified individuals perform engineering services",
      "derived_from_principle": "Public Safety and Professional Responsibility",
      "duty_type": "professional",
      "enforcement_mechanism": "State licensing laws, professional standards enforcement",
      "violation_consequences": "Harm to public health, safety, and welfare; legal liability",
      "examples_from_case": ["Unqualified individuals must be under direct personal supervision of licensed PE"],
      "source_text": "Unqualified individuals providing these services when they are not under the direct personal supervision of a licensed professional engineer",
      "confidence": 0.85,
      "reasoning": "Distinct from responsible charge obligation as it specifically addresses supervision of unqualified personnel rather than general project oversight"
    }
  ],
  "obligation_individuals": [
    {
      "identifier": "EngineerA_Report_UnlawfulPractice",
      "obligation_class": "Reporting Obligation",
      "obligated_party": "Engineer A",
      "obligation_statement": "Report Engineer B's unlawful practice of engineering to appropriate professional bodies",
      "derived_from": "NSPE Code Section II.1.f",
      "enforcement_context": "Professional ethics board review and state licensing board",
      "temporal_scope": "Upon discovery of violation",
      "compliance_status": "pending",
      "case_context": "Engineer A must report non-licensed Engineer B's review of sealed documents",
      "source_text": "is obligated to report Engineer B's violation to appropriate professional bodies (Section II.1.f)",
      "is_existing_class": true,
      "confidence": 0.95
    },
    {
      "identifier": "EngineerA_Not_Aid_UnlawfulPractice",
      "obligation_class": "Legal Obligation",
      "obligated_party": "Engineer A",
      "obligation_statement": "Not aid or abet the unlawful practice of engineering by Engineer B",
      "derived_from": "NSPE Code Section II.1.e",
      "enforcement_context": "State licensing laws and professional ethics enforcement",
      "temporal_scope": "Ongoing",
      "compliance_status": "unclear",
      "case_context": "Engineer A being directed to revise sealed documents based on unlicensed Engineer B's review",
      "source_text": "Per Section II.1.e, Engineer A 'shall not aid or abet the unlawful practice of engineering'",
      "is_existing_class": true,
      "confidence": 0.95
    },
    {
      "identifier": "EngineerB_Title_Accuracy",
      "obligation_class": "Title Accuracy Obligation",
      "obligated_party": "Engineer B",
      "obligation_statement": "Not use 'Engineer' title without proper licensing",
      "derived_from": "State licensing laws",
      "enforcement_context": "State licensing board enforcement",
      "temporal_scope": "Ongoing",
      "compliance_status": "unmet",
      "case_context": "Engineer B uses 'Engineer' title despite not being licensed",
      "source_text": "Use of the title, 'engineer,' conveys substantial education, examination, and experience, and, in many states, a license",
      "is_existing_class": false,
      "confidence": 0.9
    },
    {
      "identifier": "ENGCO_Personnel_Title_Accuracy",
      "obligation_class": "Title Accuracy Obligation",
      "obligated_party": "ENGCO firm",
      "obligation_statement": "Not list non-degreed personnel with 'Engineer' titles",
      "derived_from": "State licensing acts and professional standards",
      "enforcement_context": "Professional ethics review",
      "temporal_scope": "In all documentation",
      "compliance_status": "unmet",
      "case_context": "ENGCO listed key personnel without engineering degrees as 'Engineer' and 'Design Engineer'",
      "source_text": "ENGCO, that listed key personnel who did not hold engineering degrees with titles including 'Engineer' and 'Design Engineer'",
      "is_existing_class": false,
      "confidence": 0.9
    },
    {
      "identifier": "EI_Disclosure_Misrepresentation",
      "obligation_class": "Disclosure Obligation",
      "obligated_party": "Engineer Intern (EI)",
      "obligation_statement": "Report misrepresentation of qualifications in firm's advertising",
      "derived_from": "NSPE Code Section II.5.a",
      "enforcement_context": "Internal firm reporting and ethics board review",
      "temporal_scope": "Upon discovery",
      "compliance_status": "met",
      "case_context": "EI reported to marketing department that advertising listed him as PE when he was not",
      "source_text": "The EI reported this misrepresentation to the marketing department",
      "is_existing_class": true,
      "confidence": 0.95
    },
    {
      "identifier": "All_PEs_Public_Safety",
      "obligation_class": "Safety Obligation",
      "obligated_party": "All Licensed Professional Engineers",
      "obligation_statement": "Hold paramount the safety, health, and welfare of the public",
      "derived_from": "NSPE Code and licensing requirements",
      "enforcement_context": "State licensing boards and professional ethics enforcement",
      "temporal_scope": "Continuous professional duty",
      "compliance_status": "pending",
      "case_context": "Unlicensed practice threatens public safety by lacking ethical and legal obligations",
      "source_text": "Performance of engineering services by unqualified individuals is detrimental to public safety",
      "is_existing_class": true,
      "confidence": 1.0
    }
  ]
}
```
Constraints Extraction
LLM Prompt
You are an expert in professional ethics analyzing a case for constraints (boundaries, limitations, and restrictions). Based on the literature: - Constraints are INVIOLABLE BOUNDARIES that limit acceptable actions (Dennis et al. 2016) - They differ from obligations by being restrictions rather than requirements - Constraints can be legal, physical, resource-based, or procedural - They define the space within which ethical decisions must be made Your task is to: 1. Identify NEW CONSTRAINT CLASSES not in the existing ontology 2. Extract SPECIFIC CONSTRAINT INDIVIDUALS from the case EXISTING CONSTRAINTS IN ONTOLOGY (check if your identified constraints match these before creating new classes): - Attribution Constraint: Requirements and limitations regarding the disclosure and citation of tools, methods, or sources used in professional work products - Competence Constraint: Boundaries defined by agent capabilities and technical limitations (Hallamaa & Kalliokoski 2022) - Confidentiality Constraint: Boundaries on information disclosure and privacy (Dennis et al. 2016) - Constraint: An information content entity expressing limitations or restrictions on professional actions or decisions. This is the Cs component of the formal specification D=(R,P,O,S,Rs,A,E,Ca,Cs). - Defeasible Constraint: Constraints that admit justified exceptions under specified conditions (Ganascia 2007) - Ethical Constraint: Professional ethical boundaries beyond legal requirements (Benzmüller et al. 2020) - Inviolable Constraint: Absolute constraints that cannot be overridden under any circumstances (Dennis et al. 2016) - Jurisdictional Constraint: Boundaries of authority and geographical or organizational scope (Dennis et al. 2016) - Legal Constraint: Constraints arising from legal requirements and statutes that establish inviolable boundaries (Kroll 2020, Stenseke 2024) - Priority Constraint: Constraints establishing precedence when multiple requirements conflict (Scheutz & Malle 2014) - Procedural Constraint: Requirements for following specific processes or protocols (Furbach et al. 2014) - Regulatory Constraint: Constraints from regulatory bodies and professional standards organizations (Taddeo et al. 2024) - Resource Constraint: Limitations on available time, budget, materials, or human resources (Ganascia 2007) - Safety Constraint: Constraints ensuring safety requirements are met (Arkin 2008) - Technology Substitution Constraint: Boundaries preventing technology from replacing professional judgment and human oversight in critical decision-making Analyze this discussion section: Licensing requirements are imposed upon highly skilled professional occupations such as medicine, law, and engineering. These requirements protect the public interest by ensuring members of the profession have demonstrated acceptable levels of competence and expertise and by excluding unqualified individuals who might misrepresent their skills and abilities to take advantage of the unsuspecting public. There are ethical concerns when unqualified individuals engage in the practice of engineering. Performance of engineering services by unqualified individuals is detrimental to public safety and to the integrity of the engineering profession at large. Use of the title, “engineer,” conveys substantial education, examination, and experience, and, in many states, a license to practice. “Engineer” titles used by individuals working for state agencies tends to convey the impression that they are licensed professional engineers, which may cause confusion among the public. Use of creative titles such as “Associate Engineer,” “Building Engineer,” “Forest Practices Engineer” and “Sanitation Engineer” misrepresents qualifications. Unqualified individuals providing these services when they are not under the direct personal supervision of a licensed professional engineer have caused harm to the public health, safety, and welfare. The Board of Ethical Review has had the opportunity to review similar cases. In BER Case 92-2 , an engineer intern (EI) observed that the firm’s advertising documents listed him as a PE. The EI reported this misrepresentation to the marketing department, but after six months, the documents had not been corrected. The BER noted that the EI took the appropriate step by alerting the marketing director of the error and concluded that “[w]hile there is no indication that what has occurred under these facts is anything other than a negligent oversight, continued inaction by the firm in light of actual knowledge of the error could easily raise questions of improper and unethical conduct.” BER Case 95-10 considered an engineering firm, ENGCO, that listed key personnel who did not hold engineering degrees with titles including “Engineer” and “Design Engineer.” The case discussion indicated that “Although the industry and governmental agencies sometimes use the term indiscriminently [sic], we in the profession must not.” This case also suggested that most states have in their state licensing act how and when the word “engineer” can be used in a title, usually requiring a college degree and/or meeting licensing requirements, but it went on to point out that when “non-degreed personnel have fulfilled the state requirements to be licensed, they may use the term regardless of their formal education.” It should be noted that in the present case, NSPE Code of Ethics Section II.5.a. is very clear: “Engineers shall not falsify their qualifications or permit misrepresentation of their or their associates’ qualifications. They shall not misrepresent or exaggerate their responsibility in or for the subject matter of prior assignments.” In light of the fact that Engineer A has been directed to revise his “signed and sealed contract documents” based on [non] Engineer B’s review, Engineer A is working in association with B. Per Section II.1.e, Engineer A “shall not aid or abet the unlawful practice of engineering…” and is obligated to report Engineer B’s violation to appropriate professional bodies (Section II.1.f). Professional engineers owe ethical duties to the public that unlicensed individuals merely holding the title of “Engineer” do not owe. Professional engineers are personally and legally responsible for their services and must comply with a professional code of ethics. Allowing unlicensed individuals to hold themselves out as “Engineers” with none of the associated ethical or legal obligations diminishes the profession and endangers the public by posing a significant threat to public health and safety. This clearly undermines both the public’s confidence in the profession and the intent of licensure that professional engineers adhere to minimum standards and technical competence obtained through significant education and practical experience as evidenced by successful completion of a rigorous examination. Extract constraints following this JSON structure: { "new_constraint_classes": [ { "label": "Clear, specific constraint class name", "definition": "What this type of constraint limits or restricts", "constraint_type": "legal|physical|resource|temporal|procedural", "flexibility": "hard|soft|negotiable", "violation_impact": "What happens if this constraint is violated", "mitigation_possible": "Whether and how this constraint can be mitigated", "examples_from_case": ["Example 1 from the case", "Example 2"], "source_text": "EXACT text snippet from case where this constraint is identified (max 200 characters)", "confidence": 0.0-1.0, "reasoning": "Why this is a new class not in existing ontology" } ], "constraint_individuals": [ { "identifier": "Unique name for this specific constraint instance", "constraint_class": "Name of the constraint class (new or existing)", "constrained_entity": "What or who is constrained (e.g., 'Engineer L', 'Project')", "constraint_statement": "The specific limitation (e.g., 'Cannot exceed budget of $X')", "source": "Origin of constraint (e.g., 'Client budget', 'Environmental law')", "enforcement_mechanism": "How this constraint is enforced", "temporal_scope": "When this constraint applies", "severity": "critical|major|minor", "case_context": "How this constraint manifests in the specific case", "source_text": "EXACT text snippet from case where this constraint is mentioned (max 200 characters)", "is_existing_class": true/false, "confidence": 0.0-1.0 } ] } Focus on: 1. NEW constraint types that represent novel limitations or boundaries 2. Specific constraint instances showing how limitations apply in this case 3. The difference between constraints (boundaries) and obligations (duties) 4. Impact and severity of constraints on decision-making Return ONLY the JSON structure, no additional text.
Saved: 2025-12-29 21:29
LLM Response
```json
{
  "new_constraint_classes": [
    {
      "label": "Title Usage Constraint",
      "definition": "Restrictions on the use of professional titles and designations that convey specific qualifications, education, or licensure status",
      "constraint_type": "legal",
      "flexibility": "hard",
      "violation_impact": "Misrepresentation of qualifications, public confusion, potential legal liability, undermining of professional integrity",
      "mitigation_possible": "Cannot be mitigated - titles must accurately reflect actual qualifications",
      "examples_from_case": ["Use of 'Engineer' title without license", "Creative titles like 'Associate Engineer'", "'Forest Practices Engineer'"],
      "source_text": "Use of creative titles such as \"Associate Engineer,\" \"Building Engineer,\" \"Forest Practices Engineer\" and \"Sanitation Engineer\" misrepresents qualifications",
      "confidence": 0.9,
      "reasoning": "While related to competence constraints, this specifically addresses title usage restrictions which is distinct from capability limitations"
    },
    {
      "label": "Supervision Constraint",
      "definition": "Requirements for direct personal supervision by qualified professionals when unqualified individuals perform professional services",
      "constraint_type": "procedural",
      "flexibility": "hard",
      "violation_impact": "Harm to public health, safety, and welfare; unlawful practice of engineering",
      "mitigation_possible": "Only through proper supervision by licensed professional",
      "examples_from_case": ["Unqualified individuals providing services without PE supervision"],
      "source_text": "Unqualified individuals providing these services when they are not under the direct personal supervision of a licensed professional engineer have caused harm",
      "confidence": 0.85,
      "reasoning": "Distinct from procedural constraints as it specifically addresses supervision requirements for unqualified practitioners"
    }
  ],
  "constraint_individuals": [
    {
      "identifier": "PE_License_Requirement",
      "constraint_class": "Legal Constraint",
      "constrained_entity": "All individuals practicing engineering",
      "constraint_statement": "Cannot practice engineering without proper licensure",
      "source": "State licensing acts",
      "enforcement_mechanism": "State licensing boards, legal penalties",
      "temporal_scope": "Continuous",
      "severity": "critical",
      "case_context": "Engineer B reviewing and directing changes without PE license",
      "source_text": "Licensing requirements are imposed upon highly skilled professional occupations such as medicine, law, and engineering",
      "is_existing_class": true,
      "confidence": 0.95
    },
    {
      "identifier": "Engineer_Title_Restriction",
      "constraint_class": "Title Usage Constraint",
      "constrained_entity": "Engineer B and similar non-licensed individuals",
      "constraint_statement": "Cannot use 'Engineer' title without meeting state licensing requirements",
      "source": "State licensing acts and professional standards",
      "enforcement_mechanism": "Professional boards, legal action",
      "temporal_scope": "Continuous",
      "severity": "critical",
      "case_context": "Engineer B using 'Engineer' title without PE license",
      "source_text": "Use of the title, \"engineer,\" conveys substantial education, examination, and experience, and, in many states, a license to practice",
      "is_existing_class": false,
      "confidence": 0.9
    },
    {
      "identifier": "No_Misrepresentation_Boundary",
      "constraint_class": "Ethical Constraint",
      "constrained_entity": "Engineer A",
      "constraint_statement": "Cannot falsify or permit misrepresentation of qualifications",
      "source": "NSPE Code of Ethics Section II.5.a",
      "enforcement_mechanism": "Professional ethics boards, peer review",
      "temporal_scope": "Continuous",
      "severity": "critical",
      "case_context": "Engineer A must not allow Engineer B's misrepresentation",
      "source_text": "Engineers shall not falsify their qualifications or permit misrepresentation of their or their associates' qualifications",
      "is_existing_class": true,
      "confidence": 0.95
    },
    {
      "identifier": "No_Aiding_Unlawful_Practice",
      "constraint_class": "Legal Constraint",
      "constrained_entity": "Engineer A",
      "constraint_statement": "Cannot aid or abet unlawful practice of engineering",
      "source": "NSPE Code Section II.1.e",
      "enforcement_mechanism": "Professional boards, legal penalties",
      "temporal_scope": "Continuous",
      "severity": "critical",
      "case_context": "Engineer A revising sealed documents based on unlicensed Engineer B's review",
      "source_text": "Per Section II.1.e, Engineer A \"shall not aid or abet the unlawful practice of engineering\"",
      "is_existing_class": true,
      "confidence": 0.95
    },
    {
      "identifier": "Direct_Supervision_Requirement",
      "constraint_class": "Supervision Constraint",
      "constrained_entity": "Unqualified individuals performing engineering services",
      "constraint_statement": "Must be under direct personal supervision of licensed PE",
      "source": "Professional standards and state regulations",
      "enforcement_mechanism": "State boards, legal enforcement",
      "temporal_scope": "During performance of engineering services",
      "severity": "critical",
      "case_context": "Engineer B performing review without PE supervision",
      "source_text": "when they are not under the direct personal supervision of a licensed professional engineer have caused harm to the public",
      "is_existing_class": false,
      "confidence": 0.85
    },
    {
      "identifier": "Competence_Demonstration_Boundary",
      "constraint_class": "Competence Constraint",
      "constrained_entity": "All engineering practitioners",
      "constraint_statement": "Must demonstrate acceptable levels of competence and expertise",
      "source": "Licensing requirements",
      "enforcement_mechanism": "Licensing examinations, education requirements",
      "temporal_scope": "Prior to practice",
      "severity": "critical",
      "case_context": "Engineer B lacks demonstrated competence through licensure",
      "source_text": "ensuring members of the profession have demonstrated acceptable levels of competence and expertise",
      "is_existing_class": true,
      "confidence": 0.9
    }
  ]
}
```
Capabilities Extraction
LLM Prompt
You are an expert in professional ethics analyzing a case for capabilities (competencies and skills required for professional practice). Based on the literature: - Capabilities are COMPETENCIES that enable norm compliance (Hallamaa & Kalliokoski 2022) - They represent the skills needed to fulfill professional obligations (Dennis et al. 2016) - Capabilities include technical, ethical, communicative, and analytical competencies - They constitute "norm competence" - the ability to act ethically (Kong et al. 2020) Your task is to: 1. Identify NEW CAPABILITY CLASSES not in the existing ontology 2. Extract SPECIFIC CAPABILITY INDIVIDUALS from the case EXISTING CAPABILITIES IN ONTOLOGY (check if your identified capabilities match these before creating new classes): - AI Tool Evaluation Capability: The competency to assess, validate, and appropriately use AI-generated content in professional work - Capability: A realizable entity that can be realized by specific types of actions or processes in professional contexts. This is the Ca component of the formal specification D=(R,P,O,S,Rs,A,E,Ca,Cs). - Capability Type: Meta-class for specific capability types recognized by the ProEthica system - Data Privacy Protection Capability: The competency to safeguard confidential client information when using digital tools and platforms - Justification Capability: Capability to trace reasoning paths connecting decisions to authoritative sources (McLaren 2003, Anderson & Anderson 2018) - Regulatory Compliance Capability: The competency to ensure designs and documents meet local regulations and safety standards - Responsible Charge Capability: The competency to maintain active engagement and supervisory control from conception to completion of engineering work - Technical Capability: A specialized technical skill or competency in a professional domain - Technical Writing Capability: The competency to produce clear, accurate, and professional technical documentation and reports - Technology Integration Capability: The competency to appropriately integrate new technologies while maintaining professional judgment Analyze this discussion section: Licensing requirements are imposed upon highly skilled professional occupations such as medicine, law, and engineering. These requirements protect the public interest by ensuring members of the profession have demonstrated acceptable levels of competence and expertise and by excluding unqualified individuals who might misrepresent their skills and abilities to take advantage of the unsuspecting public. There are ethical concerns when unqualified individuals engage in the practice of engineering. Performance of engineering services by unqualified individuals is detrimental to public safety and to the integrity of the engineering profession at large. Use of the title, “engineer,” conveys substantial education, examination, and experience, and, in many states, a license to practice. “Engineer” titles used by individuals working for state agencies tends to convey the impression that they are licensed professional engineers, which may cause confusion among the public. Use of creative titles such as “Associate Engineer,” “Building Engineer,” “Forest Practices Engineer” and “Sanitation Engineer” misrepresents qualifications. Unqualified individuals providing these services when they are not under the direct personal supervision of a licensed professional engineer have caused harm to the public health, safety, and welfare. The Board of Ethical Review has had the opportunity to review similar cases. In BER Case 92-2 , an engineer intern (EI) observed that the firm’s advertising documents listed him as a PE. The EI reported this misrepresentation to the marketing department, but after six months, the documents had not been corrected. The BER noted that the EI took the appropriate step by alerting the marketing director of the error and concluded that “[w]hile there is no indication that what has occurred under these facts is anything other than a negligent oversight, continued inaction by the firm in light of actual knowledge of the error could easily raise questions of improper and unethical conduct.” BER Case 95-10 considered an engineering firm, ENGCO, that listed key personnel who did not hold engineering degrees with titles including “Engineer” and “Design Engineer.” The case discussion indicated that “Although the industry and governmental agencies sometimes use the term indiscriminently [sic], we in the profession must not.” This case also suggested that most states have in their state licensing act how and when the word “engineer” can be used in a title, usually requiring a college degree and/or meeting licensing requirements, but it went on to point out that when “non-degreed personnel have fulfilled the state requirements to be licensed, they may use the term regardless of their formal education.” It should be noted that in the present case, NSPE Code of Ethics Section II.5.a. is very clear: “Engineers shall not falsify their qualifications or permit misrepresentation of their or their associates’ qualifications. They shall not misrepresent or exaggerate their responsibility in or for the subject matter of prior assignments.” In light of the fact that Engineer A has been directed to revise his “signed and sealed contract documents” based on [non] Engineer B’s review, Engineer A is working in association with B. Per Section II.1.e, Engineer A “shall not aid or abet the unlawful practice of engineering…” and is obligated to report Engineer B’s violation to appropriate professional bodies (Section II.1.f). Professional engineers owe ethical duties to the public that unlicensed individuals merely holding the title of “Engineer” do not owe. Professional engineers are personally and legally responsible for their services and must comply with a professional code of ethics. Allowing unlicensed individuals to hold themselves out as “Engineers” with none of the associated ethical or legal obligations diminishes the profession and endangers the public by posing a significant threat to public health and safety. This clearly undermines both the public’s confidence in the profession and the intent of licensure that professional engineers adhere to minimum standards and technical competence obtained through significant education and practical experience as evidenced by successful completion of a rigorous examination. Extract capabilities following this JSON structure: { "new_capability_classes": [ { "label": "Clear, specific capability class name", "definition": "What competency or skill this capability represents", "capability_type": "technical|ethical|communicative|analytical", "norm_competence_related": "Which professional obligations this capability enables", "skill_level": "basic|intermediate|advanced|expert", "acquisition_method": "How this capability is typically acquired (education, training, experience)", "examples_from_case": ["Example 1 from the case", "Example 2"], "source_text": "EXACT text snippet from case where this capability is identified (max 200 characters)", "confidence": 0.0-1.0, "reasoning": "Why this is a new class not in existing ontology" } ], "capability_individuals": [ { "identifier": "Unique name for this specific capability instance", "capability_class": "Name of the capability class (new or existing)", "possessed_by": "Who has this capability (e.g., 'Engineer L', 'All Licensed PEs')", "capability_statement": "The specific competency (e.g., 'Design stormwater systems')", "demonstrated_through": "How shown in the case (e.g., 'Years of experience', 'Professional license')", "proficiency_level": "basic|intermediate|advanced|expert", "enables_obligations": "Which obligations this capability enables", "temporal_aspect": "When this capability is relevant", "case_context": "How this capability manifests in the specific case", "source_text": "EXACT text snippet from case where this capability is mentioned (max 200 characters)", "is_existing_class": true/false, "confidence": 0.0-1.0 } ] } Focus on: 1. NEW capability types that represent novel competencies 2. Specific capability instances showing professional competencies in this case 3. The relationship between capabilities and norm competence 4. How capabilities enable fulfillment of professional obligations Return ONLY the JSON structure, no additional text.
Saved: 2025-12-29 21:30
LLM Response
```json
{
  "new_capability_classes": [
    {
      "label": "Professional Title Verification Capability",
      "definition": "The competency to identify and report misrepresentation of professional qualifications and titles",
      "capability_type": "ethical",
      "norm_competence_related": "Enables compliance with obligations to protect professional integrity and public trust",
      "skill_level": "intermediate",
      "acquisition_method": "Professional ethics training, understanding of licensing regulations, experience in professional practice",
      "examples_from_case": ["EI reported misrepresentation to marketing department", "Engineer A obligated to report Engineer B's violation"],
      "source_text": "The EI reported this misrepresentation to the marketing department",
      "confidence": 0.9,
      "reasoning": "Distinct from existing capabilities - focuses specifically on identifying and addressing title/credential misrepresentation"
    },
    {
      "label": "Licensure Compliance Monitoring Capability",
      "definition": "The competency to recognize when unlicensed individuals are performing work requiring professional licensure",
      "capability_type": "ethical",
      "norm_competence_related": "Enables enforcement of licensing requirements and protection of public safety",
      "skill_level": "advanced",
      "acquisition_method": "Understanding of state licensing acts, professional experience, regulatory training",
      "examples_from_case": ["Recognizing non-Engineer B reviewing sealed documents", "Identifying unlawful practice of engineering"],
      "source_text": "Engineer A has been directed to revise his 'signed and sealed contract documents' based on [non] Engineer B's review",
      "confidence": 0.85,
      "reasoning": "Goes beyond general regulatory compliance to specifically monitor and identify licensure violations in practice"
    },
    {
      "label": "Professional Boundary Enforcement Capability",
      "definition": "The competency to maintain and enforce appropriate professional boundaries regarding who can perform engineering work",
      "capability_type": "ethical",
      "norm_competence_related": "Protects public safety by ensuring only qualified individuals perform engineering services",
      "skill_level": "expert",
      "acquisition_method": "Professional licensure, ethics training, understanding of legal requirements",
      "examples_from_case": ["Not aiding unlawful practice", "Ensuring direct supervision of unlicensed personnel"],
      "source_text": "Engineer A 'shall not aid or abet the unlawful practice of engineering'",
      "confidence": 0.8,
      "reasoning": "Specific to maintaining professional boundaries and preventing unauthorized practice, distinct from general compliance"
    }
  ],
  "capability_individuals": [
    {
      "identifier": "EI_Title_Verification_92-2",
      "capability_class": "Professional Title Verification Capability",
      "possessed_by": "Engineer Intern in BER Case 92-2",
      "capability_statement": "Ability to identify and report misrepresentation of PE credentials in firm documents",
      "demonstrated_through": "Reporting misrepresentation to marketing department",
      "proficiency_level": "intermediate",
      "enables_obligations": "Maintaining professional integrity and accurate representation",
      "temporal_aspect": "When reviewing firm's advertising documents",
      "case_context": "EI observed firm listing him as PE when he was not licensed",
      "source_text": "an engineer intern (EI) observed that the firm's advertising documents listed him as a PE",
      "is_existing_class": false,
      "confidence": 0.95
    },
    {
      "identifier": "EngineerA_Compliance_Monitoring",
      "capability_class": "Licensure Compliance Monitoring Capability",
      "possessed_by": "Engineer A",
      "capability_statement": "Ability to recognize unlawful engineering practice by unlicensed individuals",
      "demonstrated_through": "Recognition that non-Engineer B should not review sealed documents",
      "proficiency_level": "advanced",
      "enables_obligations": "Not aiding unlawful practice and reporting violations",
      "temporal_aspect": "When directed to revise sealed documents",
      "case_context": "Engineer A must respond to unlicensed Engineer B reviewing sealed work",
      "source_text": "Engineer A has been directed to revise his 'signed and sealed contract documents' based on [non] Engineer B's review",
      "is_existing_class": false,
      "confidence": 0.9
    },
    {
      "identifier": "Licensed_PE_Responsible_Charge",
      "capability_class": "Responsible Charge Capability",
      "possessed_by": "All Licensed Professional Engineers",
      "capability_statement": "Maintaining active engagement and supervisory control of engineering work",
      "demonstrated_through": "Professional license and adherence to code of ethics",
      "proficiency_level": "expert",
      "enables_obligations": "Personal and legal responsibility for engineering services",
      "temporal_aspect": "Throughout all engineering projects",
      "case_context": "Licensed PEs must maintain supervision over unlicensed personnel",
      "source_text": "Professional engineers are personally and legally responsible for their services",
      "is_existing_class": true,
      "confidence": 0.95
    },
    {
      "identifier": "PE_Regulatory_Compliance",
      "capability_class": "Regulatory Compliance Capability",
      "possessed_by": "All Licensed Professional Engineers",
      "capability_statement": "Ensuring compliance with state licensing acts and regulations",
      "demonstrated_through": "Education, examination, and licensure process",
      "proficiency_level": "expert",
      "enables_obligations": "Meeting minimum standards and technical competence requirements",
      "temporal_aspect": "Continuous throughout professional practice",
      "case_context": "Understanding when 'engineer' title can be legally used",
      "source_text": "most states have in their state licensing act how and when the word 'engineer' can be used in a title",
      "is_existing_class": true,
      "confidence": 0.9
    },
    {
      "identifier": "EngineerA_Reporting_Obligation",
      "capability_class": "Professional Boundary Enforcement Capability",
      "possessed_by": "Engineer A",
      "capability_statement": "Ability to report violations to appropriate professional bodies",
      "demonstrated_through": "Obligation under NSPE Code Section II.1.f",
      "proficiency_level": "advanced",
      "enables_obligations": "Protecting public safety and professional integrity",
      "temporal_aspect": "When violations are discovered",
      "case_context": "Must report Engineer B's unauthorized practice",
      "source_text": "obligated to report Engineer B's violation to appropriate professional bodies (Section II.1.f)",
      "is_existing_class": false,
      "confidence": 0.85
    }
  ]
}
```