Step 4: Case Synthesis

Build a coherent case model from extracted entities

Back to Case
Disclosure of Personal Information
Step 4 of 5
Four-Phase Synthesis Pipeline
1
Entity Foundation
Passes 1-3
2
Analytical Extraction
2A-2E
3
Decision Synthesis
E1-E3 + LLM
4
Narrative
Timeline + Scenario
Phase 1 Entity Foundation
78 entities
Pass 1: Contextual Framework
  • 5 Roles
  • 14 States
  • 5 Resources
Pass 2: Normative Requirements
  • 8 Principles
  • 7 Obligations
  • 4 Constraints
  • 11 Capabilities
Pass 3: Temporal Dynamics
  • 24 Temporal Dynamics
Phase 2 Analytical Extraction
2A: Code Provisions 3
LLM detect algorithmic linking Case text + Phase 1 entities
I.5. Avoid deceptive acts.
I.6. Conduct themselves honorably, responsibly, ethically, and lawfully so as to enhance the honor, reputation, and usefulness of the profession.
III.1.f. Engineers shall treat all persons with dignity, respect, fairness and without discrimination.
2B: Precedent Cases 3
LLM extraction Case text
BER Case 97-11 distinguishing
linked
An engineer is not ethically compelled to automatically disclose a pending ethics complaint (a mere unproven allegation) to a client, though prudent limited disclosure may be advisable depending on the seriousness of the charges.
BER Case 75-5 distinguishing
linked
Personal misconduct unrelated to the practice of engineering may still be subject to the Code of Ethics because the Code's purpose is to maintain public confidence in engineers' integrity and honesty.
BER Case 03-6 distinguishing
linked
An engineer has an ethical obligation to disclose information on an employment application that bears on character, integrity, and credibility as a professional, even if not strictly about engineering licensure.
2C: Questions & Conclusions 13 13
Board text parsed LLM analytical Q&C LLM Q-C linking Case text + 2A provisions
Questions (13)
Question_1 What are Engineer A’s ethical obligations under the circumstances?
Question_101 Does the fact that Engineer A has practiced competently and successfully for 25 years across multiple employers suggest that autism disclosure is irre...
Question_102 What role should the Americans with Disabilities Act's anti-discrimination protections play in shaping how the NSPE Code is interpreted regarding an e...
Question_103 Should Engineer A's employer and clients have an ethical duty under III.1.f. to treat him with dignity and without discrimination even if he never dis...
Question_104 Does Engineer A's fear that disclosure could 'limit his career options' reveal an implicit bias problem within the engineering profession that the Cod...
Question_201 How should Personal Privacy of Engineer A be balanced against Full Disclosure to Employers when the undisclosed information (autism) does not affect p...
Question_202 Does the Avoidance of Deception Scope principle conflict with Avoiding Deceptive Acts in Autism Nondisclosure if nondisclosure of a personal medical c...
Question_203 If Full Disclosure to Employers were treated as an ethical mandate, would this conflict with Personal Privacy of Engineer A in a way that could disinc...
Question_301 From a deontological perspective, did Engineer A fulfill his duty to avoid deceptive acts by not disclosing his autism to employers, given that the NS...
Question_302 Did the outcome of Engineer A's continued non-disclosure justify the avoidance of potential career jeopardy, given that no evidence suggests his autis...
Question_303 Did Engineer A act with professional integrity in weighing self-advocacy values (openness about his identity) against his personal privacy interests, ...
Question_401 If Engineer A's autism had, in fact, impaired his ability to competently interact with clients or perform engineering duties, would the Board still ha...
Question_402 If Engineer A's employer had explicitly asked him during hiring whether he had any condition affecting his professional performance and he had denied ...
Conclusions (13)
Conclusion_1 Engineer A is certainly free to disclose his autism if he so chooses. However, the NSPE Code of Ethics does not compel disclosure nor does a failure t...
Conclusion_101 The Board's conclusion implicitly rests on a scope limitation of the deception clause (I.5): it applies to representations about professional qualific...
Conclusion_102 Beyond finding no Code-based duty to disclose, the Board's reasoning is reinforced by the Americans with Disabilities Act, which legally protects Engi...
Conclusion_103 The Board's conclusion that nondisclosure is not deceptive does not foreclose a separate, affirmative obligation running the other direction: under II...
Conclusion_201 Engineer A's uninterrupted 25-year record of competent practice across multiple employers (Q101) strongly supports the inference that autism disclosur...
Conclusion_202 Regarding Q102, the Americans with Disabilities Act's anti-discrimination framework, while not binding on the NSPE Code's interpretation, provides imp...
Conclusion_203 From a deontological perspective (Q301), Engineer A fulfilled his duty to avoid deceptive acts because the duty under I.5. is properly understood as a...
Conclusion_204 In response to the counterfactual in Q401, if Engineer A's autism had actually impaired his ability to competently perform engineering duties or inter...
Conclusion_205 Addressing the counterfactual in Q402, if an employer had directly and explicitly asked Engineer A during hiring whether he had any condition affectin...
Conclusion_206 Regarding Q104, Engineer A's stated fear that disclosure could limit his career options does point to a broader structural issue of implicit bias in t...
Conclusion_301 The apparent tension between Personal Privacy of Engineer A and Full Disclosure to Employers is resolved by treating the Avoidance of Deception Scope ...
Conclusion_302 Rather than prioritizing one principle over another through direct conflict resolution, the Board effectively narrowed the applicability of Avoiding D...
Conclusion_303 The case illustrates that when a personal characteristic has no demonstrated effect on professional performance, ethical principles of privacy and non...
2D: Transformation Classification
transfer 62%
LLM classification Phase 1 entities + 2C Q&C

The scenario transforms by shifting the site of ethical obligation away from Engineer A (who is found to have no disclosure/deception duty under I.5.) toward the employer and clients, who are assigned a standing, disclosure-independent obligation under III.1.f. to treat Engineer A with dignity and without discrimination. The Board accomplishes this by narrowing the deception clause's scope for Engineer A while simultaneously activating a parallel affirmative duty for the employer, effectively transferring the ethical burden of the situation from the discloser to the receiving party.

Reasoning

The Board relieves Engineer A of any Code-based disclosure obligation ('the NSPE Code of Ethics does not compel disclosure') and instead locates the operative ethical duty in a different stakeholder: the employer/clients, who bear an affirmative III.1.f. dignity and non-discrimination duty that exists 'regardless of whether he discloses his autism.' This is a clean handoff of the locus of ethical responsibility—from Engineer A's (non-existent) duty to disclose to the employer's independent duty to treat him with respect—rather than an unresolved competing-duties standoff, a cyclical alternation, or a retrospective discovery of hidden harm.

2E: Rich Analysis (Causal Links, Question Emergence, Resolution Patterns)
LLM batched analysis label-to-URI resolution Phase 1 entities + 2C Q&C + 2A provisions
Causal-Normative Links (5)
CausalLink_Condition Non-Disclosure Engineer A's choice to withhold his medical condition, grounded in his right to privacy, is precisely the fact pattern that later gives the NSPE Board...
CausalLink_Employment Acquisition Without Disclosure Because taking the job without disclosing his condition is also justified by a right to privacy, it directly seeds the Career Concern Emergence that f...
CausalLink_Conference Attendance Attending the conference, an act of self-advocacy, is the triggering event that leads Engineer A into Disclosure Deliberation, meaning his pursuit of ...
CausalLink_Disclosure Deliberation The deliberation over whether to disclose is guided simultaneously by the duty to avoid deceptive acts, the value of self-advocacy, and the right to p...
CausalLink_Case Distinction Determination The Board's Case Distinction Determination, guided by both privacy rights and dignity/fairness/non-discrimination norms, functions as the causal endpo...
Question Emergence (13)
QuestionEmergence_1 The question arises because Engineer A's public self-advocacy after years of nondisclosure exposes a tension between professional honesty norms and di...
QuestionEmergence_2 The question emerged because Engineer A's long, competent, multi-employer career seems to empirically undercut the need for medical disclosure, forcin...
QuestionEmergence_3 The question arose because the Board had to adjudicate a nondisclosure case involving a legally protected disability status, exposing an unresolved ga...
QuestionEmergence_4 The question arises because Engineer A's nondisclosure decision creates a gap between a principle owed to all persons under the Code and the practical...
QuestionEmergence_5 The question arises because the case record documents Engineer A's career fear as a fact but the Code and the Board's precedent only supply tools for ...
QuestionEmergence_6 The question arose because Engineer A's nondisclosure could be read either as a privacy-protected personal choice or as a violation of transparency no...
QuestionEmergence_7 The question arises because the Code's general deception clause was drafted for professional practice contexts but is being tested against a personal ...
QuestionEmergence_8 The question arises because treating disclosure as a mandatory ethical duty would penalize Engineer A for privacy protected nondisclosure of a conditi...
QuestionEmergence_9 The question arises because the NSPE deception clause was originally intended for professional misrepresentations, and applying it to personal health ...
QuestionEmergence_10 The question arises because the Board must judge intent and justification using outcome evidence, but the Deceptive Acts Prohibition and ADA Protectio...
QuestionEmergence_11 The question arises because Engineer A's dual behavior, open self-advocacy in one context and non-disclosure in another, creates an apparent tension b...
QuestionEmergence_12 The question arises because the Board's actual ruling assumed non-impairment, so hypothetically reversing that fact exposes whether the deception stan...
QuestionEmergence_13 The question arises because the Board's original ruling rested on the assumption of passive silence, and introducing a hypothetical direct question te...
Resolution Patterns (13)
ResolutionPattern_1 Given that autism disclosure is optional under the Code and Engineer A made no false representation, the board concluded that nondisclosure is a permi...
ResolutionPattern_2 Because I.5 is understood by the board as targeting professional misrepresentation rather than personal status, the board read the Code's silence on d...
ResolutionPattern_3 Since the ADA independently shields Engineer A from compelled disclosure, the board used this external legal framework to confirm that the Code's sile...
ResolutionPattern_4 Because III.1.f. is not conditioned on disclosure timing, the board concluded that employers owe Engineer A dignity and non-discrimination protections...
ResolutionPattern_5 Given Engineer A's 25-year record of competent work across multiple employers with no indication of impairment, the board inferred that disclosure is ...
ResolutionPattern_6 Because the ADA specifically protects Engineer A's choice not to disclose his disability status, and because that protection is aimed at preventing th...
ResolutionPattern_7 Given that I.5's duty to avoid deception is properly understood as attaching to professional representations rather than personal medical facts, the b...
ResolutionPattern_8 Because the Board's finding of no deception depended on the premise that Engineer A's autism did not impair his professional competence, the board rea...
ResolutionPattern_9 Because passive nondisclosure and an affirmative false statement are treated as materially different acts under the Code's deception clause, the board...
ResolutionPattern_10 Because Engineer A's disclosure reluctance is driven by fear of bias rather than any competence deficiency, the board concluded that while nondisclosu...
ResolutionPattern_11 Given that Engineer A's 25 year record showed no competence impairment, the Board concluded that the deception provision's scope is limited to profess...
ResolutionPattern_12 Because the withheld information was medical rather than professional, the Board reasoned that confining the deception principle's scope avoids forcin...
ResolutionPattern_13 Given that autism did not affect Engineer A's competence and the ADA reinforces protection against disability based discrimination, the Board conclude...
Phase 3 Decision Point Synthesis
Decision Point Synthesis (E1-E3 + Q&C Alignment + LLM)
E1-E3 algorithmic Q&C scoring LLM refinement Phase 1 entities + 2C Q&C + 2E rich analysis
E1
Obligation Coverage
-
E2
Action Mapping
-
E3
Composition
-
Q&C
Alignment
-
LLM
Refinement
-
Phase 4 Narrative Construction
Narrative Elements (Event Calculus + Scenario Seeds)
algorithmic base LLM enhancement Phase 1 entities + Phase 3 decision points
4.1
Characters
-
4.2
Timeline
-
4.3
Conflicts
-
4.4
Decisions
-
Review Entities & Commit View Synthesis

© Licensed under the GNU GPL v3