Step 4: Case Synthesis

Build a coherent case model from extracted entities

Back to Case
Duty To Disclose Disciplinary Complaint To Client
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
77 entities
Pass 1: Contextual Framework
  • 8 Roles
  • 12 States
  • 5 Resources
Pass 2: Normative Requirements
  • 9 Principles
  • 8 Obligations
  • 6 Constraints
  • 8 Capabilities
Pass 3: Temporal Dynamics
  • 21 Temporal Dynamics
Phase 2 Analytical Extraction
2A: Code Provisions 4
LLM detect algorithmic linking Case text + Phase 1 entities
II.3.a. Engineers shall be objective and truthful in professional reports, statements, or testimony. They shall include all relevant and pertinent information...
II.4.a. Engineers shall disclose all known or potential conflicts of interest that could influence or appear to influence their judgment or the quality of the...
II.5.a. Engineers shall not falsify their qualifications or permit misrepresentation of their or their associates' qualifications. They shall not misrepresent...
III.3.a. Engineers shall avoid the use of statements containing a material misrepresentation of fact or omitting a material fact.
2B: Precedent Cases 2
LLM extraction Case text
Case No. 83-1 distinguishing
linked
It is unethical to continue distributing promotional materials listing a former key employee after actual termination, as doing so misrepresents pertinent facts with intent to enhance the firm's qualifications; however, distributing previously printed materials is not unethical if the prospective client is apprised of the pending termination.
Case No. 90-4 distinguishing
linked
It is not unethical to continue representing a departing employee in firm promotional materials where the employee was not highlighted as a 'key employee' in a manner that constituted an overt misrepresentation of the firm's overall makeup.
2C: Questions & Conclusions 14 18
Board text parsed LLM analytical Q&C LLM Q-C linking Case text + 2A provisions
Questions (14)
Question_1 Was it unethical for Engineer A to not report to Client B the ethics complaint filed against Engineer A by Client C?
Question_101 At what point does an unproven ethics complaint become material enough that a reasonable client would expect disclosure, even absent a formal adjudica...
Question_102 Because Client C's complaint alleges lack of competence on services similar to those Engineer A is currently performing for Client B, does this simila...
Question_103 Should Engineer A's personal, subjective belief that disclosure was unnecessary be the governing ethical standard, or should an objective professional...
Question_104 Does Client B's discovery of the complaint through a third party, and his resulting sense of betrayal, indicate that reasonable client expectations of...
Question_201 How should Faithful Agency to Client B be balanced against Transparency in Complaint Disclosure when the underlying complaint is unproven and disclosu...
Question_202 Does Competence in Similar Services conflict with Honesty toward Client B, given that the complaint concerns competence on work substantially similar ...
Question_203 How should Transparency in Complaint Notification be balanced against Engineer A's individual Prudent Disclosure Judgment, when categorical transparen...
Question_301 From a deontological perspective, did Engineer A fulfill a duty of transparency to Client B by withholding knowledge of the pending ethics complaint f...
Question_302 From a consequentialist perspective, did the outcome of nondisclosure -- Client B's distress upon learning of the complaint through a third party -- j...
Question_303 Did Engineer A act with professional integrity when relying on personal judgment that disclosure of the unproven, pending complaint was unnecessary ra...
Question_401 If the ethics complaint filed by Client C had concerned the very project Engineer A was performing for Client B (rather than a separate, similar proje...
Question_402 If the state board's ethics complaint had already resulted in a formal finding that Engineer A lacked competence (rather than remaining an unproven, p...
Question_403 If Client B had directly asked Engineer A during the engagement whether any ethics complaints were pending against him, would the Board still have con...
Conclusions (18)
Conclusion_1 It was ethical for Engineer A not to report to Client B the ethics complaint filed against Engineer A by Client C.
Conclusion_101 The Board's finding rests on the fact that the complaint against Engineer A was unproven and still pending; this status is doing significant ethical w...
Conclusion_102 The Board's conclusion treats the complaint as sufficiently distinct from Client B's project to relieve Engineer A of a disclosure duty, but this unde...
Conclusion_103 The Board's conclusion implicitly endorses Engineer A's subjective judgment that disclosure was unnecessary, but does not articulate whether this judg...
Conclusion_201 Regarding Q101, materiality does not depend solely on formal adjudication. An unproven complaint becomes ethically material to a client when it concer...
Conclusion_202 Regarding Q102, the similarity between the services challenged by Client C and those being performed for Client B does create a project-specific relev...
Conclusion_203 Regarding Q103, professional ethics generally favor an objective standard over an engineer's subjective comfort level in deciding what is material to ...
Conclusion_204 Regarding Q301, from a strict deontological standpoint focused on rule-based duties of honesty, Engineer A's silence is not clearly a violation, since...
Conclusion_205 Regarding Q302, from a consequentialist perspective the actual outcome undermines a simple justification for nondisclosure: Client B's distress and se...
Conclusion_206 Regarding Q303, professional integrity arguably requires more than avoiding falsehood; it includes enabling the client to exercise independent judgmen...
Conclusion_207 Regarding Q401, had Client C's complaint concerned the very project performed for Client B, the analysis would shift substantially: the complaint woul...
Conclusion_208 Regarding Q402, if the state board had already made a formal finding that Engineer A lacked competence, continued nondisclosure to Client B would more...
Conclusion_209 Regarding Q403, had Client B directly asked Engineer A whether any ethics complaints were pending, silence or denial would transform the omission into...
Conclusion_210 Regarding Q201, the Board's implicit resolution favors Faithful Agency to Client B over categorical Transparency in Complaint Disclosure when the unde...
Conclusion_211 Regarding Q202, Competence in Similar Services and Honesty toward Client B do not directly conflict on these facts because the unproven complaint is n...
Conclusion_301 The Board implicitly resolved the tension between Faithful Agency to Client B and Transparency in Complaint Disclosure by privileging the former: beca...
Conclusion_302 The apparent conflict between Competence in Similar Services and Honesty toward Client B was not treated by the Board as a true principle collision, b...
Conclusion_303 The case demonstrates a prioritization hierarchy in which individualized professional discretion (Prudent Disclosure Judgment) is permitted to overrid...
2D: Transformation Classification
phase_lag 72%
LLM classification Phase 1 entities + 2C Q&C

Engineer A's duty to disclose is assessed at t0 (during the engagement, complaint pending/unproven) as satisfied by nondisclosure, but the case narrative and Board commentary show that the same facts would generate a different, non-compliant obligation at a later time t1 (if the complaint matures into an adjudicated finding) or under a different informational trigger (direct inquiry). Client B's discovery 'later, through another party' exposes a parallel timeline in which the client's expectation of transparency and the engineer's private judgment about materiality diverge, with the ethical weight of the nondisclosure only becoming visible in hindsight once the complaint's existence and Client B's reaction are known.

Reasoning

The case turns on a temporal gap between Engineer A's nondisclosure decision during the engagement and the later, unplanned revelation of the complaint to Client B through a third party. The Board's reasoning explicitly treats the ethical status of nondisclosure as contingent on the complaint's pending, unproven status at the time of the decision, while acknowledging (C12/Q402/Q403 counterfactuals) that a later formal finding or a later direct question would retroactively change the ethical calculus -- a hallmark of phase lag, where obligations 'emerge or become clear only after time has passed.'

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_Professional Engagement Retention Engineer A's retention of the professional engagement set up the working relationship that later made the nondisclosure decision and subsequent design...
CausalLink_Ethics Complaint Filing Client C's filing of the ethics complaint triggered formal board notification, meaning this action's significance rests on initiating an accountabilit...
CausalLink_Nondisclosure Decision Engineer A's decision not to disclose information caused the third-party disclosure that followed, so the nondisclosure carries normative weight as th...
CausalLink_Client Confrontation The client confrontation arose causally from the third-party disclosure created by Engineer A's earlier nondisclosure, showing that the confrontation'...
CausalLink_Design Services Performance Because Design Services Performance fulfills the Faithful Agent and Trustee Obligation and is guided by that same principle, Engineer A's completion o...
Question Emergence (14)
QuestionEmergence_1 The question emerged because Engineer A faced a pending, unresolved ethics complaint from Client C while actively serving Client B, creating ambiguity...
QuestionEmergence_2 The question arises because Engineer A's Nondisclosure Decision sits between two plausible duties, honesty and faithful agency toward Client B versus ...
QuestionEmergence_3 The question arises because the topical overlap between the two engagements creates ambiguity about whether normal confidentiality and presumption-of-...
QuestionEmergence_4 The question arises because Engineer A's private belief about what was worth disclosing conflicts with an implied professional norm that disclosure ob...
QuestionEmergence_5 The question arises because Client B's sense of betrayal reveals a gap between the codified duty of disclosure, which addresses formal requirements, a...
QuestionEmergence_6 The question arises because Engineer A faces a genuine conflict between transparency owed to Client B and fairness owed to himself given the Unproven ...
QuestionEmergence_7 The question arises because Engineer A's nondisclosure sits at the intersection of two professional obligations, competence disclosure and honesty, th...
QuestionEmergence_8 The question arises because a regulatory complaint against Engineer A became known through indirect channels (Client B Indirect Discovery) rather than...
QuestionEmergence_9 The question arises because Engineer A Reputation Exposure and Unproven Ethics Complaint Allegation create a situation where disclosure norms and fair...
QuestionEmergence_10 The question arises because a purely outcome based evaluation of Engineer A Reputation Exposure versus Client B Indirect Discovery, is contested, sinc...
QuestionEmergence_11 The question arises because Engineer A substituted personal judgment for Client B's own assessment of a material fact, creating ambiguity about whethe...
QuestionEmergence_12 The question arises because the Board's original ruling assumed the complaint was about a separate, unrelated project, so extending the same reasoning...
QuestionEmergence_13 The question arises because the original scenario turned on the complaint's unproven status as the key fact excusing nondisclosure, so altering that f...
QuestionEmergence_14 This question arose because the Board's reasoning implicitly distinguished passive nondisclosure from active concealment, and a hypothetical direct qu...
Resolution Patterns (18)
ResolutionPattern_1 Given that the complaint was unadjudicated and originated from a separate client relationship, the Board concluded nondisclosure was ethical because E...
ResolutionPattern_2 Because the complaint had not been adjudicated and no fault had been established, the Board reasoned that disclosure would amount to publicizing a mer...
ResolutionPattern_3 Given that the complaint involved services similar to, but not identical with, Client B's project, the Board treated the two engagements as sufficient...
ResolutionPattern_4 Because the Board did not explicitly test Engineer A's judgment against an objective professional standard, the conclusion rests on accepting Engineer...
ResolutionPattern_5 Because the complaint targeted the same competence area Client B depended on and was under active review, the Board reasoned that materiality arises f...
ResolutionPattern_6 Given that Client C's complaint concerned competence on work similar to Client B's project, the Board reasoned that this similarity elevates the compl...
ResolutionPattern_7 Because the complaint was objectively unproven and unrelated to Client B's project, the Board concluded compliance was justified by those external fac...
ResolutionPattern_8 Given the absence of an explicit Code duty to disclose unproven, unrelated complaints, the Board found no clear deontological violation under strict r...
ResolutionPattern_9 Because Client B discovered the complaint through a third party and reacted with distress and betrayal, the Board reasoned that the real-world outcome...
ResolutionPattern_10 Since Engineer A alone decided the complaint was immaterial rather than letting Client B evaluate it, the Board concluded this was Code-permissible bu...
ResolutionPattern_11 Given that Client C's complaint related only to a similar but separate project, the board found no compliance failure, but it signals that had the com...
ResolutionPattern_12 Because the complaint's pending, unproven status was central to the board's reasoning, it concluded nondisclosure was compliant, but recognized that a...
ResolutionPattern_13 Since Client B never posed a direct question about ethics complaints, the board found passive nondisclosure ethically permissible, but indicated that ...
ResolutionPattern_14 Because the complaint had not been proven, the board implicitly ranked faithful agency to Client B, understood as protecting the engineer from prematu...
ResolutionPattern_15 Given that the complaint had not been substantiated and did not reflect a proven competence failure on Client B's project, the board found no real con...
ResolutionPattern_16 Given that Client C's complaint remained unproven and pertained to a different project, the Board concluded that Engineer A's faithful agency and repu...
ResolutionPattern_17 Because Engineer A's silence involved no false statement and the competence allegation was still unproven, the Board read Honesty toward Client B narr...
ResolutionPattern_18 Given the absence of any adjudicated finding against Engineer A, the Board favored individualized professional discretion over categorical notificatio...
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
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E2
Action Mapping
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E3
Composition
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Q&C
Alignment
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LLM
Refinement
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Phase 4 Narrative Construction
Narrative Elements (Event Calculus + Scenario Seeds)
algorithmic base LLM enhancement Phase 1 entities + Phase 3 decision points
4.1
Characters
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4.2
Timeline
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4.3
Conflicts
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4.4
Decisions
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Review Entities & Commit View Synthesis

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