Step 4: Case Synthesis

Build a coherent case model from extracted entities

Back to Case
Pipeline Steps
Overview
1 Contextual Framework
2 Normative Requirements
3 Temporal Dynamics Reconcile
4 Whole-Case Synthesis
Extraction Review Full View
Provenance
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
169 entities
Pass 1: Contextual Framework
  • 12 Roles
  • 6 States
  • 12 Resources
Pass 2: Normative Requirements
  • 29 Principles
  • 25 Obligations
  • 25 Constraints
  • 29 Capabilities
Pass 3: Temporal Dynamics
  • 31 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 to a client, as a complaint is a mere allegation and not a finding of fact; however, the engineer should weigh providing limited background information in a dispassionate manner.
BER Case 75-5 distinguishing
linked
Personal misconduct unrelated to the direct practice of engineering can still constitute a violation of the NSPE Code of Ethics, as the Code's purpose is to ensure public confidence in engineers' integrity, honesty, and decorous behavior.
BER Case 03-6 distinguishing
linked
An engineer has an ethical obligation to disclose on an employment application the revocation of a contractor's license, even if the question appears to ask only about engineering licenses, because such questions seek to elicit information about the engineer's character, integrity, and credibility.
2C: Questions & Conclusions 17 23
Board text parsed LLM analytical Q&C LLM Q-C linking Case text + 2A provisions
Questions (17)
Question_1 What are Engineer A’s ethical obligations under the circumstances?
Question_101 Does the NSPE Code's duty to avoid deceptive acts apply differently when an omission concerns a personal medical condition protected by federal law ve...
Question_102 If Engineer A voluntarily discloses his autism diagnosis now, what obligations, if any, does his current employer have under the Americans with Disabi...
Question_103 Does Engineer A's 25-year record of competent, successful professional engineering practice itself constitute a material rebuttal to any implicit clai...
Question_104 Should the NSPE Board of Ethical Review consider issuing broader guidance clarifying the boundary between personal medical privacy and the code's dece...
Question_201 Does the Personal Privacy Right protecting Engineer A's autism non-disclosure conflict with the Honesty and Deceptive Acts norm when the non-disclosur...
Question_202 Does the Self-Advocacy and Authentic Professional Identity principle-encouraged by the conference speaker-conflict with the Prudential Disclosure prin...
Question_203 Does the Allegation-Adjudication Distinction principle-which in BER 97-11 permitted non-disclosure of a pending ethics complaint and in BER 03-6 requi...
Question_204 Does the Non-Discrimination and Equal Dignity principle owed to Engineer A by his employer and clients conflict with the Personal Misconduct Ethics Co...
Question_301 From a deontological perspective, does Engineer A's 25-year silence about his autism diagnosis constitute a violation of the duty to avoid deceptive a...
Question_302 From a consequentialist standpoint, would the aggregate professional and social outcomes-for Engineer A, his employer, future clients, and the broader...
Question_303 From a virtue ethics perspective, does Engineer A's deliberate, reflective engagement with the NSPE Code after attending the autism support conference...
Question_304 From a deontological perspective, does the NSPE Code's duty to treat all persons with dignity and without discrimination impose an independent obligat...
Question_401 If Engineer A had disclosed his autism diagnosis at the outset of his career 25 years ago, would the resulting employment history-potentially marked b...
Question_402 What if Engineer A's autism had at some point materially affected his professional performance or client interactions-would that change the Board's co...
Question_403 If Engineer A's situation were analogous to Engineer F in BER Case 03-6-where a license revocation was actively concealed on an employment application...
Question_404 What if Engineer A's current employer, upon learning of the autism diagnosis through voluntary disclosure, were to reassign him away from client-facin...
Conclusions (23)
Conclusion_1 Engineer A is certainly free to disclose his autism if he so chooses.
Conclusion_2 The NSPE Code of Ethics does not compel disclosure nor does a failure to disclose somehow constitutes a 'deception.'
Conclusion_101 Beyond the Board's finding that Engineer A is free to disclose his autism, the 25-year record of competent, successful professional engineering practi...
Conclusion_102 The Board's conclusion that the Code does not compel disclosure implicitly draws a principled distinction between omissions concerning personal medica...
Conclusion_103 The Board's conclusion that Engineer A is free to disclose should be supplemented by recognition that, if voluntary disclosure occurs, the NSPE Code's...
Conclusion_104 The Board's conclusions, while resolving Engineer A's immediate question, leave a significant gap in guidance for the broader engineering community: e...
Conclusion_105 From a virtue ethics perspective, Engineer A's deliberate engagement with the NSPE Code after attending the autism support conference-rather than eith...
Conclusion_201 The NSPE Code's duty to avoid deceptive acts attaches to affirmative misrepresentations and omissions that are materially relevant to professional qua...
Conclusion_202 If Engineer A voluntarily discloses his autism diagnosis to his current employer, the Americans with Disabilities Act independently prohibits the empl...
Conclusion_203 Engineer A's 25-year record of competent, successful professional engineering practice across multiple employers and four state licenses constitutes a...
Conclusion_204 The NSPE Board of Ethical Review should consider issuing broader prospective guidance clarifying that the Code's deception provision does not compel d...
Conclusion_205 The tension between Engineer A's self-advocacy interest and the prudential risk of disclosure does not present a genuine conflict between two ethical ...
Conclusion_206 The allegation-adjudication distinction established across BER Cases 97-11 and 03-6 maps coherently and favorably onto Engineer A's situation. In BER ...
Conclusion_207 From a deontological perspective, the NSPE Code's deception provision does not impose a duty to disclose Engineer A's autism because the provision's c...
Conclusion_208 From a consequentialist standpoint, a professional norm treating autism disclosure as a purely private matter beyond the reach of the NSPE Code produc...
Conclusion_209 From a virtue ethics perspective, Engineer A's deliberate, reflective engagement with the NSPE Code following the autism support conference-rather tha...
Conclusion_210 The counterfactual scenario in which Engineer A disclosed his autism at the outset of his career 25 years ago strongly suggests that early disclosure ...
Conclusion_211 If Engineer A's autism had at some point materially affected his professional performance-for example, by causing him to miss critical safety-related ...
Conclusion_212 The critical distinction between Engineer A's situation and Engineer F's in BER 03-6 is threefold and decisive. First, Engineer F made an affirmative ...
Conclusion_213 If Engineer A's current employer were to reassign him away from client-facing roles upon learning of his autism diagnosis through voluntary disclosure...
Conclusion_301 The tension between the Personal Privacy Right and the Honesty and Deceptive Acts norm was resolved by applying a materiality threshold: the NSPE Code...
Conclusion_302 The Allegation-Adjudication Distinction drawn across BER 97-11 and BER 03-6 maps coherently onto Engineer A's situation and strengthens the Board's co...
Conclusion_303 The Self-Advocacy and Authentic Professional Identity principle and the Prudential Disclosure principle do not ultimately conflict-they operate on dif...
2D: Transformation Classification
transfer 81%
LLM classification Phase 1 entities + 2C Q&C

Engineer A's potential obligation under the deception provision is extinguished by the Board's materiality and legal-protection analysis, and the active ethical duty transfers to the current employer and any future engineering employer: they now bear the obligation to treat Engineer A with dignity and without adverse action should voluntary disclosure occur. The original party (Engineer A) is relieved of the duty that was in question, and a different actor (the employer/professional community) assumes the forward-looking ethical responsibility.

Reasoning

The Board's resolution effects a clean transfer of the ethical burden away from Engineer A under the deception provision by reassigning the operative obligation to the employer and the broader professional community under the dignity and non-discrimination norm. Engineer A is relieved of any duty to disclose his autism diagnosis—the Code's deception provision is found categorically inapplicable to ADA-protected personal medical conditions—and the residual ethical obligation shifts to the employer, who now bears the duty to receive any voluntary disclosure without discriminatory consequence under Section III.1.f. This is a one-directional, non-recurring handoff consistent with the Transfer pattern: the locus of ethical responsibility moves from Engineer A's disclosure calculus to the employer's non-discrimination obligation, with no cycling back.

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 (7)
CausalLink_Initial Non-Disclosure of Auti Engineer A's initial non-disclosure of his autism diagnosis is permissible under the ADA-Protected Condition Non-Disclosure Permissibility Principle a...
CausalLink_Non-Disclosure at Current Empl Continued non-disclosure at the current employer fulfills the obligation to weigh disclosure prudentially and complies with ADA protections, while bei...
CausalLink_Attending Autism Support Confe Attending the autism support conference is guided by Engineer A's self-advocacy and authentic professional identity principle, as the conference speak...
CausalLink_Consulting NSPE Code on Disclo Consulting the NSPE Code on disclosure fulfills the obligation to avoid overextending the ethics code's deception provision and is guided by the hones...
CausalLink_Deliberating Whether to Disclo Engineer A's deliberation about whether to disclose his autism fulfills the prudential weighing obligation by carefully balancing his self-advocacy ri...
CausalLink_Non-Disclosure Decision by BER The BER 97-11 engineer's non-disclosure of a pending ethics complaint to Client B is ethically permissible because an unresolved allegation does not r...
CausalLink_False Employment Application R Engineer F's false response on the employment application directly violates the honesty obligation and the personal misconduct ethics code jurisdictio...
Question Emergence (17)
QuestionEmergence_1 This question emerged because Engineer A's attendance at the autism support conference introduced a self-advocacy norm that collided with his longstan...
QuestionEmergence_2 This question arose because BER precedents like 97-11 and 03-6 established that omission of professionally relevant information can constitute decepti...
QuestionEmergence_3 This question emerged because the conference speaker's advocacy prompted Engineer A to seriously contemplate voluntary disclosure, which immediately r...
QuestionEmergence_4 This question arose because the standard deception analysis focuses on whether an omission was misleading at the time it occurred, but Engineer A's ex...
QuestionEmergence_5 This question emerged because Engineer A's case exposed a structural gap in the NSPE Code: the deception provision was never calibrated against the AD...
QuestionEmergence_6 This question arose because the conference event forced Engineer A to consciously revisit a silence that had never been actively re-evaluated across 2...
QuestionEmergence_7 This question arose because the conference speaker's normative framing (disclosure as authentic and good) collided with Engineer A's real-world constr...
QuestionEmergence_8 This question arose because the BER precedent system produced two apparently coherent but directionally opposite disclosure rules (allegation → silenc...
QuestionEmergence_9 This question arose because applying the NSPE Code's deception provision to Engineer A's autism non-disclosure would require using the code as a compu...
QuestionEmergence_10 This question arose because the deontological framing of the NSPE Code's honesty norm is internally ambiguous: it prohibits 'deceptive acts' without s...
QuestionEmergence_11 This question emerged because the BER's conclusion that non-disclosure is ethically permissible leaves open the separate consequentialist question of ...
QuestionEmergence_12 This question arose because the BER analysis focused on the permissibility of non-disclosure but did not evaluate the moral character of the deliberat...
QuestionEmergence_13 This question emerged because the BER analysis evaluated Engineer A's obligations in isolation without examining whether the employer's potential bias...
QuestionEmergence_14 This question arose because the BER's present-tense analysis of non-disclosure permissibility implicitly validates the 25-year non-disclosure path wit...
QuestionEmergence_15 This question emerged because the BER's conclusion was premised on Engineer A's demonstrated competence, implicitly making the non-disclosure permissi...
QuestionEmergence_16 This question arose because the BER's conclusion that Engineer A's non-disclosure is permissible privacy sits in apparent tension with BER Case 03-6's...
QuestionEmergence_17 This question arose because the conference speaker's advocacy for authentic self-disclosure, which the NSPE Code's self-advocacy and dignity principle...
Resolution Patterns (23)
ResolutionPattern_1 The board concluded that non-disclosure is ethically permissible by applying the allegation-adjudication framework from prior BER cases, reasoning tha...
ResolutionPattern_2 The board concluded that the deception provision was not violated not merely by finding no formal obligation to disclose, but by positively establishi...
ResolutionPattern_3 The board concluded that the Code's deception provision does not reach ADA-protected personal medical conditions by drawing a principled contrast with...
ResolutionPattern_4 The board concluded that if voluntary disclosure occurs, the Code's dignity provision under Section III.1.f independently reinforces the ADA's prohibi...
ResolutionPattern_5 The board concluded that the allegation-adjudication framework from prior BER cases, when extended to its logical terminus, produces a coherent three-...
ResolutionPattern_6 The board concluded that no genuine conflict exists between self-advocacy and prudential disclosure because the Code neither commands nor forbids disc...
ResolutionPattern_7 The board concluded that existing guidance leaves a gap for engineers with other undisclosed health conditions and recommended issuing broader guidanc...
ResolutionPattern_8 The board concluded that Engineer A's reflective engagement with the Code-interrogating his conduct, weighing competing interests, and seeking guidanc...
ResolutionPattern_9 The board concluded that the deception provision attaches only to affirmative misrepresentations or materially relevant omissions in the professional ...
ResolutionPattern_10 The board concluded that if Engineer A voluntarily discloses his autism, his employer is prohibited by the ADA from taking adverse action and is simul...
ResolutionPattern_11 The board concluded that hypothetical employer reassignment following voluntary disclosure would constitute both an ADA violation and an NSPE Code eth...
ResolutionPattern_12 The board concluded that Engineer A's 25-year non-disclosure does not violate the duty to avoid deceptive acts because the materiality predicate for d...
ResolutionPattern_13 The board concluded that Engineer A's 25-year career record independently corroborates the non-deception finding because deception in its ethically me...
ResolutionPattern_14 The board concluded that broader prospective guidance is warranted because the present case exposes a gap in the Code that affects all engineers with ...
ResolutionPattern_15 The board concluded that Engineer A faces no ethical dilemma in the strict sense because the NSPE Code's silence on voluntary medical disclosure means...
ResolutionPattern_16 The board concluded that disclosure is permissible but not required, framing it as a personal prerogative rather than a professional obligation, there...
ResolutionPattern_17 The board concluded that the NSPE Code's deception provision (I.5) is limited in scope to professionally material omissions and affirmative misreprese...
ResolutionPattern_18 From a deontological standpoint, the board determined that the NSPE Code's deception provision does not impose a duty to disclose because its categori...
ResolutionPattern_19 From a consequentialist standpoint, the board concluded that treating autism disclosure as a purely private matter beyond the NSPE Code's reach produc...
ResolutionPattern_20 From a virtue ethics perspective, the board concluded that Engineer A's deliberate, reflective engagement with the NSPE Code after the conference exem...
ResolutionPattern_21 The board concluded that non-disclosure was not merely self-serving but professionally beneficial by reasoning counterfactually: had Engineer A disclo...
ResolutionPattern_22 The board concluded that the permissibility of non-disclosure rests on a conditional factual premise: because Engineer A's autism has never materially...
ResolutionPattern_23 The board concluded that BER 03-6 does not govern Engineer A's case by identifying three decisive distinctions: Engineer F made an affirmative false s...
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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