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
Objectivity of Engineer Retained as Expert
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
188 entities
Pass 1: Contextual Framework
  • 6 Roles
  • 18 States
  • 18 Resources
Pass 2: Normative Requirements
  • 30 Principles
  • 21 Obligations
  • 32 Constraints
  • 32 Capabilities
Pass 3: Temporal Dynamics
  • 31 Temporal Dynamics
Phase 2 Analytical Extraction
2A: Code Provisions 4
LLM detect algorithmic linking Case text + Phase 1 entities
II.1.c. Engineers shall not reveal facts, data, or information without the prior consent of the client or employer except as authorized or required by law or ...
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.b. Engineers shall not accept compensation, financial or otherwise, from more than one party for services on the same project, or for services pertaining...
III.4.b. Engineers shall not, without the consent of all interested parties, participate in or represent an adversary interest in connection with a specific pr...
2B: Precedent Cases 4
LLM extraction Case text
BER Case 76-3 analogizing
An engineer acting as an expert witness while simultaneously serving as a paid consultant to an opposing party creates an unavoidable conflict of interest; under certain circumstances an engineer should resign a position before agreeing to perform services for a client with a conflicting interest.
BER Case 74-2 distinguishing
linked
A part-time consultant arrangement to municipalities by engineers in private practice does not preclude those engineers from providing normal engineering services to the same municipalities, provided the engineer's loyalties are not divided.
BER Case 82-2 supporting
linked
An engineer who releases the contents of a client's report to a third party without the client's consent acts contrary to the Code of Ethics, establishing a duty to protect confidential client information.
BER Case 82-6 supporting
linked
It is unethical for an engineer retained by one party to agree to be retained by an opposing party in the same matter without the consent of the former client, as this creates a conflict of interest and breaches duties of loyalty and confidentiality.
2C: Questions & Conclusions 17 20
Board text parsed LLM analytical Q&C LLM Q-C linking Case text + 2A provisions
Questions (17)
Question_1 Was it ethical for Engineer A to agree to provide a separate engineering and safety analysis report?
Question_101 Did Engineer A have an obligation to proactively disclose to Attorney Z, before termination, that his findings pointed to plaintiff fault, and to disc...
Question_102 Does the fact that Attorney X specifically sought out Engineer A because of his prior plaintiff-side engagement - and the circumstances of his termina...
Question_103 Is the confidential information Engineer A obtained during the plaintiff-side engagement truly segregable from any independent analysis he might condu...
Question_104 Would Engineer A's acceptance of the defense engagement have been ethical if the personal injury case had fully concluded and no active litigation rem...
Question_201 Does the Forensic Expert Non-Advocate Objectivity principle - which Engineer A correctly applied by refusing to produce a favorable but inaccurate pla...
Question_202 Does the Confidentiality Duration Indeterminacy principle - which holds that Engineer A's duty to protect plaintiff confidential information persists ...
Question_203 Does the Disclosure Insufficiency for Structural Conflict principle - which holds that Engineer A's pledge to produce an independent report cannot cur...
Question_204 Does the Resignation Non-Cure of Structural Adversarial Conflict principle - which holds that Engineer A's termination does not eliminate the ethical ...
Question_301 From a deontological perspective, did Engineer A violate a categorical duty of loyalty to the plaintiff by accepting retention from the defense in the...
Question_302 From a consequentialist perspective, did the harm to the integrity of the adversarial legal proceeding and to the plaintiff's position outweigh any be...
Question_303 From a virtue ethics perspective, did Engineer A demonstrate the professional integrity and honesty expected of a forensic engineer when he accepted t...
Question_304 From a deontological perspective, did Engineer A breach a duty of confidentiality to the plaintiff that persists indefinitely beyond termination of th...
Question_401 Would Engineer A's acceptance of the defense retention have been ethically permissible if the case had been fully resolved and closed before Attorney ...
Question_402 Would the ethical outcome have differed if Engineer A had proactively disclosed his prior plaintiff-side engagement to Attorney X before agreeing to t...
Question_403 What if Engineer A had raised the ethical conflict with Attorney Z before his services were terminated - specifically disclosing that his findings wer...
Question_404 Would Engineer A's conduct have been ethical if Attorney X had sought to retain him for a completely unrelated personal injury case involving differen...
Conclusions (20)
Conclusion_1 It was unethical for Engineer A to agree to provide a separate engineering and safety analysis report.
Conclusion_101 Beyond the Board's finding that Engineer A's agreement to provide a separate defense-side report was unethical, the structural nature of the conflict ...
Conclusion_102 The Board's conclusion is further deepened by examining the motivational structure of Attorney X's retention of Engineer A. Attorney X did not seek En...
Conclusion_103 A nuance the Board did not explicitly address is the question of whether Engineer A had a pre-termination obligation to proactively disclose to Attorn...
Conclusion_201 Regarding Q101: Engineer A had an affirmative obligation to proactively disclose to Attorney Z, before termination, that his findings pointed to plain...
Conclusion_202 Regarding Q102: Attorney X's deliberate targeting of Engineer A precisely because of his prior plaintiff-side engagement and the circumstances of his ...
Conclusion_203 Regarding Q103: The confidential information Engineer A obtained during the plaintiff-side engagement is not truly segregable from any independent ana...
Conclusion_204 Regarding Q104: The switching-sides prohibition does not extend indefinitely to all future matters in which Engineer A previously held a confidential ...
Conclusion_205 Regarding Q201: The Forensic Expert Non-Advocate Objectivity principle and the Switching Sides Prohibition do not genuinely conflict - they operate on...
Conclusion_206 Regarding Q202 and Q204: The apparent conflict between the Confidentiality Duration Indeterminacy principle and the Absolute Loyalty Prohibition Bound...
Conclusion_207 Regarding Q301 and Q304: From a deontological perspective, Engineer A violated two analytically distinct categorical duties. First, he violated a duty...
Conclusion_208 Regarding Q302: From a consequentialist perspective, the harms generated by Engineer A's acceptance of the defense retention substantially outweigh an...
Conclusion_209 Regarding Q303: From a virtue ethics perspective, Engineer A failed to demonstrate the professional integrity and honesty expected of a forensic engin...
Conclusion_210 Regarding Q401: Engineer A's acceptance of the defense retention would have been significantly more defensible - though not automatically permissible ...
Conclusion_211 Regarding Q402: Engineer A's proactive disclosure of his prior plaintiff-side engagement to Attorney X before agreeing to the defense retention would ...
Conclusion_212 Regarding Q403: If Engineer A had raised the ethical conflict with Attorney Z before his services were terminated - specifically disclosing that his f...
Conclusion_213 Regarding Q404: If Attorney X had sought to retain Engineer A for a completely unrelated personal injury case involving different parties and facts, r...
Conclusion_301 The most significant principle tension in this case - between the Forensic Expert Non-Advocate Objectivity principle and the Switching Sides Prohibiti...
Conclusion_302 The Confidentiality Duration Indeterminacy principle and the Absolute Loyalty Prohibition Boundary principle exist in apparent tension but are reconci...
Conclusion_303 This case establishes a hierarchy among competing forensic engineering principles in which structural conflict prohibitions rank above both disclosure...
2D: Transformation Classification
stalemate 85%
LLM classification Phase 1 entities + 2C Q&C

Engineer A is trapped between two irreconcilable obligation sets: (1) his forensic objectivity duty, which he correctly honored by refusing to produce a false plaintiff report and which makes him technically qualified for the defense engagement, and (2) his perpetual confidentiality and same-matter structural conflict prohibitions, which categorically bar that engagement regardless of his objectivity. The Board does not dissolve this tension — it explicitly states that objectivity cannot cure the structural conflict, that disclosure cannot cure it, that termination cannot cure it, and that only plaintiff consent could theoretically lift the bar. Because that consent is absent and unattainable by Engineer A alone, the ethical situation does not transfer to a new party, does not cycle, and does not emerge from a temporal lag — it simply persists as an unresolvable configuration in which Engineer A is ethically barred from acting in either direction without violating at least one operative obligation.

Reasoning

The Board's resolution does not achieve a clean handoff of responsibility to any single party, nor does it cycle obligations between parties or reveal a temporally delayed consequence. Instead, the Board explicitly acknowledges multiple competing valid obligations — the Forensic Expert Non-Advocate Objectivity principle, the Switching Sides Prohibition, the Confidentiality Duration Indeterminacy principle, and the Absolute Loyalty Prohibition Boundary — and resolves them not by dissolving the tension but by establishing a hierarchy that leaves several obligations simultaneously operative and unresolved in their mutual friction. The structural conflict is declared non-curable by any unilateral action of Engineer A, meaning the stakeholders remain trapped in an irresolvable configuration of rules unless the plaintiff provides consent — a condition outside Engineer A's control and absent from the record.

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_Accept Plaintiff Forensic Rete Accepting the plaintiff-side forensic retention is the ethically permissible initiating act that correctly applies objectivity and non-advocate princi...
CausalLink_Decline Favorable Plaintiff Re Declining to issue a favorable plaintiff report when analysis points to plaintiff fault correctly fulfills the forensic expert's objectivity and hones...
CausalLink_Accept Defendant Attorney Rete Accepting the defendant attorney's retention in the same personal injury proceeding is the central unethical act that simultaneously violates the abso...
CausalLink_Omit Disclosure to Former Clie Omitting disclosure to the former plaintiff client (Attorney Z) violates the pre-termination ethical dilemma discussion obligation and the former-clie...
CausalLink_Fail to Recognize Irresolvable Failing to recognize the irresolvable structural conflict represents Engineer A's foundational ethical deficit - the inability to synthesize multiple ...
Question Emergence (17)
QuestionEmergence_1 This question arose because the act of agreeing to a separate report sits at the intersection of two legitimate but competing professional duties: the...
QuestionEmergence_2 This question emerged because Engineer A's silence before termination left Attorney Z without the information needed to assess whether the engagement ...
QuestionEmergence_3 This question arose because Attorney X's retention was not motivated by Engineer A's general expertise but by the specific informational advantage his...
QuestionEmergence_4 This question arose because the independent report pledge - Engineer A's proposed solution to the conflict - rests entirely on the assumption that pri...
QuestionEmergence_5 This question arose because the ethical analysis of Engineer A's situation conflates two distinct prohibitions - one tied to the active adversarial pr...
QuestionEmergence_6 This question emerged because the same factual act (refusing to produce a biased report) generates two incompatible normative conclusions: one affirmi...
QuestionEmergence_7 This question arose because termination of the engagement dissolves absolute loyalty but does not dissolve confidentiality, leaving an intermediate no...
QuestionEmergence_8 This question emerged because Engineer A's demonstrated objectivity creates a plausible but ultimately insufficient defense against the structural con...
QuestionEmergence_9 This question emerged because the consent-prerequisite mechanism embedded in the Former Client Adversarial Participation Prohibition inadvertently und...
QuestionEmergence_10 This question emerged because the deontological framing of loyalty duties and the professional ethics framing of forensic objectivity point in opposit...
QuestionEmergence_11 This question emerged because the data-Engineer A holding plaintiff confidential information while producing a defense report-activates two incommensu...
QuestionEmergence_12 This question arose because the data reveals a gap between Engineer A's demonstrated initial integrity and his failure to interrogate the suspicious c...
QuestionEmergence_13 This question emerged because the deontological framework must resolve whether the confidentiality duty-clearly established during the engagement-surv...
QuestionEmergence_14 This counterfactual question emerged because the Proceeding-Duration Loyalty Persistence Principle and the Former Client Adversarial Participation Pro...
QuestionEmergence_15 This question emerged because the omission of disclosure is identified as a distinct ethical failure in the original scenario, creating the inference ...
QuestionEmergence_16 This question arose because the case record reveals a procedural gap - Engineer A never discussed the ethical conflict with Attorney Z before terminat...
QuestionEmergence_17 This question arose because the core ethical violation in the original scenario is defined by same-matter identity - the switching-sides prohibition a...
Resolution Patterns (20)
ResolutionPattern_1 The board concluded that Engineer A's error was conflating the termination of his loyalty obligation with the termination of his confidentiality oblig...
ResolutionPattern_2 The board concluded that the conflict was substantive and structural rather than procedural and remediable because Engineer A's analytical starting po...
ResolutionPattern_3 The board concluded that Engineer A bore a compounding ethical failure beyond the switching-sides prohibition: because Attorney X sought him out preci...
ResolutionPattern_4 The board concluded that Engineer A's failure to proactively disclose the adverse nature of his findings to Attorney Z before termination constituted ...
ResolutionPattern_5 The board concluded it was unethical for Engineer A to agree to provide a separate engineering and safety analysis report because his prior confidenti...
ResolutionPattern_6 The board concluded that Engineer A violated a pre-termination disclosure obligation because the NSPE Code's honesty provisions, read in conjunction w...
ResolutionPattern_7 The board concluded that Attorney X's targeted recruitment of Engineer A constituted an ethically problematic exploitation of a structural conflict, a...
ResolutionPattern_8 The board concluded that the confidential information Engineer A obtained during the plaintiff-side engagement is not truly segregable from any indepe...
ResolutionPattern_9 The board concluded that the switching-sides prohibition does not extend indefinitely but is bounded by the duration of the same proceeding, while the...
ResolutionPattern_10 The board concluded that the Forensic Expert Non-Advocate Objectivity principle and the Switching Sides Prohibition do not genuinely conflict because ...
ResolutionPattern_11 The board concluded that the apparent conflict between Q202 and Q204 dissolves once the obligations are understood as operating on distinct planes: En...
ResolutionPattern_12 The board concluded that Engineer A violated two separate categorical duties - structural loyalty and perpetual confidentiality - each independently s...
ResolutionPattern_13 The board concluded that the consequentialist calculus strongly supports finding Engineer A's conduct unethical because the structural, direct, system...
ResolutionPattern_14 The board concluded that Engineer A failed the virtue ethics standard because, while his initial refusal to produce a false plaintiff report exemplifi...
ResolutionPattern_15 The board concluded that a fully concluded case would have made Engineer A's defense retention significantly more defensible by eliminating the procee...
ResolutionPattern_16 The board concluded that while proactive disclosure to Attorney X would have fulfilled a procedural screening duty and constituted a necessary conditi...
ResolutionPattern_17 The board concluded that pre-termination disclosure to Attorney Z would have satisfied the full-discussion obligation and placed Engineer A in a clean...
ResolutionPattern_18 The board concluded that retention in a completely unrelated personal injury case would be ethically permissible because the switching-sides prohibiti...
ResolutionPattern_19 The board concluded that the Forensic Expert Non-Advocate Objectivity principle and the Switching Sides Prohibition do not cancel each other out but o...
ResolutionPattern_20 The board concluded that this case establishes a clear principle prioritization in which structural conflict prohibitions are non-waivable by the engi...
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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