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
Conflict of Interest - Expert Witness for Contractor
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
144 entities
Pass 1: Contextual Framework
  • 5 Roles
  • 7 States
  • 5 Resources
Pass 2: Normative Requirements
  • 21 Principles
  • 26 Obligations
  • 24 Constraints
  • 30 Capabilities
Pass 3: Temporal Dynamics
  • 26 Temporal Dynamics
Phase 2 Analytical Extraction
2A: Code Provisions 1
LLM detect algorithmic linking Case text + Phase 1 entities
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 1
LLM extraction Case text
Case 76-3 distinguishing
An engineer who serves as an advisor to a government body cannot simultaneously act as a paid advocate for a private party whose interests are adverse to that government body; if the engineer wishes to oppose the government's position on behalf of an adverse party, the engineer must first resign from the advisory role.
2C: Questions & Conclusions 17 23
Board text parsed LLM analytical Q&C LLM Q-C linking Case text + 2A provisions
Questions (17)
Question_1 Is it ethical for Engineer A to be retained as an expert witness for the contractor under these circumstances?
Question_101 At what point was Engineer A obligated to disclose the prior government retention to the contractor before accepting the adverse engagement, and does ...
Question_102 Would the ethical outcome differ if Engineer A's government engagement had concluded years earlier and the confidential findings had become publicly a...
Question_103 Is the contractor's motivation in retaining Engineer A - specifically to exploit Engineer A's privileged access to government investigative strategy a...
Question_104 Does the ethical prohibition extend to Engineer A serving in any capacity for the contractor in this matter - such as a consulting rather than testify...
Question_201 Does the Objectivity Principle invoked for expert witness independence conflict with the Loyalty Obligation to the former client U.S. Government - spe...
Question_202 Does the Confidentiality Principle protecting government-acquired specialized knowledge conflict with the Objectivity Principle for expert witness ind...
Question_203 Does the Comparative Case Precedent Distinguishing Obligation applied to Case 76-3 - where resignation was identified as a prerequisite for adverse ad...
Question_204 Does the Progressive Ethics Code Restriction applied through the 1981 Code Revision conflict with the Former Client Adversarial Participation Prohibit...
Question_301 From a deontological perspective, did Engineer A fulfill their duty of loyalty and non-betrayal to the U.S. government as a former client by accepting...
Question_302 From a consequentialist perspective, did the harm to public trust in forensic engineering expertise, the integrity of government dam failure investiga...
Question_303 From a virtue ethics perspective, did Engineer A demonstrate the professional integrity, impartiality, and trustworthiness expected of a forensic expe...
Question_304 From a deontological perspective, does the absolute nature of the switching-sides prohibition under Section III.4.b mean that Engineer A's ethical vio...
Question_401 Would it have been ethically permissible for Engineer A to accept the contractor's retainer if the contractor's claim had involved a completely differ...
Question_402 Would the ethical outcome have differed if Engineer A had proactively sought and obtained the U.S. government's informed consent before accepting the ...
Question_403 Would Engineer A's acceptance of the contractor's retainer have been ethically permissible under the pre-1981 Code standard applicable in Case 76-3, a...
Question_404 What if Engineer A had fully disclosed the prior government retainer to the contractor before accepting the engagement, and the contractor had retaine...
Conclusions (23)
Conclusion_1 It would not be ethical for Engineer A to be retained as an expert witness for the contractor under these circumstances.
Conclusion_101 Beyond the Board's finding that Engineer A's retention as an expert witness for the contractor was unethical, the ethical violation was complete at th...
Conclusion_102 The Board's conclusion also implies, though does not explicitly state, that Engineer A bore an independent and proactive obligation to disclose the pr...
Conclusion_103 The Board's conclusion further implies that the contractor's motivation in seeking to retain Engineer A - specifically, to exploit Engineer A's privil...
Conclusion_201 In response to Q101: Engineer A's obligation to disclose the prior government retention arose at the earliest moment Engineer A was approached by the ...
Conclusion_202 In response to Q102: The passage of time alone does not erode the switching-sides prohibition, and the public availability of formerly confidential fi...
Conclusion_203 In response to Q103: The contractor's motivation in retaining Engineer A - specifically to exploit Engineer A's privileged access to government invest...
Conclusion_204 In response to Q104: The ethical prohibition is not narrowly confined to the expert witness role and extends to any capacity in which Engineer A might...
Conclusion_205 In response to Q201: Engineer A cannot credibly claim to offer objective expert testimony for the contractor when that objectivity is structurally und...
Conclusion_206 In response to Q202: The Confidentiality Principle and the Objectivity Principle are not merely in tension for Engineer A - they create an irresolvabl...
Conclusion_207 In response to Q203: The sequential nature of Engineer A's engagements does not make the ethical violation less severe than the simultaneous dual-role...
Conclusion_208 In response to Q204: The 1981 Code revision does not create genuine ambiguity about the governing standard - it clarifies and codifies a prohibition t...
Conclusion_209 In response to Q301: From a deontological perspective, Engineer A's duty of loyalty and non-betrayal to the U.S. government as a former client was vio...
Conclusion_210 In response to Q302: From a consequentialist perspective, the harms generated by Engineer A's acceptance of the contractor's retainer substantially an...
Conclusion_211 In response to Q303: From a virtue ethics perspective, Engineer A failed to demonstrate the professional integrity, impartiality, and trustworthiness ...
Conclusion_212 In response to Q304: From a deontological perspective, the ethical violation was complete at the moment Engineer A accepted the contractor's retainer,...
Conclusion_213 In response to Q401: It would have been ethically permissible for Engineer A to accept the contractor's retainer if the contractor's claim had involve...
Conclusion_214 In response to Q402: The ethical outcome would have differed materially if Engineer A had proactively sought and obtained the U.S. government's inform...
Conclusion_215 In response to Q403: Under the pre-1981 Code standard applicable in Case 76-3, Engineer A's acceptance of the contractor's retainer would likely still...
Conclusion_216 In response to Q404: Full disclosure of the prior government retainer to the contractor before acceptance would not cure the ethical conflict, and the...
Conclusion_301 The tension between the Objectivity Principle for expert witness independence and the Loyalty Obligation to the former client U.S. Government was reso...
Conclusion_302 The Confidentiality Principle protecting government-acquired specialized knowledge and the Objectivity Principle for expert witness independence do no...
Conclusion_303 The Switching Sides Prohibition operates in this case as a lexically prior principle that forecloses engagement with the other principles rather than ...
2D: Transformation Classification
transfer 81%
LLM classification Phase 1 entities + 2C Q&C

Engineer A initially held dual potential obligations — a residual loyalty duty to the U.S. Government as former client and a prospective service obligation to the contractor as new client. The Board's resolution transferred the burden of protecting the former client relationship entirely away from Engineer A's discretionary judgment and onto the categorical prohibition framework of Section III.4.b, with the Board itself as the authoritative transferee of interpretive and enforcement responsibility. Engineer A is left with a single, unambiguous obligation: declination. The government's interest in confidentiality and loyalty is no longer dependent on Engineer A's individual ethical choices but is now structurally secured by the professional rule that operates as an absolute bar independent of Engineer A's conduct or intentions.

Reasoning

The Board's resolution effected a clean directional shift of ethical authority: Engineer A's contested claim to serve the contractor was categorically extinguished, and the residual obligation to protect the integrity of the dam failure proceeding was transferred to the regulatory and professional framework itself — specifically, the Section III.4.b prohibition and the Board as its enforcing body. Rather than leaving Engineer A and the U.S. Government in an unresolved competitive tension over competing duties (stalemate), or cycling responsibility back and forth between parties (oscillation), or revealing a temporally delayed consequence (phase lag), the Board's resolution definitively relocated the locus of ethical authority: Engineer A is relieved of any permissible role in the contractor engagement, and the obligation to ensure proceeding integrity now falls to the professional code and its institutional enforcers. The transformation is a transfer because the Board's categorical ruling hands off the protective function — guarding the government's confidential investigative relationship — from Engineer A's individual professional judgment to the absolute structural bar of the switching-sides prohibition.

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 (4)
CausalLink_Accepts Government Dam Retenti Accepting the government retention initiates the foundational professional relationship that creates all subsequent loyalty, confidentiality, and conf...
CausalLink_Completes and Terminates Gover Terminating the government retainer does not extinguish Engineer A's confidentiality and loyalty obligations to the former client; rather, it triggers...
CausalLink_Accepts Contractor Adverse Ret Accepting the contractor's adverse retention in the same dam failure matter constitutes the central ethical violation, breaching the switching-sides p...
CausalLink_Forgoes Consent-Seeking from F By forgoing consent-seeking from the U.S. government as former client, Engineer A directly violates the Section III.4.b prerequisite that specialized ...
Question Emergence (17)
QuestionEmergence_1 This question emerged because Engineer A's sequential retention by opposing parties in the same matter created a collision between the professional no...
QuestionEmergence_2 This question emerged because the data shows Engineer A took no affirmative steps to disclose the prior government relationship before accepting the c...
QuestionEmergence_3 This question emerged because the data of temporal distance and public disclosure challenges the foundational assumption of the switching-sides prohib...
QuestionEmergence_4 This question emerged because the data reveals an asymmetry between the contractor's strategic motivation and Engineer A's apparent subjective belief ...
QuestionEmergence_5 This question emerged because the data of Engineer A's dual retention in the same matter does not specify the precise role Engineer A would occupy for...
QuestionEmergence_6 This question emerged because the sequential retention structure placed Engineer A in a position where fulfilling the contractor's legitimate expectat...
QuestionEmergence_7 This question arose because the two foundational professional duties Engineer A owed - confidentiality to the former client and objectivity to the cur...
QuestionEmergence_8 This question emerged because Case 76-3 established resignation as the ethical remedy for a simultaneous dual-role conflict, but Engineer A's situatio...
QuestionEmergence_9 This question arose because the 1981 Code Revision created a moving ethical baseline: conduct that may have been ambiguously permissible under the pri...
QuestionEmergence_10 This question emerged because the deontological framing isolates the act of acceptance - Accepts Contractor Adverse Retention - as the ethically decis...
QuestionEmergence_11 This question emerged because the same data - Engineer A's unique forensic access followed by cross-side retention - simultaneously activates a conseq...
QuestionEmergence_12 This question arose because virtue ethics requires assessing Engineer A's character across the full arc of conduct - initial government service, termi...
QuestionEmergence_13 This question emerged because deontological analysis requires determining the precise moment and act that constitutes the rule violation, and the data...
QuestionEmergence_14 This question arose because the ethical analysis of Engineer A's actual conduct depends on whether the 'same matter' element is doing the primary norm...
QuestionEmergence_15 This question emerged because Engineer A's actual conduct included forgoing consent-seeking entirely, leaving open the normative question of whether t...
QuestionEmergence_16 This question arose because the 1981 Code Revision Enacted event inserted a temporal fault line into the ethical analysis: the same factual pattern of...
QuestionEmergence_17 This question arose because the Opposing Party Retention of Engineer A Motivated by Prior Government Access state introduced a novel variable not addr...
Resolution Patterns (23)
ResolutionPattern_1 The board concluded that the conflict between the Confidentiality Principle and the Objectivity Principle is not a manageable tension but a structural...
ResolutionPattern_2 The board concluded that the contractor's motivation to exploit Engineer A's prior confidential access is itself an independent ethical bar to accepta...
ResolutionPattern_3 The board concluded that Section III.4.b's prohibition on participating in or representing an adverse party in the same matter extends to any capacity...
ResolutionPattern_4 The board concluded that Engineer A cannot credibly claim to offer objective expert testimony for the contractor because objectivity requires analysis...
ResolutionPattern_5 The board reached the ultimate conclusion that it is not ethical for Engineer A to be retained as an expert witness for the contractor because the swi...
ResolutionPattern_6 The board concluded that Engineer A's retention was unethical because the switching-sides prohibition under Section III.4.b operates as an absolute de...
ResolutionPattern_7 The board concluded that Engineer A bore an independent proactive obligation to disclose the prior government engagement before accepting the contract...
ResolutionPattern_8 The board concluded that the contractor's motivation to exploit Engineer A's privileged government access was itself an ethically relevant factor Engi...
ResolutionPattern_9 The board concluded that Engineer A's disclosure obligation arose the moment the contractor first approached Engineer A - before any retainer was sign...
ResolutionPattern_10 The board concluded that neither the passage of time nor the public availability of formerly confidential findings through litigation discovery or pub...
ResolutionPattern_11 The board concluded that the sequential nature of Engineer A's engagements did not reduce the severity of the ethical violation relative to Case 76-3;...
ResolutionPattern_12 The board concluded that the 1981 Code revision created no genuine ambiguity about the governing standard because it merely made explicit what the pro...
ResolutionPattern_13 The board concluded from a deontological perspective that Engineer A's ethical violation was complete and morally significant at the precise moment of...
ResolutionPattern_14 The board concluded from a consequentialist perspective that the harms generated by Engineer A's acceptance of the contractor's retainer - including e...
ResolutionPattern_15 The board concluded from a virtue ethics perspective that Engineer A failed to demonstrate the professional integrity, impartiality, and trustworthine...
ResolutionPattern_16 The board concluded that Engineer A's ethical violation was complete and irreversible at the instant of accepting the contractor's retainer, because S...
ResolutionPattern_17 The board concluded that acceptance would have been ethically permissible for an unrelated dam project because Section III.4.b's switching-sides prohi...
ResolutionPattern_18 The board concluded that proactive informed consent from the U.S. government would cure the formal violation of Section III.4.b - provided the consent...
ResolutionPattern_19 The board concluded that Engineer A's conduct would likely still have been ethically problematic under the pre-1981 standard but would have required m...
ResolutionPattern_20 The board concluded that full disclosure to the contractor neither cured the ethical conflict nor satisfied Section III.4.b - because the consent requ...
ResolutionPattern_21 The Board concluded that Engineer A's acceptance of the contractor's retainer was ethically impermissible because the prior government engagement stru...
ResolutionPattern_22 The Board concluded that the confidentiality and objectivity obligations are structurally irreconcilable in this fact pattern because Engineer A faces...
ResolutionPattern_23 The Board concluded that the 1981 Code revision deliberately transformed the switching-sides prohibition into a near-absolute rule precisely because t...
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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