Step 4: Case Synthesis

Build a coherent case model from extracted entities

Conflict of Interest Public Employment
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
75 entities
Pass 1: Contextual Framework
  • 6 Roles
  • 8 States
  • 12 Resources
Pass 2: Normative Requirements
  • 3 Principles
  • 8 Obligations
  • 4 Constraints
  • 11 Capabilities
Pass 3: Temporal Dynamics
  • 23 Temporal Dynamics
Phase 2 Analytical Extraction
2A: Code Provisions 0
LLM detect algorithmic linking Case text + Phase 1 entities
No provisions extracted yet.
2B: Precedent Cases 4
LLM extraction Case text
60-5 supporting
It is axiomatic that a professional person may not take action or make decisions which would divide his loyalties or interests from those of his employer or client.
62-7 supporting
A professional person may not take action or make decisions which would divide his loyalties or interests from those of his employer or client.
62-21 supporting
A professional person may not take action or make decisions which would divide his loyalties or interests from those of his employer or client.
63-5 supporting
linked
A professional person may not take action or make decisions which would divide his loyalties or interests from those of his employer or client.
2C: Questions & Conclusions 14 17
Board text parsed LLM analytical Q&C LLM Q-C linking Case text + 2A provisions
Questions (14)
Question_1 Are Doe's activities as described above in conflict with the Code of Ethics?
Question_101 Should Doe have declined the private consulting commission altogether, given his existing public roles as county engineer and planning board member?
Question_102 Would disclosure of Doe's dual roles to the planning board have been sufficient to cure the conflict, or was recusal from both the recommendation and ...
Question_103 Does the county planning board bear any responsibility for permitting Doe to participate in both the recommendation and the vote on his own plans?
Question_104 Does Doe's simultaneous occupancy of consulting, county engineer, and planning board roles create a structural conflict of interest independent of any...
Question_201 Does the principle of Independent Review in Subdivision Approvals conflict with Undivided Loyalty in Dual Capacity when the same engineer is both the ...
Question_202 Can Conflict Disclosure in Public Service adequately resolve the tension created by Undivided Loyalty in Dual Capacity, or does the structural self-ap...
Question_203 How should Independent Review in Subdivision Approvals be balanced against Conflict Disclosure in Public Service when disclosure alone does not restor...
Question_301 From a deontological perspective, did Doe fulfill his duty of independent recommendation when he, as county engineer, recommended approval of plans he...
Question_302 From a consequentialist perspective, does the fact that the subdivision plans may have been technically sound justify Doe's participation in recommend...
Question_303 From a virtue ethics perspective, did Doe act with professional integrity by occupying three roles (consulting engineer, county engineer, and planning...
Question_401 If Doe had disclosed to the county planning board that he was the author of the subdivision plans before the recommendation and vote occurred, would t...
Question_402 If Doe had abstained from voting on the plans he prepared, while still having made the recommendation as county engineer, would the Board still have c...
Question_403 If Doe had not personally prepared the subdivision plans as a consulting engineer, but instead only reviewed and recommended plans prepared by another...
Conclusions (17)
Conclusion_1 Engineer Doe's activities, as described, are in conflict with the Code of Ethics, and are therefore unethical.
Conclusion_101 The Board's finding of a Code violation rests on a structural problem that disclosure alone cannot cure: because Doe authored the plans as a consultin...
Conclusion_102 The Board's conclusion implicitly places responsibility solely on Doe, but the county planning board's institutional processes also merit scrutiny: al...
Conclusion_103 The Board's judgment does not turn on whether the subdivision plans were technically competent or ultimately beneficial to the public; the violation l...
Conclusion_201 Regarding Q101, Doe should not have accepted the private consulting commission for a subdivision that would foreseeably come before him in his officia...
Conclusion_202 Regarding Q102, disclosure of Doe's dual roles to the planning board would not have been sufficient to cure the conflict. Disclosure addresses transpa...
Conclusion_203 Regarding Q103, the county planning board bears secondary institutional responsibility for allowing a member with an obvious authorship conflict to pa...
Conclusion_204 Regarding Q201, there is a direct conflict between the principle of Independent Review in Subdivision Approvals and Undivided Loyalty in Dual Capacity...
Conclusion_205 Regarding Q202 and Q203, Conflict Disclosure in Public Service cannot substitute for Independent Review in Subdivision Approvals once the same individ...
Conclusion_206 Regarding Q301, from a deontological standpoint Doe failed his duty of independent recommendation the moment he recommended approval of plans he had p...
Conclusion_207 Regarding Q302, from a consequentialist perspective the technical soundness of the subdivision plans does not justify Doe's participation, because the...
Conclusion_208 Regarding Q303, from a virtue ethics perspective Doe did not act with professional integrity, since a virtuous engineer would recognize the incompatib...
Conclusion_209 Regarding Q401, even if Doe had disclosed his authorship to the planning board before the recommendation and vote, the Board would likely still have f...
Conclusion_210 Regarding Q402, if Doe had abstained from voting but still made the recommendation as county engineer, the Board would likely still have concluded a v...
Conclusion_301 In this case, the principle of Independent Review in Subdivision Approvals was not merely in tension with Undivided Loyalty in Dual Capacity but was e...
Conclusion_302 Conflict Disclosure in Public Service is generally treated as a curative mechanism for conflicts of interest, but this case demonstrates its limits: d...
Conclusion_303 The case implies a hierarchy among the three principles: Undivided Loyalty in Dual Capacity is subordinate to Independent Review in Subdivision Approv...
2D: Transformation Classification
transfer 62%
LLM classification Phase 1 entities + 2C Q&C

Doe simultaneously occupied three rule-sets (private consultant, county engineer, planning board member) on the same project, creating a self-approval loop. The Board's resolution is not to balance or oscillate between these roles but to prescribe that the independent-review obligation be transferred out of Doe's hands entirely — via recusal or reassignment to a party 'without a stake in the outcome' — thereby shifting the scenario from a conflicted single-actor configuration to a new configuration with a genuinely independent reviewer.

Reasoning

The Board's resolution does not leave the conflict as an unresolved dilemma (stalemate) nor describe a recurring cyclical pattern over project phases (oscillation), nor hinge on a delayed discovery of harm (phase_lag). Instead, the Board concludes that because disclosure cannot cure a structural conflict, the reviewing/recommending obligation must be moved away from Doe entirely to an independent, unconflicted party — a clean reassignment of duty consistent with the 'Transfer' pattern ('Shifts from a scenario set to a new one').

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_Concurrent Practice Maintenance Maintaining a private practice alongside his public role carries no violation by itself, but it is the seed condition that makes the subsequent privat...
CausalLink_Private Plan Preparation Preparing plans privately is not itself a violation, yet this action directly gives rise to the conflict of interest that later contaminates his publi...
CausalLink_Approval Recommendation Recommending approval of his own privately prepared plans violates the prohibition on participating in public actions on one's own services and the br...
CausalLink_Approval Vote Voting to approve the same plans he prepared violates the same Section 8 prohibitions and duty to avoid conflicts of interest, since this vote, exerci...
Question Emergence (14)
QuestionEmergence_1 The question arose because the facts show Doe occupying overlapping public and private roles on the same subdivision matters, creating an apparent con...
QuestionEmergence_2 The question arises because the facts show Doe occupying overlapping public and private roles on the same subdivision matter, which activates competin...
QuestionEmergence_3 The question arises because Section 8(b) and general conflict of interest principles do not specify whether transparency substitutes for structural se...
QuestionEmergence_4 The question arises because the same set of facts, Doe designing plans and then participating in their public approval, can be read either as a purely...
QuestionEmergence_5 The question arose because prior BER cases (60-5, 62-7) addressed conflicts tied to specific projects, but Doe's situation shows the conflict is baked...
QuestionEmergence_6 The question emerged because Doe's overlapping public and private roles created a structural self approval conflict that the Code of Ethics addresses ...
QuestionEmergence_7 The question arose because Doe's overlapping roles as Consulting Engineer, County Engineer, and Planning Board Member created a scenario where disclos...
QuestionEmergence_8 The question arises because Doe simultaneously occupies design, recommendation, and approval roles on the same subdivision plans, so disclosing his co...
QuestionEmergence_9 The question arises because Doe occupied two roles, private preparer and public reviewer, over the same subdivision plans, creating an unavoidable str...
QuestionEmergence_10 The question arose because Doe occupied dual roles that let him both create and approve his own work, and evaluating this solely by outcome quality co...
QuestionEmergence_11 The question arose because Doe's private plan preparation and subsequent public recommendation and vote on that same plan created a self approval stru...
QuestionEmergence_12 The question emerges because the facts satisfy two different ethical tests at once, transparency through disclosure and structural independence throug...
QuestionEmergence_13 The question arises because the case combines two distinct official acts, recommending and voting, performed by the same conflicted person, and it is ...
QuestionEmergence_14 The question arises because the original case ties Doe's conflict to his dual role as both plan preparer and approving official, and altering that fac...
Resolution Patterns (17)
ResolutionPattern_1 Given that Doe occupied all three roles on the same subdivision without stepping aside from either the recommendation or the vote, the Board concluded...
ResolutionPattern_2 Because Doe's dual roles meant he would inevitably be judging his own work regardless of what he disclosed, the Board concluded that disclosure alone ...
ResolutionPattern_3 Given that the planning board's processes permitted the same person to prepare, recommend, and vote on a project without any independent check, the an...
ResolutionPattern_4 Because the Board's finding turned on how approval was obtained rather than whether the plans were good, the analysis concludes the reasoning is proce...
ResolutionPattern_5 Since accepting the subdivision commission made it foreseeable that Doe would later review and vote on his own work in his public roles, the analysis ...
ResolutionPattern_6 Given that Doe authored the plans and then acted on them in both the recommending and voting capacities, the board concluded that merely telling the p...
ResolutionPattern_7 Because the planning board allowed Doe to act at both the recommendation and voting stages without any procedural safeguard against self-review, the b...
ResolutionPattern_8 Since Doe was both the private author of the plans and the public official charged with independently reviewing them, the board found an inherent stru...
ResolutionPattern_9 Because disclosure alone left Doe in control of both the recommendation and the vote on his own plans, the board concluded that Independent Review mus...
ResolutionPattern_10 Because Doe recommended approval of plans he himself had prepared as a consultant, the board concluded that his duty of independent recommendation was...
ResolutionPattern_11 Given that Doe both authored and reviewed the same plans, the board concluded that technical soundness could not cure the underlying structural risk, ...
ResolutionPattern_12 Given that Doe held three simultaneous, conflicting roles on one project and took no steps to recuse himself, the board concluded that a professionall...
ResolutionPattern_13 Given that the hypothetical retains Doe in all three roles even after disclosure, the board reasoned that a violation would likely still be found beca...
ResolutionPattern_14 Given that Doe still made the recommendation as county engineer on plans he personally authored, the board concluded a violation would likely persist ...
ResolutionPattern_15 Given that Doe's occupancy of all three roles left no stage for independent review, the board concluded that the conflicting principle of dual-role lo...
ResolutionPattern_16 Given that Doe was simultaneously the author and the official reviewer of the same plans, the board concluded that disclosure alone could not have cur...
ResolutionPattern_17 Given that Doe's loyalty to his own consulting work was set against his public duty to review it independently, the board concluded that public integr...
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
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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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