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
Providing Incomplete, Self-Serving Advice
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
127 entities
Pass 1: Contextual Framework
  • 10 Roles
  • 14 States
  • 3 Resources
Pass 2: Normative Requirements
  • 19 Principles
  • 15 Obligations
  • 19 Constraints
  • 20 Capabilities
Pass 3: Temporal Dynamics
  • 27 Temporal Dynamics
Phase 2 Analytical Extraction
2A: Code Provisions 3
LLM detect algorithmic linking Case text + Phase 1 entities
II.3. Engineers shall issue public statements only in an objective and truthful manner.
II.3.a. Engineers shall be objective and truthful in professional reports, statements, or testimony. They shall include all relevant and pertinent information...
II.5.b. Engineers shall not offer, give, solicit, or receive, either directly or indirectly, any contribution to influence the award of a contract by public a...
2B: Precedent Cases 2
LLM extraction Case text
BER Case 95-5 supporting
linked
Engineers have an obligation to include all relevant and pertinent information in reports and analyses; intentional omission or selective use of information constitutes unethical conduct.
BER Case 99-8 analogizing
linked
Engineers who submit incomplete work product and fail to inform relevant parties of that incompleteness at the time of submission violate their ethical obligation to provide complete and honest professional services.
2C: Questions & Conclusions 19 27
Board text parsed LLM analytical Q&C LLM Q-C linking Case text + 2A provisions
Questions (19)
Question_1 Was it ethical for Engineer A to provide a recommendation on project delivery methods that only included two of the possible methods, without providin...
Question_2 Was it ethical for Engineer A to recommend the method for which they could provide services?
Question_3 Was it ethical for Engineer A to include project summaries and references to encourage selection of their firm for the recommended method for project ...
Question_101 Did Engineer A have an obligation to proactively disclose to City Administrator that Engineer A's firm stood to benefit financially from the recommend...
Question_102 Because City Administrator is not a licensed professional engineer and was therefore unable to independently evaluate the completeness or objectivity ...
Question_103 Given that the funding source requires the Construction Manager at Risk firm and the Engineer of Record to be two distinct entities, was Engineer A ob...
Question_104 Does the provision of a detailed advisory memo without compensation, in a context where Engineer A had no existing contractual relationship with City ...
Question_201 Does the principle of Engineer A Professional Competence Advisory — which might counsel Engineer A to limit the scope of analysis to methods within th...
Question_202 How does the principle of Engineer A Advisory Role Integrity conflict with Engineer A Conflict of Interest Non-Disclosure when Engineer A occupies a d...
Question_203 Does the principle of Engineer A Truthfulness Obligation — requiring that all statements be truthful — conflict with Engineer A Honesty Incomplete Mem...
Question_204 Does the principle of Engineer A Objectivity Advisory — requiring neutral, evidence-based analysis — come into irreconcilable tension with Engineer A ...
Question_301 From a deontological perspective, did Engineer A fulfill their categorical duty of honesty and completeness when preparing the advisory memo, given th...
Question_302 From a consequentialist standpoint, did the harm caused by Engineer A's selective disclosure — potentially locking City B into a suboptimal or self-se...
Question_303 From a virtue ethics perspective, did Engineer A demonstrate the professional integrity and practical wisdom expected of a licensed engineer when they...
Question_304 From a deontological perspective, does the inclusion of self-promotional credentials and project references in an unsolicited advisory memo — provided...
Question_401 Would Engineer A's recommendation of Progressive-Design-Build have been ethically sound if they had disclosed their conflict of interest upfront, eval...
Question_402 What if Engineer A had referred City Administrator to a neutral third-party resource or an independent engineer for the delivery method analysis rathe...
Question_403 If Engineer A had included Construction-Manager-at-Risk in the analysis but disclosed that the funding agency's requirement for separate CM-at-Risk an...
Question_404 Would the ethical character of Engineer A's self-promotional credential inclusion have changed if City B had an existing contractual relationship with...
Conclusions (27)
Conclusion_1 It was unethical for Engineer A to leave out relevant and pertinent information from the analysis/ recommendation.
Conclusion_2 It was ethical for Engineer A to recommend progressive design build is the best choice, as long as reasons are objective, described, valid, and compar...
Conclusion_3 It was not unethical to include marketing materials that display Engineer A’s firm’s qualifications.
Conclusion_101 Beyond the Board's finding that omitting relevant information was unethical, Engineer A's selective disclosure was compounded by the specific vulnerab...
Conclusion_102 The Board's conclusion that omitting relevant information was unethical applies with particular force to the exclusion of Construction-Manager-at-Risk...
Conclusion_103 The Board's finding of an ethical violation for omitting relevant information implicitly raises, but does not resolve, the question of whether Enginee...
Conclusion_104 The Board's conclusion that recommending Progressive-Design-Build was ethical provided the reasoning was objective, valid, and comparative is correct ...
Conclusion_105 The Board's conditional approval of recommending a method within Engineer A's own service capabilities does not resolve the deeper tension between the...
Conclusion_106 The Board's finding that including marketing materials and project references was not unethical in isolation requires important qualification when con...
Conclusion_201 In response to Q101: Engineer A had an affirmative obligation to proactively disclose to City Administrator that Engineer A's firm stood to benefit fi...
Conclusion_202 In response to Q102: Engineer A bears a heightened duty of candor and completeness precisely because City Administrator is not a licensed professional...
Conclusion_203 In response to Q103: Engineer A bore a separate and distinct obligation to disclose the funding agency's requirement that the Construction-Manager-at-...
Conclusion_204 In response to Q104: The provision of a detailed, unsolicited advisory memo without compensation, in a context where Engineer A had no existing contra...
Conclusion_205 In response to Q201: The principle that an engineer should limit advisory scope to areas within their own expertise does not override the obligation t...
Conclusion_206 In response to Q202 and Q303: The dual role of disinterested technical advisor and prospective service provider is not inherently irreconcilable, but ...
Conclusion_207 In response to Q203: A professional report can be materially false and ethically deficient even when every individual statement it contains is technic...
Conclusion_208 In response to Q301 and Q302: From a deontological perspective, Engineer A's omission of two of four approved delivery methods constitutes a structura...
Conclusion_209 In response to Q304: The inclusion of self-promotional project summaries and references in an advisory memo provided without a contractual relationshi...
Conclusion_210 In response to Q401: Engineer A's recommendation of Progressive-Design-Build would have been ethically sound if Engineer A had disclosed the conflict ...
Conclusion_211 In response to Q402: Engineer A's failure to consider referring City Administrator to a neutral third-party resource or an independent engineer for th...
Conclusion_212 In response to Q403: Including Construction-Manager-at-Risk in the analysis with a clear disclosure that the funding agency's separation requirement w...
Conclusion_213 In response to Q404: The absence of an existing contractual relationship between Engineer A and City B at the time the memo was prepared makes the sel...
Conclusion_301 The tension between Engineer A Professional Competence Advisory and Engineer A Complete Options Analysis Duty was not resolved in Engineer A's favor. ...
Conclusion_302 The case reveals an irreconcilable structural tension between Engineer A Advisory Role Integrity and Engineer A Conflict of Interest Non-Disclosure th...
Conclusion_303 The interaction between Engineer A Truthfulness Obligation and Engineer A Honesty Incomplete Memo reveals a critical principle: technical accuracy in ...
Conclusion_304 The tension between Engineer A Objectivity Advisory and Engineer A Gratuitous Services Extension was left unresolved by the Board, which addressed the...
Conclusion_305 The case demonstrates that Engineer A Funding Constraint Disclosure and Engineer A Complete Options Analysis Duty are not merely parallel obligations ...
2D: Transformation Classification
transfer 78%
LLM classification Phase 1 entities + 2C Q&C

The Board transfers and consolidates ethical responsibility onto Engineer A as the voluntary advisor, rejecting the proposed shifting of the completeness burden onto the non-engineer client or onto a 'competence-limitation' rationale. Rather than the duty moving away from Engineer A, the Board affirms that the moment Engineer A accepted the advisory role, the full obligation of disclosure, completeness, and conflict-of-interest candor transferred to and settled upon Engineer A—heightened (not diminished) by the absence of a contract and the client's non-engineer status.

Reasoning

The Board's resolution does not leave competing duties in unresolved tension (stalemate), nor does it describe cyclical responsibility (oscillation) or a delayed-consequence structure (phase_lag). Instead, the Board consistently locates the ethical obligation squarely and permanently with Engineer A, establishing that the duty of complete, candid, and disinterested advisory cannot be discharged by silent scope-narrowing and must be affirmatively borne by the advising engineer—a clean reassignment/clarification of where responsibility 'falls to.'

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_Informal Guidance Request Although the city administrator's request carries no direct normative violation, it initiates the advisory engagement that sets every downstream actio...
CausalLink_Advisory Memo Preparation By rendering free professional services, Engineer A violates the prohibition on using complimentary work to secure future contracts, and this violatio...
CausalLink_Selective Scope Omission Omitting relevant delivery options from the memo narrows the city's decision space in a way that serves the engineer's interests rather than the clien...
CausalLink_Biased Method Recommendation Steering the city toward a particular method that benefits Engineer A creates a conflict of interest and undermines faithful agency to the client, and...
CausalLink_Self-Promotional Credential In Embedding credentials in a memo framed as neutral advice misrepresents the document's purpose and violates prohibitions on using gifts or free service...
Question Emergence (19)
QuestionEmergence_1 The question emerged because Engineer A occupied an advisory role for a non-engineer client who was entirely dependent on that advice, yet no formal e...
QuestionEmergence_2 The question arose because Engineer A occupied an advisory role toward a non-engineer client who was entirely dependent on Engineer A's analysis to ma...
QuestionEmergence_3 The question arose because Engineer A occupied an advisory role for a non-engineer client who depended entirely on Engineer A's analysis, and Engineer...
QuestionEmergence_4 The question arose because Engineer A occupied an advisory role for a non-engineer client who was dependent on objective guidance, and Engineer A used...
QuestionEmergence_5 This question arose because Engineer A's selective omission of two delivery methods was directed at a recipient who had no professional basis to recog...
QuestionEmergence_6 This question arose because the regulatory constraint was not merely missing information but a fact that changed the practical meaning of the option p...
QuestionEmergence_7 The question emerged because Engineer A occupied two simultaneous roles, that of a responsive advisor answering a legitimate request and that of a pro...
QuestionEmergence_8 This question emerged because Engineer A's selective memo created a factual record in which omitting two approved options could be defended as profess...
QuestionEmergence_9 This question emerged because the same set of facts, Engineer A preparing a memo at a non-engineer administrator's request, simultaneously satisfies t...
QuestionEmergence_10 The question emerged because Engineer A Selective Option Disclosure created a factual record in which literal accuracy and material honesty point in o...
QuestionEmergence_11 This question arose because Engineer A's decision to provide free services to City Administrator was not a neutral act of professional generosity but ...
QuestionEmergence_12 This question arose because the same memo that could be defended as a competent engineer recommending what they know best is also a document that a no...
QuestionEmergence_13 The question emerged because Engineer A occupied an advisory role toward a non-engineer client who lacked the capacity to detect the omission, making ...
QuestionEmergence_14 This question emerged because the data shows a licensed engineer in an advisory role to a non-engineer client making a recommendation that happened to...
QuestionEmergence_15 This question arose because the BER's finding that credential inclusion was not unethical in isolation left unresolved whether deontological analysis,...
QuestionEmergence_16 This question arose because the original BER finding bundled two distinct failures, non-disclosure and selective omission, making it unclear whether e...
QuestionEmergence_17 This question arose because the BER finding identified what Engineer A did wrong but left open whether a structurally different choice, specifically r...
QuestionEmergence_18 This question emerged because the ethical violation in the original memo involved two distinct failures, selective omission of options and undisclosed...
QuestionEmergence_19 This question arose because the Gratuitous Services Prohibition Principle and the Self-Promotion Advisory Constraint both attach to the same action, t...
Resolution Patterns (27)
ResolutionPattern_1 Because Engineer A accepted a request to analyze all approved delivery methods and then omitted two without any disclosure, the board found that the c...
ResolutionPattern_2 Because the recommendation was generated through a process that excluded two approved methods without explanation and concealed a financial stake in t...
ResolutionPattern_3 Because Engineer A never disclosed the dual role and never satisfied any of the conditions that would have made the combination of advisor and prospec...
ResolutionPattern_4 Because the credential inclusion did not occur in isolation but as part of a pattern that included free services, selective omission, and undisclosed ...
ResolutionPattern_5 Because Engineer A accepted the advisory request while holding a financial interest in the recommended outcome and never disclosed that interest, the ...
ResolutionPattern_6 Because City Administrator was a non-engineer who had no basis to detect that two approved delivery methods were missing from the memo, the board foun...
ResolutionPattern_7 Because the funding agency's separation requirement was directly material to City B's options and to Engineer A's own role, the board found that omitt...
ResolutionPattern_8 Because Engineer A provided free, strategically incomplete advisory work to a non-engineer public official in a context where Engineer A had a direct ...
ResolutionPattern_9 Because City Administrator asked for an analysis of delivery methods and not merely a list of services Engineer A could provide, the board found that ...
ResolutionPattern_10 Because Engineer A presented what appeared to be neutral expert guidance while holding an undisclosed financial stake in the recommended delivery meth...
ResolutionPattern_11 Because Engineer A presented only two of four approved methods to a non-engineer client who had no basis for knowing the analysis was incomplete, the ...
ResolutionPattern_12 Because Engineer A's omission was both a categorical breach of the duty of honesty under deontological analysis and a source of concrete public harm u...
ResolutionPattern_13 Because Engineer A combined free services, selective analysis, and self-promotional materials into a single advisory package delivered to a non-engine...
ResolutionPattern_14 Because the board identified the process rather than the outcome as the source of the ethical violation, it concluded that a recommendation of Progres...
ResolutionPattern_15 Because Engineer A's financial stake in the recommended outcome created a structural conflict that disclosure alone could not fully resolve, and becau...
ResolutionPattern_16 Because the memo omitted Fixed-Price-Design-Build and concealed Engineer A's financial stake in the recommended method, the board found that disclosin...
ResolutionPattern_17 Because Engineer A had no contract with City B when the memo was delivered, the board found that embedding credentials and project references in the m...
ResolutionPattern_18 Because Engineer A left out two of four approved delivery methods without explanation or disclosure, and because City Administrator lacked the technic...
ResolutionPattern_19 Because the ethical problem in this case was the incomplete analysis and the undisclosed conflict rather than the direction of the recommendation itse...
ResolutionPattern_20 The board found that including qualifications and project references was not independently unethical, but immediately qualified that finding in C2 by ...
ResolutionPattern_21 Because City Administrator was not a licensed engineer and had no independent basis to detect that two delivery methods had been silently excluded, th...
ResolutionPattern_22 Because the funding source's requirement that the CM-at-Risk firm and Engineer of Record be separate entities would have directly disqualified Enginee...
ResolutionPattern_23 Because Engineer A stood to benefit commercially from City B's adoption of the recommended delivery method and never disclosed this interest, the boar...
ResolutionPattern_24 Because Engineer A never disclosed the conflict of interest and never completed the comparative analysis, the board concluded that the structural tens...
ResolutionPattern_25 Because Engineer A's memo was technically accurate in its individual claims but omitted two of four approved delivery methods in a communication direc...
ResolutionPattern_26 Given that Engineer A provided free advisory services to a prospective client without disclosing the financial incentive that motivated the engagement...
ResolutionPattern_27 Given that Engineer A omitted both the CM-at-Risk option and the funding agency rule that would have disqualified Engineer A from serving in both role...
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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