Step 4: Case Synthesis

Build a coherent case model from extracted entities

Back to Case
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
87 entities
Pass 1: Contextual Framework
  • 6 Roles
  • 16 States
  • 8 Resources
Pass 2: Normative Requirements
  • 8 Principles
  • 5 Obligations
  • 6 Constraints
  • 14 Capabilities
Pass 3: Temporal Dynamics
  • 24 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 analogizing
linked
Engineers must include all relevant and pertinent information in reports and not selectively omit facts that could affect the conclusions or reflect poorly on the recommendation.
BER Case 99-8 analogizing
linked
An engineer has a clear obligation to provide complete work product and must disclose known incompleteness rather than allowing others to rely on it as complete.
2C: Questions & Conclusions 17 19
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 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 Because the City Administrator is not a licensed engineer and could not independently evaluate the omission of delivery methods, did Engineer A have a...
Question_102 Does the absence of a contractual relationship between Engineer A and City B, combined with Engineer A providing this advisory memo for free, suggest ...
Question_103 Should Engineer A have explicitly disclosed to City B that they were only qualified to provide services under two of the four delivery methods, so the...
Question_104 Given that the funding agency requires the CMAR firm and Engineer of Record to be distinct entities, should Engineer A have disclosed how this rule wo...
Question_201 How should Complete Reporting in Delivery Options Memo be balanced against Engagement Solicitation in Free Services, given that Engineer A provided fr...
Question_202 How should Objectivity of Delivery Method Recommendation be balanced against the fact that Engineer A's firm was only capable of providing services un...
Question_203 Does Complete Reporting in Delivery Method Advice conflict with Objectivity in Delivery Method Advice when an engineer omits methods outside their own...
Question_301 From a deontological perspective, did Engineer A fulfill the duty of complete and objective reporting owed to City B when presenting only two of four ...
Question_302 Did the outcome of City B receiving a workable recommendation justify Engineer A's decision to narrow the analysis to the two methods most favorable t...
Question_303 Did Engineer A act with professional integrity when recommending the one delivery method (Progressive-Design-Build) for which their own firm could pro...
Question_304 From a virtue-ethics standpoint, does attaching firm credentials and past-project references to an incomplete delivery-method analysis reflect a lack ...
Question_401 If Engineer A had already held a contractual relationship with City B for construction services at the time of the recommendation, would the Board sti...
Question_402 If Engineer A had been qualified to provide services under only Progressive-Design-Build and not also Construction-Manager-at-Risk, would the Board's ...
Question_403 If Engineer A's summary memo had included evaluation of all four approved delivery methods (including Construction-Management-at-Risk and Fixed-Price-...
Conclusions (19)
Conclusion_1 It was unethical for Engineer A to leave out relevant and pertinent information from the analysis/ recommendation. Engineer A should have included eva...
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 The Board's finding that Engineer A improperly omitted delivery methods is amplified by the fact that City Administrator, as a non-engineer, lacked th...
Conclusion_102 Beyond the Board's conclusion that Engineer A's recommendation lacked objective support, a deeper structural issue exists: because Engineer A was only...
Conclusion_103 While the Board found no violation in Engineer A including marketing materials, this conclusion should be read narrowly: the compliance finding rests ...
Conclusion_201 Because the City Administrator lacked engineering licensure and thus the technical background to independently assess the universe of delivery methods...
Conclusion_202 The combination of no existing contractual relationship between Engineer A and City B and the provision of the memo without charge supports an inferen...
Conclusion_203 A fully transparent analysis would have required Engineer A to disclose the CMAR Engineer of Record entity-separation rule and explain how it affected...
Conclusion_204 From a deontological standpoint, Engineer A had a duty grounded in the profession's public-trust obligations to present City B with a complete and obj...
Conclusion_205 A purely outcome-based justification for Engineer A's narrowed analysis is insufficient, because even if Progressive-Design-Build proved to be a worka...
Conclusion_206 Engineer A's selection of the one delivery method for which the firm was uniquely positioned to provide services, out of only two methods presented, r...
Conclusion_207 From a virtue-ethics perspective, attaching truthful firm credentials and project references to an admittedly incomplete delivery-method analysis refl...
Conclusion_208 Had Engineer A already held a contractual relationship with City B for construction services at the time the recommendation was made, the Board would ...
Conclusion_209 If Engineer A had been qualified under only Progressive-Design-Build and not also Construction-Manager-at-Risk, the objectivity concern would likely h...
Conclusion_210 Had Engineer A's memo evaluated all four approved delivery methods, including Construction-Manager-at-Risk and Fixed-Price-Design-Build, while still u...
Conclusion_301 The case demonstrates that Complete Reporting and Objectivity are not truly competing principles but are mutually constitutive: Engineer A's failure o...
Conclusion_302 The tension between Complete Reporting and Engagement Solicitation in Free Services was resolved in favor of Complete Reporting: the Board's finding t...
Conclusion_303 The case illustrates that an engineer's Advisory Competence (i.e., which delivery methods the firm is qualified to perform) cannot be allowed to silen...
2D: Transformation Classification
unclear 35%
LLM classification Phase 1 entities + 2C Q&C

This is best described as a non-transformative or 'obligation-intensification' scenario: the steering rule (professional duty of complete, objective disclosure) is never handed off, does not oscillate between actors or phases, and is not separated from its triggering action by time. The Board instead clarifies that the SAME obligation, resting continuously on Engineer A, was breached at the scoping stage (C5) and is heightened rather than shifted by the Administrator's non-expert status (C4, C7) and by the free/no-contract context (C8, C14).

Reasoning

The case does not cleanly fit the four transformation patterns because Engineer A's obligations (Complete Options Disclosure, Objectivity) never shift to another stakeholder, never cycle back and forth across project phases, and no temporal gap between action and discovery of consequence exists (the incompleteness was apparent at the moment the memo was delivered, not revealed years later). Instead, the Board's resolution operates entirely within a single, static advisory episode: it intensifies and clarifies the scope of Engineer A's own pre-existing duty rather than reallocating, cycling, or delaying it.

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_Recommendation Solicitation As the initiating action with no normative edges, Recommendation Solicitation is ethically neutral in itself, but it sets the causal chain in motion b...
CausalLink_Free Engineering Evaluation Provision Providing a free engineering evaluation violates the prohibition on offering valuable consideration to secure work, and this matters because it direct...
CausalLink_Selective Method Presentation Selective Method Presentation violates the duties to include all relevant information and to be objective and truthful, and this is significant becaus...
CausalLink_Delivery Method Recommendation The Delivery Method Recommendation violates the objectivity and truthfulness obligation because it too feeds into Incomplete Information Delivery, com...
CausalLink_Firm Credentials Attachment Attaching firm credentials alongside the free evaluation violates the rule against offering valuable consideration to secure work, reinforcing that th...
Question Emergence (17)
QuestionEmergence_1 The question arises because Engineer A's advisory role obligates full transparency to enable informed client decisions, yet the technical nature of de...
QuestionEmergence_2 The question arises because Engineer A's memo recommended a delivery method for which the firm could later provide services, creating a conflict betwe...
QuestionEmergence_3 The question arises because Engineer A combined a technical recommendation with self-promotional firm credentials in a free, unsolicited submission, b...
QuestionEmergence_4 The question arises because Non Engineer Administrator Reliance combined with Omitted Delivery Options Memo creates ambiguity over whether ordinary pr...
QuestionEmergence_5 The question arises because the absence of a contract combined with free provision of services creates ambiguity about Engineer A's motive, forcing a ...
QuestionEmergence_6 The question emerges because Engineer A's Omitted Delivery Options Memo created a Self Interested Delivery Recommendation situation where a non-expert...
QuestionEmergence_7 The question arose because Engineer A's Summary Memo recommended delivery methods without addressing how the CMAR Engineer of Record Entity Separation...
QuestionEmergence_8 The question arises because Free Services Extension and Omitted Delivery Options Memo create a factual overlap between generous professional assistanc...
QuestionEmergence_9 The question arises because Engineer A's structural conflict of interest, being capable of only one delivery method, creates ambiguity about whether a...
QuestionEmergence_10 The question arises because Engineer A's Advisory Competence is narrower than the full range of possible delivery methods, so acting objectively withi...
QuestionEmergence_11 The question arises because the same memo can be read either as a narrow response to a specific request or as a comprehensive professional recommendat...
QuestionEmergence_12 The question arises because the case invites evaluating engineering ethics by result (a workable outcome) versus by process (objective, complete analy...
QuestionEmergence_13 The question arises because Engineer A's free, solicited memo recommended only the delivery method their firm could staff, creating a structural confl...
QuestionEmergence_14 The question arises because virtue ethics evaluates character and honesty holistically rather than claim-by-claim, so a technically truthful but selec...
QuestionEmergence_15 The question arose because the BER's finding of self-interest could plausibly rest on two different warrants, one tied to soliciting new work through ...
QuestionEmergence_16 The question arises because the BER's finding conflated two distinct grounds, a general objectivity/completeness obligation and a narrower self-intere...
QuestionEmergence_17 The question arises because the actual case involved both incomplete information and a specific recommendation, so it is unclear whether the Board's f...
Resolution Patterns (19)
ResolutionPattern_1 Given that Engineer A presented only two of the four available delivery methods and offered no reasoned justification or alternative resource for the ...
ResolutionPattern_2 Because Engineer A recommended the delivery method aligned with its own capabilities without supplying objective comparative support, the board found ...
ResolutionPattern_3 Since the project summaries and references were truthful and did not themselves corrupt the technical content of the memo, the board concluded their i...
ResolutionPattern_4 Because the City Administrator lacked engineering expertise and depended entirely on Engineer A as the technical gatekeeper, the board reasoned that t...
ResolutionPattern_5 Given that Engineer A could only perform services under two of the four approved methods and the CMAR entity-separation rule further narrowed eligible...
ResolutionPattern_6 Because the memo omitted two of four methods, the Board read the otherwise-permissible inclusion of marketing materials as reinforcing the appearance ...
ResolutionPattern_7 Given that the Administrator relied entirely on Engineer A's expertise and could not check the completeness of the options presented, the Board conclu...
ResolutionPattern_8 Because Engineer A had no existing contract with City B and gave the memo for free, the Board inferred a marketing dimension to the engagement, which ...
ResolutionPattern_9 Because the entity-separation rule directly affected Engineer A's own capacity to serve under CMAR, the Board concluded a fully transparent analysis r...
ResolutionPattern_10 Because Engineer A presented only two of four methods in a way that served the firm's own business ends, the Board found a deontological failure of du...
ResolutionPattern_11 Given that Engineer A presented only two of four approved methods to a non-engineer administrator who could not detect the gap, the Board reasoned tha...
ResolutionPattern_12 Because Progressive-Design-Build was the only delivery method among the two presented that left Engineer A's firm eligible for future construction-rel...
ResolutionPattern_13 Since Engineer A's credentials and references were factually accurate but attached to a memo that omitted two of four approved delivery methods, the B...
ResolutionPattern_14 Because no contract in fact existed between Engineer A and City B at the time of the recommendation, the Board treated the self-interest concern as so...
ResolutionPattern_15 Since Engineer A actually held qualifications under both presented methods, the Board found some residual ambiguity that tempered the self-interest co...
ResolutionPattern_16 Given that the actual memo omitted two of four approved methods, the Board reasoned counterfactually that had Engineer A instead surveyed all four opt...
ResolutionPattern_17 Because Engineer A's recommendation lacked any comparative grounding across the full set of approved methods, the Board concluded that the objectivity...
ResolutionPattern_18 Because Engineer A's marketing materials (project summaries and references) were found unobjectionable on their own, but the omission of two delivery ...
ResolutionPattern_19 Given that Engineer A's qualifications extended to only one or two of the four approved methods and this fact was never disclosed to City B, the Board...
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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