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
143 entities
Pass 1: Contextual Framework
  • 9 Roles
  • 15 States
  • 10 Resources
Pass 2: Normative Requirements
  • 21 Principles
  • 21 Obligations
  • 17 Constraints
  • 24 Capabilities
Pass 3: Temporal Dynamics
  • 26 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 have an obligation to provide complete, objective, and truthful reports; omitting relevant information, selectively using data, or failing to investigate constitutes unethical conduct.
BER Case 99-8 analogizing
linked
Engineers have a clear obligation to provide complete deliverables as required by their engagement, and submitting incomplete work without disclosure of that incompleteness is unethical.
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 Given that Engineer A had no contractual relationship with City B at the time of the request, did the informal nature of the solicitation diminish or ...
Question_102 Was Engineer A's omission of the Construction Manager at Risk method particularly significant given that the funding agency imposes a distinct-entity ...
Question_103 Because City B's Administrator is not a licensed professional engineer, does Engineer A bear a heightened duty of candor and completeness compared to ...
Question_104 Should Engineer A have declined to provide the advisory memo entirely and instead referred City Administrator to a neutral third-party resource or ind...
Question_201 Does the Faithful Agent Obligation - requiring Engineer A to serve City B's interests - come into direct conflict with the Conflict of Interest Disclo...
Question_202 How should the tension between the Prohibition on Disguised Commercial Solicitation and the Board's finding that including marketing materials was not...
Question_203 Does the principle of Public Welfare Paramount conflict with the principle of Completeness and Non-Selectivity when a genuinely superior delivery meth...
Question_204 Is there an irresolvable tension between the principle of Professional Accountability - which holds Engineer A responsible for the completeness of pro...
Question_301 From a deontological perspective, did Engineer A fulfill their categorical duty of objectivity and completeness when responding to City Administrator'...
Question_302 From a consequentialist perspective, did Engineer A's selective presentation of only two delivery methods produce net harm to City B's public infrastr...
Question_303 From a virtue ethics perspective, did Engineer A demonstrate the professional virtues of honesty and integrity when they appended firm experience summ...
Question_304 From a deontological perspective, did Engineer A violate a duty of faithful agency to City B by omitting the Construction Manager at Risk option - par...
Question_401 Would Engineer A's recommendation have been ethically defensible if they had explicitly disclosed at the outset of the memo that their firm was qualif...
Question_402 What if Engineer A had declined to provide the delivery method analysis and instead referred City Administrator to a neutral third-party resource or a...
Question_403 Had Engineer A provided a complete comparative analysis of all four approved delivery methods - including an objective evaluation of Design-Bid-Build ...
Question_404 If City B had been a sophisticated engineering client rather than a non-engineer City Administrator, would Engineer A's selective presentation of deli...
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, the omission of Construction Manager at Risk was particularly egregious b...
Conclusion_102 The Board's conclusion that omitting relevant information was unethical applies with full force regardless of the informal nature of the solicitation....
Conclusion_103 The Board's finding of unethical conduct for omitting relevant information should be understood as establishing a proportionality principle: the more ...
Conclusion_104 The Board's conclusion that recommending Progressive-Design-Build is ethical when the recommendation is objective, described, valid, and compared agai...
Conclusion_105 The Board's conclusion that recommending a method from which Engineer A could benefit is ethical, provided the recommendation is objective and complet...
Conclusion_106 The Board's finding that including marketing materials was not unethical must be understood as conditional rather than absolute. The Board's reasoning...
Conclusion_107 The Board's approval of including marketing materials, read alongside its finding that omitting relevant information was unethical, creates an importa...
Conclusion_201 In response to Q101: The informal nature of City Administrator's solicitation did not diminish Engineer A's ethical obligations in any respect. Profes...
Conclusion_202 In response to Q102: The omission of the Construction Manager at Risk method was not merely an incomplete comparative analysis - it was a materially s...
Conclusion_203 In response to Q103: City Administrator's status as a non-licensed professional engineer is ethically significant and amplifies the severity of Engine...
Conclusion_204 In response to Q104: While the Board did not explicitly require Engineer A to decline the engagement, the logic of the Board's conclusions strongly im...
Conclusion_205 In response to Q201: The tension between the Faithful Agent Obligation and the Conflict of Interest Disclosure principle is real but not irresolvable ...
Conclusion_206 In response to Q202: The Board's finding that including marketing materials was not unethical must be understood as conditionally permissible rather t...
Conclusion_207 In response to Q203: The apparent alignment between Engineer A's self-interest and City B's public benefit - both pointing toward Progressive-Design-B...
Conclusion_208 In response to Q301: From a deontological perspective, Engineer A failed to fulfill the categorical duty of objectivity and completeness. Deontologica...
Conclusion_209 In response to Q302: From a consequentialist perspective, Engineer A's selective presentation created a meaningful risk of downstream harm to City B's...
Conclusion_210 In response to Q303: From a virtue ethics perspective, the commingling of advisory and promotional content in Engineer A's memo reveals a disposition ...
Conclusion_211 In response to Q401: Explicit disclosure of Engineer A's qualification gap at the outset of the memo would have been a necessary but not sufficient co...
Conclusion_212 In response to Q402: Referral to a neutral third-party resource or independent engineering consultant would have been the most ethically sound course ...
Conclusion_213 In response to Q403: Had Engineer A provided a genuinely complete comparative analysis of all four approved delivery methods and still recommended Pro...
Conclusion_214 In response to Q404: Engineer A's selective presentation of delivery methods would constitute an ethical violation regardless of the client's technica...
Conclusion_301 The tension between the Faithful Agent Obligation and the Conflict of Interest Disclosure principle was not resolved in this case - it was evaded. A f...
Conclusion_302 The Board's finding that appending marketing materials was not inherently unethical must be understood as conditional rather than categorical, and thi...
Conclusion_303 This case exposes a structural vulnerability in the principle of Public Welfare Paramount when an engineer's sincere belief in the superiority of a re...
2D: Transformation Classification
transfer 74%
LLM classification Phase 1 entities + 2C Q&C

Engineer A's selective self-assumption of a partial advisory role — in which Engineer A implicitly treated the informal solicitation as creating reduced professional duties — is transformed by the Board into a fully assigned, non-negotiable professional obligation. The ethical responsibility that Engineer A had effectively displaced onto the informality of the engagement (treating the absence of a contract as a reduced-duty zone) is transferred back to Engineer A as the licensed professional, while the Board simultaneously transfers to the City Administrator the recognized status of a vulnerable, non-engineer public client owed the highest standard of candor. The duty to provide complete, objective, conflict-disclosed analysis is no longer floating or contested — it is definitively located with Engineer A, and the Board's resolution forecloses any future claim that informal context diminishes that obligation.

Reasoning

The Board's resolution effectuates a Transfer by shifting the locus of ethical accountability from an ambiguous, informally assumed advisory role into a formally adjudicated professional obligation: Engineer A's duties — completeness, conflict disclosure, faithful agency — are authoritatively assigned to the engineer as categorical professional responsibilities that attach regardless of contractual formality, and the Board simultaneously transfers to City B (and future similarly situated public clients) the protected status of a party owed heightened candor. The original ethical situation, in which Engineer A had effectively self-exempted from full advisory obligations by treating the engagement as informal, is resolved by the Board's clean reassignment of those obligations back to Engineer A with no residual ambiguity. Unlike a Stalemate, the Board does not leave competing duties unresolved — it establishes a clear hierarchy in which completeness and conflict disclosure are threshold conditions that precede and govern all other considerations, including the permissibility of marketing materials and the validity of the recommendation itself.

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 (6)
CausalLink_Informal Solicitation of Priva The City Administrator's informal outreach to Engineer A triggers full ethical obligations on Engineer A's part despite the informal nature of the req...
CausalLink_Decision to Respond with Forma By choosing to respond with a formal memo rather than referring the City Administrator to a neutral party or disclosing limitations, Engineer A conver...
CausalLink_Omission of Two Delivery Metho By omitting two of the six available delivery methods from the advisory memo, Engineer A directly violates the core obligation of complete comparative...
CausalLink_Self-Serving Delivery Method R Engineer A's recommendation of Progressive-Design-Build - the method for which Engineer A is qualified and stands to gain work - without disclosing th...
CausalLink_Appending Firm Experience and Appending the firm's experience and references to what was ostensibly an objective advisory memo transforms the professional analysis into a disguised...
CausalLink_Failure to Correct or Disclose Engineer A's failure to correct or disclose the omissions of two delivery methods, funding agency constraints, and his own conflict of interest consti...
Question Emergence (19)
QuestionEmergence_1 This question emerged because Engineer A's selective presentation of only two delivery methods in a document styled as a professional analysis created...
QuestionEmergence_2 This question arose because the alignment between Engineer A's financial interest and its recommendation is not self-evidently improper - engineers ro...
QuestionEmergence_3 This question emerged because the inclusion of project summaries and references transformed the memo from a neutral advisory document into a hybrid so...
QuestionEmergence_4 This question arose because the informal solicitation created an ambiguous professional posture for Engineer A - neither clearly a retained advisor no...
QuestionEmergence_5 This question emerged because the intersection of Engineer A's financial self-interest, the specific regulatory constraint that would have foreclosed ...
QuestionEmergence_6 This question emerged because Engineer A's selective memo was delivered to a City Administrator who possessed no independent engineering knowledge to ...
QuestionEmergence_7 This question arose because Engineer A chose to respond to an informal solicitation with a formal memo despite holding a direct financial stake in one...
QuestionEmergence_8 This question emerged from the structural collision between two foundational professional obligations that are normally complementary but become antag...
QuestionEmergence_9 This question emerged because the Ethics Violation Finding Issued event did not condemn the marketing appendage while simultaneously finding the selec...
QuestionEmergence_10 This question arose because the Engineer A Self-Interested Delivery Method Recommendation State and the Public Welfare Paramount principle occupy the ...
QuestionEmergence_11 This question emerged because Engineer A's omission of the CM-at-Risk method was not merely an incomplete professional opinion but also concealed a st...
QuestionEmergence_12 This question arose because Engineer A occupied an ambiguous relational position - responding with the formality of a professional memo to what was fr...
QuestionEmergence_13 This question emerged because the consequentialist framework requires an empirical assessment of actual versus counterfactual outcomes, and the record...
QuestionEmergence_14 This question arose because virtue ethics evaluates not just the act but the disposition it reveals, and the commingling of advisory and promotional c...
QuestionEmergence_15 This question emerged because the CM-at-Risk omission was not merely an incomplete analysis but a concealment of a regulatory constraint that would ha...
QuestionEmergence_16 This question emerged because the Board found Engineer A's memo ethically deficient on completeness grounds, yet left open whether proactive conflict-...
QuestionEmergence_17 This question emerged because the Board identified a referral pathway as an ethically sound alternative, implicitly raising the question of whether th...
QuestionEmergence_18 This question emerged because the Board approved the inclusion of firm experience summaries in advisory memos in principle, yet found Engineer A's mem...
QuestionEmergence_19 This question emerged because the Board's analysis identified the City Administrator's non-engineer status as a relevant contextual factor without exp...
Resolution Patterns (27)
ResolutionPattern_1 The board concluded that Engineer A acted unethically because NSPE Code provisions II.3 and II.3.a require engineers to be objective and truthful in p...
ResolutionPattern_2 The board concluded that recommending a method from which Engineer A could profit is not inherently unethical, because the NSPE Code does not prohibit...
ResolutionPattern_3 The board concluded that including marketing materials was not unethical in isolation, because appending firm qualifications and project references to...
ResolutionPattern_4 The board concluded that omitting Construction Manager at Risk was particularly egregious because Engineer A's qualification to perform under that met...
ResolutionPattern_5 The board concluded that the informal nature of the solicitation did not diminish Engineer A's ethical obligations because the NSPE Code's standards o...
ResolutionPattern_6 The Board concluded that Engineer A's ethical breach was amplified - not merely present - because the client was a non-engineer public official who co...
ResolutionPattern_7 The Board concluded that recommending a method from which Engineer A could benefit is not inherently unethical, but that the recommendation becomes et...
ResolutionPattern_8 The Board concluded that even a hypothetically complete and meritorious recommendation of Progressive-Design-Build would have remained ethically defic...
ResolutionPattern_9 The Board concluded that including marketing materials is not categorically unethical but is conditionally permissible - when the underlying analysis ...
ResolutionPattern_10 The Board concluded that the ethical analysis of the marketing materials cannot be conducted in isolation from the ethical analysis of the memo's anal...
ResolutionPattern_11 The board concluded that Engineer A's ethical obligations were fully operative the moment Engineer A chose to respond with a professional advisory mem...
ResolutionPattern_12 The board concluded that omitting Construction Manager at Risk was materially more serious than a generic failure to enumerate all options because it ...
ResolutionPattern_13 The board concluded that City Administrator's status as a non-engineer amplified the severity of Engineer A's selective presentation because the infor...
ResolutionPattern_14 The board concluded that while it did not explicitly mandate that Engineer A decline the engagement, the logic of its analysis strongly implies that r...
ResolutionPattern_15 The board concluded that the Faithful Agent Obligation and the Conflict of Interest Disclosure principle are not irresolvable in theory because both p...
ResolutionPattern_16 The board resolved Q202 by establishing a conditional framework: marketing materials are not categorically impermissible, but their ethical status is ...
ResolutionPattern_17 The board resolved Q203 by rejecting the argument that alignment between self-interest and public benefit neutralizes the ethical problem, holding ins...
ResolutionPattern_18 The board resolved Q301 by applying the deontological test of universalizability, finding that Engineer A acted on a maxim - present only commercially...
ResolutionPattern_19 The board resolved Q302 by identifying multiple layers of consequentialist harm flowing from Engineer A's selective presentation: the immediate depriv...
ResolutionPattern_20 The board resolved Q303 by finding that the commingling of advisory and promotional content in a single document is not merely a procedural violation ...
ResolutionPattern_21 The board concluded that explicit disclosure of Engineer A's qualification gap would have been a necessary but not sufficient condition for ethical de...
ResolutionPattern_22 The board concluded that referral to a neutral third-party consultant was the most ethically sound course of action available to Engineer A, and that ...
ResolutionPattern_23 The board concluded that including firm experience summaries and references would have remained ethically permissible had Engineer A first provided a ...
ResolutionPattern_24 The board concluded that Engineer A's selective presentation constituted an ethical violation regardless of client sophistication, but that City Admin...
ResolutionPattern_25 The board concluded that Engineer A evaded rather than resolved the tension between faithful agency and conflict of interest disclosure by omitting de...
ResolutionPattern_26 The Board concluded that including marketing materials was not categorically unethical but was conditionally impermissible in this case because the un...
ResolutionPattern_27 The Board concluded that Engineer A's genuine conviction that Progressive-Design-Build best served City B's public welfare did not relieve Engineer A ...
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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