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
Failure To Include Information In Engineering Report
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
223 entities
Pass 1: Contextual Framework
  • 14 Roles
  • 19 States
  • 13 Resources
Pass 2: Normative Requirements
  • 28 Principles
  • 34 Obligations
  • 33 Constraints
  • 42 Capabilities
Pass 3: Temporal Dynamics
  • 40 Temporal Dynamics
Phase 2 Analytical Extraction
2A: Code Provisions 6
LLM detect algorithmic linking Case text + Phase 1 entities
II.3.a. Engineers shall be objective and truthful in professional reports, statements, or testimony. They shall include all relevant and pertinent information...
II.3.b. Engineers may express publicly technical opinions that are founded upon knowledge of the facts and competence in the subject matter.
II.3.c. Engineers shall issue no statements, criticisms, or arguments on technical matters that are inspired or paid for by interested parties, unless they ha...
III.1.a. Engineers shall acknowledge their errors and shall not distort or alter the facts.
III.1.b. Engineers shall advise their clients or employers when they believe a project will not be successful.
III.3.a. Engineers shall avoid the use of statements containing a material misrepresentation of fact or omitting a material fact.
2B: Precedent Cases 0
LLM extraction Case text
No precedent cases extracted yet.
2C: Questions & Conclusions 20 28
Board text parsed LLM analytical Q&C LLM Q-C linking Case text + 2A provisions
Questions (20)
Question_1 Was it ethical for Engineer B to not have included the failed operation of the test equipment in his report?
Question_2 Was it ethical for Engineer B not to communicate with any representatives of Engineer A about the project?
Question_3 Was it ethical for Engineer B not to communicate with the contractor’s supervisor and workers who were on the job during construction?
Question_4 Was it ethical for Engineer B to issue his report without mentioning that the 19 piles questioned had, according to the driving records, met refusal?
Question_101 Does the fact that Engineer B offered two contradictory post-report explanations for ignoring the pile driving records - first claiming it was outside...
Question_102 To what extent does Engineer B's use of a vibratory hammer and failure to replicate original driving conditions - rather than merely the omissions in ...
Question_103 Was it ethical for Engineer B to issue adverse conclusions about the adequacy of Engineer A's pile design without first notifying Engineer A that such...
Question_104 Does the municipality's retention of Engineer B in an adversarial litigation context create any ethical obligations for the municipality itself - for ...
Question_201 Does the Faithful Agent Obligation - which requires Engineer B to serve the municipality's litigation interests - conflict with the Completeness and N...
Question_202 Does the Scope-of-Work Limitation as Incomplete Ethical Defense conflict with the Available Evidence Consultation Obligation - that is, can a contract...
Question_203 Does the Technical Facts Non-Adversarial Character principle - which holds that factual findings such as wave equation results and equipment failure a...
Question_204 Does the Omission Materiality Threshold principle - which requires disclosure only when an omission crosses a threshold of significance - conflict wit...
Question_301 From a deontological perspective, did Engineer B violate a categorical duty of completeness and non-selectivity by omitting the failed dynamic test eq...
Question_302 From a virtue ethics perspective, did Engineer B demonstrate the professional integrity expected of a competent and honest engineering expert when he ...
Question_303 From a consequentialist perspective, did Engineer B's selective omission of wave equation analysis results and pile driving refusal data produce a net...
Question_304 From a deontological perspective, did Engineer B breach a duty of due diligence by drawing adverse technical conclusions about Engineer A's pile desig...
Question_401 If Engineer B had disclosed the dynamic test equipment failure in his report, would the municipality, the mediating parties, and the reviewing technic...
Question_402 If Engineer B had consulted Engineer A's on-site representatives and the contractor's supervisors and workers before finalizing his report, would he h...
Question_403 If Engineer B had applied wave equation analysis to the pile driving records and disclosed that the 19 questioned piles had been driven to essential r...
Question_404 If Engineer B had declined the engagement on the grounds that the adversarial litigation context created irreconcilable pressure to produce a client-f...
Conclusions (28)
Conclusion_1 It was unethical for Engineer B to issue his report without mentioning the failed operation of the testing equipment.
Conclusion_2 It was unethical for Engineer B to not communicate with any representative of Engineer A about the project.
Conclusion_3 It was unethical for Engineer B to not communicate with the contractor’s supervisor and workers who were on the job during construction.
Conclusion_4 It was unethical for Engineer B to issue his report without mentioning that the 19 piles questioned had, according to the driving records, met refusal...
Conclusion_101 Beyond the Board's finding that Engineer B's omission of the failed dynamic test equipment was unethical, the omission is compounded by the fact that ...
Conclusion_102 The Board's conclusion that Engineer B acted unethically by failing to communicate with Engineer A's representatives should be extended to recognize t...
Conclusion_103 The Board's finding that Engineer B failed to communicate with contractor supervisors and workers should be further analyzed in light of Engineer B's ...
Conclusion_104 The Board's conclusion that Engineer B acted unethically by omitting the wave equation analysis and pile refusal data should be extended to address th...
Conclusion_105 Across all four Board conclusions, a unifying analytical extension is that Engineer B's conduct represents a systematic pattern rather than a collecti...
Conclusion_106 The Board's conclusions collectively leave unaddressed the question of whether Engineer B's scope-of-work defense - the claim that pile driving record...
Conclusion_201 In response to Q101: Engineer B's two contradictory post-report explanations - first claiming the pile driving records were outside his scope of work,...
Conclusion_202 In response to Q102: Engineer B's use of a vibratory hammer in the test pile program - when the original piles were not driven with a vibratory hammer...
Conclusion_203 In response to Q103: It was unethical for Engineer B to issue adverse conclusions about Engineer A's pile design without first notifying Engineer A th...
Conclusion_204 In response to Q104: While the primary ethical burden falls on Engineer B as the licensed professional, the municipality's role in defining Engineer B...
Conclusion_205 In response to Q201: The tension between the Faithful Agent Obligation and the Completeness and Non-Selectivity Obligation is real but resolvable unde...
Conclusion_206 In response to Q202: A contractually defined scope of work cannot legitimately excuse an engineer from consulting material evidence that is readily av...
Conclusion_207 In response to Q203: The tension between the Technical Facts Non-Adversarial Character principle and the Adversarial Engagement Objectivity Obligation...
Conclusion_208 In response to Q204: The burden of determining materiality of an omission rests with the reporting engineer, not the client, and the professional stan...
Conclusion_209 In response to Q301: From a deontological perspective, Engineer B violated a categorical duty of completeness and non-selectivity by omitting the fail...
Conclusion_210 In response to Q302: From a virtue ethics perspective, Engineer B failed to demonstrate the professional integrity expected of a competent and honest ...
Conclusion_211 In response to Q303: From a consequentialist perspective, Engineer B's selective omissions produced a net harm that substantially outweighed any benef...
Conclusion_212 In response to Q304: From a deontological perspective, Engineer B breached a duty of due diligence by drawing adverse technical conclusions about Engi...
Conclusion_213 In response to Q401: If Engineer B had disclosed the dynamic test equipment failure in his report, the municipality, the mediating parties, and the re...
Conclusion_214 In response to Q402: If Engineer B had consulted Engineer A's on-site representatives and the contractor's supervisors and workers before finalizing h...
Conclusion_215 In response to Q403: If Engineer B had applied wave equation analysis to the pile driving records and disclosed that the 19 questioned piles had been ...
Conclusion_301 The tension between the Faithful Agent Obligation - which required Engineer B to serve the municipality's litigation interests - and the Completeness ...
Conclusion_302 The Scope-of-Work Limitation as Incomplete Ethical Defense principle and the Available Evidence Consultation Obligation were placed in direct tension ...
Conclusion_303 The Technical Facts Non-Adversarial Character principle - which holds that objective technical findings such as wave equation results, pile driving re...
2D: Transformation Classification
transfer 81%
LLM classification Phase 1 entities + 2C Q&C

Engineer B's engagement began with an implicit attempted transfer of ethical responsibility to the municipality via the scope-of-work contract — a framing in which the client's defined scope would absorb the obligation to consult material evidence. The Board's resolution reversed and voided that attempted transfer, re-anchoring all professional obligations (completeness, due diligence, non-selectivity, honesty in post-report explanation) exclusively with Engineer B as the licensed professional. The municipality's institutional role was acknowledged as raising secondary questions (C14) but was explicitly found insufficient to bear any portion of Engineer B's non-delegable professional duties. The transformation is therefore a transfer back to Engineer B — a reassignment of obligations that Engineer B had attempted to offload contractually but which the Code does not permit to be offloaded.

Reasoning

The Board's resolution effected a clean transfer of the ethical burden: Engineer B entered the scenario bearing only a client-defined contractual obligation to the municipality, but the Board's conclusions reassigned the full weight of professional accountability — completeness, due diligence, non-selectivity, and honesty — back to Engineer B as the licensed professional, explicitly relieving the municipality's scope-of-work framing of any capacity to absorb or deflect that obligation. The scope-of-work defense, which attempted to transfer ethical responsibility to the municipality's contractual framing, was rejected, and the Board established that the obligation of objective and complete reporting runs from Engineer B to the profession and the public, not to the client. This constitutes a definitive one-directional handoff: the municipality's attempted retention of ethical cover through scope limitation was voided, and Engineer B was left as the sole obligated party bearing the full professional duty that the Code imposes on licensed engineers regardless of client instruction.

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 (10)
CausalLink_90-Pile Foundation Design The 90-pile foundation design represents Engineer A's original professional technical judgment, grounded in geotechnical facts and design obligations,...
CausalLink_Mediation Settlement Agreement The mediation settlement agreement represents the resolution of the adversarial proceeding between the municipality and Engineer A, and its integrity ...
CausalLink_Municipality Retains Engineer The municipality's retention of Engineer B as an adversarial testing expert triggers the full suite of professional obligations requiring objectivity,...
CausalLink_Engineer A Retains Independent Engineer A's retention of an independent geotechnical observer fulfills the obligation to preserve peer technical review opportunity and ensure factua...
CausalLink_Vibratory Hammer Substitution Engineer B's decision to substitute a vibratory hammer in the test pile program directly violates the methodological consistency obligation requiring ...
CausalLink_Pre-Count Hammer Drop Decision By deciding to begin hammer drop counts before the pile reached a consistent set condition, Engineer B compromised the methodological fidelity of the ...
CausalLink_Inconsistent Pile Depth Decisi Driving test piles to inconsistent depths relative to the original dock foundation piles invalidated the comparative basis of the test program, violat...
CausalLink_Decision to Exclude Stakeholde Engineer B's deliberate exclusion of the contractor, on-site workers, and Engineer A's representatives from the investigative process violated the obl...
CausalLink_Selective Omission in Report Engineer B's deliberate omission of wave equation analysis results and dynamic test equipment failure from the concluding report constitutes the most ...
CausalLink_Contradictory Post-Report Expl Engineer B's post-report issuance of mutually contradictory justifications - alternately claiming the pile driving records were outside the scope of w...
Question Emergence (20)
QuestionEmergence_1 This question emerged because Engineer B's report omitted a known equipment failure that directly compromised the methodological integrity of the test...
QuestionEmergence_2 This question arose because Engineer B occupied a dual role - technical investigator and litigation expert - and the norms governing those roles confl...
QuestionEmergence_3 This question emerged because the contractor's supervisors and workers represented irreplaceable firsthand knowledge about original pile driving condi...
QuestionEmergence_4 This question arose because the pile driving records showing refusal were the most directly relevant pre-existing evidence bearing on the adequacy of ...
QuestionEmergence_5 This question emerged because the contradictory explanations reveal that Engineer B's justification for the pile driving records omission was not grou...
QuestionEmergence_6 This question emerged because Engineer B's test program deviated from the original pile driving program in multiple simultaneous and undisclosed ways ...
QuestionEmergence_7 This question arose because Engineer A's on-site representatives possessed material factual knowledge - directly relevant to Engineer B's adverse conc...
QuestionEmergence_8 This question emerged because the municipality occupied a dual role as both litigation adversary and retaining client of a licensed professional, crea...
QuestionEmergence_9 This question arose because the adversarial litigation context created a structural incentive for Engineer B to function as an advocate rather than an...
QuestionEmergence_10 This question emerged because Engineer B offered a scope-of-work justification for not consulting pile driving records while simultaneously offering a...
QuestionEmergence_11 This question arose because Engineer B's report was produced inside an adversarial litigation structure that created institutional pressure toward cli...
QuestionEmergence_12 This question arose because the Omission Materiality Threshold principle and the Completeness principle operate at different levels of abstraction - o...
QuestionEmergence_13 This question arose because deontological ethics demands that categorical duties be scope-independent - a duty of completeness either applies universa...
QuestionEmergence_14 This question arose because virtue ethics evaluates character through the coherence and transparency of professional conduct over time, and Engineer B...
QuestionEmergence_15 This question arose because consequentialist analysis requires aggregating harms and benefits across all affected parties - Engineer A, the municipali...
QuestionEmergence_16 This question emerged because Engineer B issued adverse professional conclusions about Engineer A's pile design while bypassing on-site representative...
QuestionEmergence_17 This question arose because the dynamic test equipment failure was a known, documented event that directly bore on the evidentiary weight of Engineer ...
QuestionEmergence_18 This question emerged because Engineer B's failure to consult available on-site witnesses created an epistemic gap at the core of his adverse conclusi...
QuestionEmergence_19 This question emerged because the wave equation analysis omission sits at the intersection of methodological choice and strategic advocacy - Engineer ...
QuestionEmergence_20 This question emerged because Engineer B's pattern of selective omissions, contradictory explanations, and methodological choices that consistently fa...
Resolution Patterns (28)
ResolutionPattern_1 The board concluded that omitting the equipment failure was unethical because Engineer B's adverse conclusions rested on test data whose reliability w...
ResolutionPattern_2 The board concluded that failing to communicate with Engineer A's representatives was unethical because an engineer issuing adverse professional concl...
ResolutionPattern_3 The board concluded that failing to communicate with the contractor's supervisor and workers was unethical because Engineer B's adverse conclusions ab...
ResolutionPattern_4 The board concluded that omitting the pile driving refusal data was unethical because those records constituted the most direct available evidence bea...
ResolutionPattern_5 The board concluded that the omission of the equipment failure was not merely an incompleteness violation but a constructive deception under III.3.a, ...
ResolutionPattern_6 The board concluded that Engineer B's failure to communicate with Engineer A's representatives was not a procedural lapse but a foundational evidentia...
ResolutionPattern_7 The board concluded that Engineer B's non-consultation of contractor supervisors and workers was not a passive omission but an active choice to advanc...
ResolutionPattern_8 The board concluded that Engineer B's omission of wave equation analysis and pile refusal data was not a legitimate scope selection but the suppressio...
ResolutionPattern_9 The board concluded that Engineer B's conduct represents a systematic pattern of client-aligned selective reporting rather than a collection of isolat...
ResolutionPattern_10 The board concluded that the scope-of-work defense fails not because scope limitations are never legitimate but because they cannot override the engin...
ResolutionPattern_11 The board concluded that Engineer B's contradictory post-report explanations independently violated III.1.a's prohibition on distorting or altering fa...
ResolutionPattern_12 The board concluded that Engineer B's use of a vibratory hammer and failure to replicate original driving conditions constituted an independent ethica...
ResolutionPattern_13 The board concluded that Engineer B's failure to communicate with Engineer A's representatives was unethical because those representatives held materi...
ResolutionPattern_14 The board concluded that the ethical burden falls primarily and non-delegably on Engineer B as the licensed professional, because Code provisions II.3...
ResolutionPattern_15 The board concluded that the apparent conflict between the Faithful Agent Obligation and the Completeness and Non-Selectivity Obligation is resolvable...
ResolutionPattern_16 The board concluded that a contractually defined scope of work cannot excuse Engineer B from consulting the pile driving records because the adequacy ...
ResolutionPattern_17 The board concluded that the internal tension in litigation engineering - where engineers are paid by one party to evaluate another's work - is not re...
ResolutionPattern_18 The board concluded that the burden of determining materiality rests with the reporting engineer and is measured by an objective professional standard...
ResolutionPattern_19 The board concluded from a deontological perspective that Engineer B violated a categorical duty of completeness by omitting the dynamic test equipmen...
ResolutionPattern_20 The board concluded from a virtue ethics perspective that Engineer B failed to demonstrate professional integrity because a virtuous engineer, when qu...
ResolutionPattern_21 The board concluded that Engineer B's selective omissions were ethically indefensible from a consequentialist perspective because the identifiable har...
ResolutionPattern_22 The board concluded that Engineer B breached a deontological duty of due diligence under Code Section II.3.b because the obligation to found technical...
ResolutionPattern_23 The board concluded that disclosure of the dynamic test equipment failure would have enabled the mediating parties and technical community to properly...
ResolutionPattern_24 The board concluded that had Engineer B consulted Engineer A's on-site representatives and the contractor's supervisors and workers before finalizing ...
ResolutionPattern_25 The board concluded that had Engineer B applied wave equation analysis and disclosed that the 19 questioned piles had been driven to essential refusal...
ResolutionPattern_26 The Board concluded that Engineer B's role as a retained litigation expert did not transform him into an advocate licensed to shape his report around ...
ResolutionPattern_27 The Board concluded that Engineer B's first post-report explanation - that the pile driving records were outside his scope - was ethically invalid bec...
ResolutionPattern_28 The Board concluded that Engineer B fundamentally mischaracterized his role by treating objective technical findings - wave equation results, pile dri...
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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