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

Job Qualifications—Disclosure of Material Fact

Step 4 of 5

Four-Phase Synthesis Pipeline

Entity Foundation

Passes 1-3

Analytical Extraction

2A-2E

Decision Synthesis

E1-E3 + LLM

Narrative

Timeline + Scenario

Phase 1 Entity Foundation

169 entities

Pass 1: Contextual Framework

11 Roles
18 States
12 Resources

Pass 2: Normative Requirements

20 Principles
26 Obligations
28 Constraints
27 Capabilities

Pass 3: Temporal Dynamics

27 Temporal Dynamics

Phase 2 Analytical Extraction

2A: Code Provisions 6

LLM detect algorithmic linking Case text + Phase 1 entities

I.5. Avoid deceptive acts.

I.6. Conduct themselves honorably, responsibly, ethically, and lawfully so as to enhance the honor, reputation, and usefulness of the profession.

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.a. Engineers shall not falsify their qualifications or permit misrepresentation of their or their associates' qualifications. They shall not misrepresent...

III.1.e. Engineers shall not promote their own interest at the expense of the dignity and integrity of the profession.

III.3.a. Engineers shall avoid the use of statements containing a material misrepresentation of fact or omitting a material fact.

2B: Precedent Cases 3

LLM extraction Case text

BER Case 19-1 analogizing

linked

The NSPE Code of Ethics does not compel an engineer to disclose personal medical or private information to an employer; engineers retain a personal right to privacy regarding such matters.

BER Case 97-11 analogizing

linked

An engineer is not ethically compelled to automatically disclose a pending ethics complaint or mere allegations to a client, but should weigh all factors and take prudent action; privacy rights must be balanced against the obligation to be objective, truthful, and avoid omitting material facts.

BER Case 03-6 distinguishing

linked

When an engineer has an actual adjudicated finding of wrongdoing (such as a license revocation), the engineer has an ethical obligation to disclose that fact on an employment application, as it constitutes a material fact that cannot be omitted.

2C: Questions & Conclusions 17 17

Board text parsed LLM analytical Q&C LLM Q-C linking Case text + 2A provisions

Questions (17)

Question_1 Was it ethical for Engineer Intern A not to have mentioned at the interview his two previous failures at passing the PE exam if he was not asked that ...

Question_101 Given that XYZ Consultants made PE licensure within 90 days a condition of hire, did Engineer Intern A's silence about two prior failures constitute a...

Question_102 At what point before or during employment did Engineer Intern A's non-disclosure cross from a permissible omission into a breach of his faithful agent...

Question_103 Does the Board's shared-responsibility framing - acknowledging XYZ Consultants' failure to ask about exam history - inappropriately dilute Engineer In...

Question_104 How does the analogical precedent from BER Case 03-6, in which Engineer F was found to have an obligation to disclose a contractor license revocation ...

Question_201 Does the Personal Privacy Right - as recognized in BER 19-1 regarding Engineer A's autism non-disclosure - conflict with the Objectivity and Truthfuln...

Question_202 Does the Omission Materiality Threshold principle - which could excuse silence on facts not directly solicited - conflict with the Honesty Standard Ap...

Question_203 Does the Employer Hiring Due Diligence principle - which places responsibility on XYZ Consultants to ask probing questions - conflict with the Pre-Emp...

Question_204 Does the Prudential Disclosure Self-Protection principle - which counsels Engineer Intern A to volunteer information in his own long-term relational i...

Question_301 From a deontological perspective, did Engineer Intern A fulfill his duty of honesty toward XYZ Consultants by remaining silent about two prior PE exam...

Question_302 From a consequentialist standpoint, did Engineer Intern A's silence about his prior exam failures produce a net harm to XYZ Consultants, the professio...

Question_303 Applying virtue ethics, did Engineer Intern A demonstrate the professional integrity and practical wisdom expected of an engineer-in-training when he ...

Question_304 From a deontological perspective, does the NSPE Code's prohibition on material misrepresentation by omission impose an affirmative duty on Engineer In...

Question_401 If Engineer Intern A had voluntarily disclosed his two prior PE exam failures at the interview, would XYZ Consultants have extended the job offer, and...

Question_402 What if XYZ Consultants had directly asked Engineer Intern A at the interview whether he had previously attempted the PE exam - would the Board's ethi...

Question_403 If Engineer Intern A had disclosed his two prior failures at the interview but XYZ Consultants had hired him anyway with a modified or extended licens...

Question_404 What if Engineer Intern A had passed the PE exam on his third attempt after being hired - would his pre-hire non-disclosure of two prior failures have...

Conclusions (17)

Conclusion_1 It was imprudent but not unethical for Engineer Intern A not to have mentioned at the interview his two previous failures to pass the PE exam, as the ...

Conclusion_101 The Board's 'imprudent but not unethical' finding rests on a question-dependent disclosure standard that, while defensible in isolation, fails to acco...

Conclusion_102 The Board's conclusion does not address the temporal dimension of Engineer Intern A's disclosure obligation, which shifts materially once he accepts t...

Conclusion_103 The Board's reasoning is further undermined by the analogical precedent established in BER Case 03-6, in which Engineer F was found to have an obligat...

Conclusion_201 In response to Q101: Engineer Intern A's silence about two prior PE exam failures did constitute an implicit misrepresentation that he was realistical...

Conclusion_202 In response to Q102: Engineer Intern A's affirmative duty to disclose his prior exam failures crystallized no later than the moment he accepted the jo...

Conclusion_203 In response to Q103: The Board's shared-responsibility framing - noting that XYZ Consultants failed to ask about exam history - does inappropriately d...

Conclusion_204 In response to Q104: BER Case 03-6, in which Engineer F was found to have an obligation to disclose a contractor license revocation on an employment a...

Conclusion_205 In response to Q201: The personal privacy right recognized in BER 19-1 - which protected Engineer A's non-disclosure of an autism diagnosis - does not...

Conclusion_206 In response to Q203 and Q204: The tension between the Employer Hiring Due Diligence principle and the Pre-Employment Qualification Disclosure principl...

Conclusion_207 In response to Q301 and Q304: From a deontological perspective, Engineer Intern A did not fully discharge his duty of honesty toward XYZ Consultants b...

Conclusion_208 In response to Q302: From a consequentialist standpoint, Engineer Intern A's silence about his prior exam failures produced a net harm that substantia...

Conclusion_209 In response to Q303: Applying virtue ethics, Engineer Intern A failed to demonstrate the professional integrity and practical wisdom expected of an en...

Conclusion_210 In response to Q402 and Q404: The Board's analysis reveals a troubling question-dependence in its disclosure standard that, if taken to its logical co...

Conclusion_301 The Board resolved the tension between the Personal Privacy Right and the Objectivity and Truthfulness Obligation by treating exam failure history as ...

Conclusion_302 The Employer Hiring Due Diligence principle and the Pre-Employment Qualification Disclosure principle were treated by the Board as mutually offsetting...

Conclusion_303 The tension between the Prudential Disclosure Self-Protection principle and the Faithful Agent Notification Obligation reveals a structural weakness i...

2D: Transformation Classification

stalemate 82%

LLM classification Phase 1 entities + 2C Q&C

Engineer Intern A is trapped between two simultaneously valid but incompatible rule-sets: the question-dependent disclosure standard (which permits silence when not asked) and the Code's affirmative material-omission prohibition (which operates independently of interrogation). XYZ Consultants is similarly trapped between its due-diligence responsibility as a hiring authority and its reasonable expectation of candor from a professional candidate. The Board's resolution does not move either party out of this configuration — it ratifies the stalemate by splitting moral responsibility between them, leaving the underlying normative conflict (whether honesty obligations are question-triggered or affirmatively independent) unresolved for future cases.

Reasoning

The Board's resolution produced a stalemate because it simultaneously acknowledged two valid but incompatible obligations — Engineer Intern A's privacy interest in his exam history and his honesty/faithful-agent duty to XYZ Consultants — without definitively resolving which prevails. The 'imprudent but not unethical' finding is precisely the hallmark of stalemate: both the omission-permissibility norm (no question was asked) and the material-misrepresentation prohibition (Code III.3.a) remain operative and unreconciled, leaving the tension structurally intact rather than resolved. Multiple Board conclusions (C2, C7, C15, C16) explicitly identify this irresolution, noting that the shared-responsibility framing distributes rather than resolves the competing obligations without establishing a clear priority rule.

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_Applied Despite Prior Failures Engineer Intern A's decision to apply despite two prior PE exam failures invokes the tension between a personal privacy right (as recognized in BER 19...

CausalLink_Omitted Prior Exam Failures at The active omission of two prior PE exam failures at the interview is the central ethical act of the case, simultaneously invoking the privacy right r...

CausalLink_Hired Without Asking About Exa XYZ Consultants' failure to inquire about prior PE exam attempt history during hiring violates the employer's own due diligence obligation to verify t...

CausalLink_Disclosed Third Exam Failure Disclosing the third exam failure to the supervisor fulfills the post-hire faithful agent and timely notification obligations because the failure trig...

Question Emergence (17)

QuestionEmergence_1 This question arose because the interview interaction produced a factual gap - two prior failures existed, no question was asked, no disclosure was ma...

QuestionEmergence_2 This question emerged because the 90-day licensure condition created a specific, time-bound performance promise that gave Engineer Intern A's prior fa...

QuestionEmergence_3 This question arose because the case presents a continuous timeline with multiple ethically salient inflection points - interview, offer, start date, ...

QuestionEmergence_4 This question arose because the Board's own reasoning introduced a structural tension: by noting XYZ Consultants' failure to ask, the Board implicitly...

QuestionEmergence_5 This question arose because BER 03-6 provides the closest available precedent for proactive disclosure of a negative qualification fact on an employme...

QuestionEmergence_6 This question emerged because Engineer Intern A's omission of two prior PE exam failures during the XYZ Consultants interview created a factual situat...

QuestionEmergence_7 This question arose because the hiring interaction contained a structural gap - XYZ Consultants extended a licensure-conditioned offer without asking ...

QuestionEmergence_8 This question emerged because the hiring transaction involved a bilateral failure: XYZ Consultants did not ask the probing questions that would have s...

QuestionEmergence_9 This question arose because the post-hire disclosure scenario presents a case where two normatively distinct warrant structures - one grounded in prud...

QuestionEmergence_10 This question arose because the 90-day licensure condition created a specific contractual-ethical nexus: Engineer Intern A's acceptance of that condit...

QuestionEmergence_11 This question arose because the sequence of data events - two prior failures, silent application, conditional hire, third failure, and regulatory bar ...

QuestionEmergence_12 This question emerged because the Board's finding created a gap between the legal-ethical minimum (no explicit duty to volunteer absent a direct quest...

QuestionEmergence_13 This question arose because the Board's analysis implicitly relied on a question-dependent disclosure standard - finding no ethical violation at the p...

QuestionEmergence_14 This question arose because the actual outcome - trust breakdown, regulatory bar, and unfillable licensure condition - was so clearly worse than any p...

QuestionEmergence_15 This question arose because the Board's 'imprudent but not unethical' finding implicitly endorsed a question-dependent disclosure standard, but that s...

QuestionEmergence_16 This question emerged because the Board's analysis was anchored entirely to the pre-hire omission as the ethical trigger, but the data sequence - two ...

QuestionEmergence_17 This question emerged because the Board's finding of 'imprudent but not unethical' sits at an unstable intersection between act-based and consequence-...

Resolution Patterns (17)

ResolutionPattern_1 The board concluded that because XYZ Consultants never asked about prior exam attempts, Engineer Intern A had no affirmative duty to volunteer that in...

ResolutionPattern_2 The dissenting analysis in C2 concluded that the board's question-dependent standard inadequately accounts for the materiality threshold embedded in I...

ResolutionPattern_3 The analysis in C3 concluded that even if the board's permissive pre-interview standard were accepted, a distinct and stronger disclosure obligation a...

ResolutionPattern_4 The analysis in C4 concluded that the board's failure to engage with BER Case 03-6 created an internal inconsistency in its ethical framework, because...

ResolutionPattern_5 The analysis in C5 concluded that Engineer Intern A's silence about two prior PE exam failures, combined with his affirmative statement of intent to s...

ResolutionPattern_6 The board concluded that Engineer Intern A's affirmative duty to disclose crystallized no later than the moment he accepted the offer, because accepta...

ResolutionPattern_7 The board concluded that distributing moral responsibility between Engineer Intern A's silence and XYZ Consultants' failure to probe improperly adopts...

ResolutionPattern_8 The board concluded that BER Case 03-6 provides strong analogical support for requiring Engineer Intern A to volunteer his exam failure history withou...

ResolutionPattern_9 The board concluded that the personal privacy right recognized in BER 19-1 does not extend to PE exam failure history because the two categories of in...

ResolutionPattern_10 The board concluded that the Employer Hiring Due Diligence principle and the Pre-Employment Qualification Disclosure principle should not be treated a...

ResolutionPattern_11 The board concluded that Engineer Intern A did not fulfill his duty of honesty because his implicit representation of being on track for licensure wit...

ResolutionPattern_12 The board concluded that Engineer Intern A's silence produced net harm substantially exceeding any short-term benefit, because the only benefit - secu...

ResolutionPattern_13 The board concluded that Engineer Intern A failed to demonstrate the professional integrity and practical wisdom expected of an engineer-in-training b...

ResolutionPattern_14 The board concluded that the question-dependent disclosure standard is analytically incoherent because the ethical character of the omission - its mat...

ResolutionPattern_15 The board resolved the privacy-versus-materiality tension by treating exam failure history as a qualification fact rather than a protected personal ch...

ResolutionPattern_16 The Board resolved Q8 and Q13 by finding that shared responsibility between employer and engineer was an appropriate framing, treating the employer's ...

ResolutionPattern_17 The Board resolved Q9 and Q12 by characterizing Engineer Intern A's non-disclosure as imprudent, implicitly framing the disclosure norm in prudential ...

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

Step 4: Case Synthesis

Pipeline Steps

Four-Phase Synthesis Pipeline

Phase 1 Entity Foundation

Pass 1: Contextual Framework

Pass 2: Normative Requirements

Pass 3: Temporal Dynamics

Phase 2 Analytical Extraction

2A: Code Provisions 6

2B: Precedent Cases 3

2C: Questions & Conclusions 17 17

2D: Transformation Classification

2E: Rich Analysis (Causal Links, Question Emergence, Resolution Patterns)

Phase 3 Decision Point Synthesis

Decision Point Synthesis (E1-E3 + Q&C Alignment + LLM)

Decision Points

Phase 4 Narrative Construction

Narrative Elements (Event Calculus + Scenario Seeds)