Step 4: Case Synthesis

Build a coherent case model from extracted entities

Back to Case

Statements in Employee Resume

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

70 entities

Pass 1: Contextual Framework

8 Roles
11 States
2 Resources

Pass 2: Normative Requirements

3 Principles
3 Obligations
3 Constraints
8 Capabilities

Pass 3: Temporal Dynamics

32 Temporal Dynamics

Phase 2 Analytical Extraction

2A: Code Provisions 0

LLM detect algorithmic linking Case text + Phase 1 entities

No provisions extracted yet.

2B: Precedent Cases 0

LLM extraction Case text

No precedent cases extracted yet.

2C: Questions & Conclusions 12 11

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

Questions (12)

Question_1 Was Doe in violation of the code for rewriting his employment resume to emphasize his managerial and administrative experience and play down his techn...

Question_101 Where is the line between legitimately reframing genuine experience for emphasis and materially misrepresenting one's actual qualifications on a resum...

Question_102 Does Doe's self-belief that he could perform satisfactorily at a higher managerial level, despite only minor prior managerial experience, justify pres...

Question_103 Should the New Employer bear some responsibility for verifying the accuracy of managerial claims in a resume before making a hiring decision, rather t...

Question_104 Does the structural failure of the aerospace industry job market (mass layoffs, contract terminations) to absorb specialized engineers create a mitiga...

Question_201 How should Honesty in Resume Presentation be balanced against an applicant's need to strategically emphasize genuinely-held but minor experience in or...

Question_202 Does Honesty in Employment Qualifications conflict with Honesty in Resume Presentation when an applicant selectively omits or downplays true technical...

Question_301 From a deontological perspective, did John Doe fulfill his duty of resume accuracy even while shifting emphasis away from his technical experience tow...

Question_302 From a consequentialist perspective, did the fact that Doe's new resume led to legitimate re-employment in his field of technical expertise justify th...

Question_303 Did John Doe act with professional integrity, in the virtue-ethical sense, when he reframed genuine but minor managerial experience as a significant q...

Question_401 If Doe had had no managerial or administrative experience at all in his former employment, rather than the minor experience the case describes, would ...

Question_402 If Doe's new job had actually required him to perform substantial management duties rather than duties in his general field of technical expertise, wo...

Conclusions (11)

Conclusion_1 Doe was not in violation of the code for rewriting his employment resume to emphasize his managerial and administrative experience and play down his t...

Conclusion_101 The Board's finding rests on a critical distinction between reframing genuine experience and fabricating false experience: Doe did not claim manageria...

Conclusion_102 The Board's conclusion implicitly places the burden of qualification verification on the hiring employer rather than solely on the applicant's self-pr...

Conclusion_103 The Board's non-violation finding may be partly contingent on the favorable outcome that Doe was ultimately hired into a position within his genuine f...

Conclusion_201 The line between legitimate emphasis and material misrepresentation (Q101) turns on whether the underlying facts stated remain true, even if their pro...

Conclusion_202 Regarding Q102, Doe's self-belief in his capacity to perform at a higher managerial level does not by itself justify characterizing minor managerial d...

Conclusion_203 On Q103, the New Employer bears some practical responsibility for verifying claims through reference checks or interviews, but this due-diligence expe...

Conclusion_204 Concerning Q104, the structural collapse of aerospace hiring due to mass layoffs provides important context explaining why Doe felt compelled to revis...

Conclusion_301 The apparent conflict between Honesty in Resume Presentation and Honesty in Employment Qualifications is resolved by treating truthfulness as a factua...

Conclusion_302 This case establishes that principle prioritization in resume ethics favors factual non-fabrication over proportional or exhaustive disclosure: an app...

Conclusion_303 The unresolved tension in this case is not between two competing ethical principles but between ethical minimalism (avoiding falsehood) and a stricter...

2D: Transformation Classification

stalemate 72%

LLM classification Phase 1 entities + 2C Q&C

Doe and the New Employer are each left with standing, partially overlapping obligations—Doe's narrow duty not to fabricate facts and the employer's practical duty to verify claims—that the Board declines to rank or fully reconcile, while the deeper normative tension between minimal honesty and fuller transparency is explicitly left open as aspirational rather than enforceable, trapping the case in a persistent dual-obligation structure rather than resolving it via handoff or cyclical shift.

Reasoning

The Board's ruling does not cleanly resolve competing obligations but leaves them coexisting: Doe's duty of resume accuracy is affirmed as satisfied on narrow factual grounds, yet the Board simultaneously acknowledges the employer's verification responsibility (C3) without diminishing Doe's own duty (C7), and explicitly concedes an 'unresolved tension' between minimalist honesty and an aspirational transparency ideal (C11). No stakeholder's obligation is discharged and handed off to another in a clean way; instead, multiple valid obligations (factual non-fabrication, employer due diligence, aspirational transparency) remain simultaneously in play, unprioritized.

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_Specialized Job Search Specialized Job Search carries no explicit normative weight itself but sets up the downstream Specialized Search Failure that triggers the counselor's...

CausalLink_Career Redirection Advice Career Redirection Advice has no stated fulfillment or violation because it functions as a causal trigger for John Doe's subsequent pursuit of a manag...

CausalLink_Managerial Position Pursuit Managerial Position Pursuit is treated as normatively neutral since it is simply John Doe's autonomous career choice following counseling, even though...

CausalLink_Resume Revision Resume Revision lacks a direct fulfills or violates tag despite causing both Employment Obtained and a Code Interpretation Ruling, indicating that the...

CausalLink_Hiring Decision Hiring Decision is recorded without normative edges because the employer's choice to hire, though downstream of the resume revision, is treated as a s...

CausalLink_Code Interpretation Ruling Because the Code Interpretation Ruling was issued in response to John Doe's Resume Revision, its guidance by Protection of Employer from Deception mat...

Question Emergence (12)

QuestionEmergence_1 The question arose because economic necessity following mass layoff and repeated rejections created pressure to reframe legitimate but partial experie...

QuestionEmergence_2 The question emerged because economic necessity pushed Doe to reframe his resume under employment scarcity and an advisor's suggestion, creating a gap...

QuestionEmergence_3 The question arises because Doe's genuine belief in his managerial potential collides with the objective minorness of his actual managerial experience...

QuestionEmergence_4 The question arises because the NSPE Code of Ethics addresses applicant honesty but is silent on employer verification duties, leaving a gap between i...

QuestionEmergence_5 The question arises because Doe's twelve year layoff and repeated rejections in a collapsed specialized market create sympathy for treating his resume...

QuestionEmergence_6 The question arose because economic necessity created pressure to reframe genuine but limited experience in a way that serves Doe's interests, and thi...

QuestionEmergence_7 The question arises because Doe's layoff and job search forced him into a resume strategy that satisfies career necessity and belief in his own capabi...

QuestionEmergence_8 The question arises because Doe's resume revision sits at the boundary between honest emphasis and misrepresentation, and because his employment couns...

QuestionEmergence_9 The question arises because the same facts, a desperate job search ending in successful hire, can be read either through the lens of beneficial result...

QuestionEmergence_10 The question arises because the same resume revision event can be assessed either as a technical violation of resume accuracy norms or as a virtuous, ...

QuestionEmergence_11 The question arises because the Board's original non-violation finding implicitly depended on Doe possessing some minor managerial competence, so alte...

QuestionEmergence_12 The question arises because the Board's ruling rested on the fortunate fact that Doe's actual duties stayed within his technical field, leaving open w...

Resolution Patterns (11)

ResolutionPattern_1 Given that Doe's managerial and administrative experience was real though modest, and that he was driven by a scarce job market to seek reemployment, ...

ResolutionPattern_2 Because Doe reweighted rather than invented his experience, the Board inferred that the Code's prohibition targets factual fabrication rather than rhe...

ResolutionPattern_3 Since the New Employer conducted its own hiring process and Doe made no false statements, the Board's non-violation finding implies that responsibilit...

ResolutionPattern_4 Because Doe ended up working in his true technical field rather than in a demanding managerial capacity, the Board's non-violation conclusion may depe...

ResolutionPattern_5 Given that Doe's resume shifted emphasis but not the underlying truth of his duties, the Board drew the legitimate-emphasis versus misrepresentation l...

ResolutionPattern_6 Given that Doe's managerial duties, however minor, genuinely existed, the Board concluded that his confident self-assessment merely explains why he ch...

ResolutionPattern_7 Because professional codes of ethics bind the engineer directly, the Board reasoned that even though the New Employer could have reduced risk through ...

ResolutionPattern_8 Given that Doe faced a collapsed aerospace hiring market, the Board recognized this context as explaining why he revised his resume, but concluded tha...

ResolutionPattern_9 Because Doe's managerial duties were real, the Board treated reframing their prominence as a presentation strategy fully compatible with Honesty in Em...

ResolutionPattern_10 Since Doe never claimed experience or credentials beyond what he actually had, the Board concluded that selectively foregrounding true minor experienc...

ResolutionPattern_11 Given that Doe had real, if minor, managerial experience, was displaced by structural market failure beyond his control, and sincerely believed he cou...

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
-

E2
Action Mapping
-

E3
Composition
-

Q&C
Alignment
-

LLM
Refinement
-

Phase 4 Narrative Construction

Narrative Elements (Event Calculus + Scenario Seeds)

algorithmic base LLM enhancement Phase 1 entities + Phase 3 decision points

4.1
Characters
-

4.2
Timeline
-

4.3
Conflicts
-

4.4
Decisions
-

Review Entities & Commit View Synthesis