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
Employment—Questioning Ability Of Former Employer
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
183 entities
Pass 1: Contextual Framework
  • 16 Roles
  • 21 States
  • 15 Resources
Pass 2: Normative Requirements
  • 26 Principles
  • 14 Obligations
  • 31 Constraints
  • 38 Capabilities
Pass 3: Temporal Dynamics
  • 22 Temporal Dynamics
Phase 2 Analytical Extraction
2A: Code Provisions 4
LLM detect algorithmic linking Case text + Phase 1 entities
I.6. Conduct themselves honorably, responsibly, ethically, and lawfully so as to enhance the honor, reputation, and usefulness of the profession.
III.1.e. Engineers shall not promote their own interest at the expense of the dignity and integrity of the profession.
III.6. Engineers shall not attempt to obtain employment or advancement or professional engagements by untruthfully criticizing other engineers, or by other i...
III.7. Engineers shall not attempt to injure, maliciously or falsely, directly or indirectly, the professional reputation, prospects, practice, or employment...
2B: Precedent Cases 4
LLM extraction Case text
Case No. 86-5 analogizing
It is ethical for engineers who leave a firm to enter into independent contracts with clients, even when those engineers had worked on proposals for the former firm, provided they disclose the facts and resign properly.
Case No. 77-11 supporting
linked
Engineers who leave a firm and found a new firm may contact former clients without violating the NSPE Code, but violate the Code if they exploit specialized knowledge gained during their prior employment to compete against the former firm.
Case No. 79-10 supporting
An engineer employed by a firm winding down its operations may ethically seek to offer services to complete projects under his own responsibility and risk without the concurrence of the principal of the employing firm.
BER Case No. 97-2 distinguishing
linked
When a client affirmatively approaches and encourages an engineer to open an independent firm and offers a retainer, this client impetus can mitigate concerns about the engineer competing against a former employer.
2C: Questions & Conclusions 19 28
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 offer a position to Engineer C?
Question_2 Was it ethical for Engineer A to make representations to Firm X’s clients that because Engineer C is going to be leaving Firm X to work for Firm Y, Fi...
Question_101 Did Engineer A's departure representation - that he would operate a one-person consulting firm and would not compete with Firm X - create a binding et...
Question_102 Is Engineer B's motivation for reporting Engineer A's misconduct to a licensing board ethically relevant, and does a competitive interest in the outco...
Question_103 Even if Engineer A's statements about Firm X being 'hard pressed' were technically accurate at the moment of utterance, does the fact that Engineer A ...
Question_104 Does Engineer C bear any independent ethical obligation to disclose to Firm X that Engineer A's representations to clients about her departure were ma...
Question_201 Does the principle of free and open competition - which permits Engineer A to recruit Engineer C and solicit Firm X's clients - conflict with the self...
Question_202 Does the at-will employment symmetry principle - which grants Engineer C full freedom to accept Engineer A's offer - conflict with the client autonomy...
Question_203 Does the tripartite interest balancing principle - which requires fair consideration of Engineer A's competitive interests, Firm X's continuity intere...
Question_204 Does the engineering self-policing obligation invoked by Engineer B conflict with the honesty in professional representations principle when Engineer ...
Question_301 From a deontological perspective, did Engineer A violate a categorical duty of honesty by making representations about Firm X's capacity that he knew ...
Question_302 From a deontological perspective, did Engineer A's voluntary pre-departure representation that he would not compete with Firm X create a binding moral...
Question_303 From a consequentialist perspective, did Engineer A's strategy of recruiting Engineer C and then leveraging her anticipated departure to disparage Fir...
Question_304 From a virtue ethics perspective, did Engineer A demonstrate the professional character traits of integrity and collegiality when he used insider know...
Question_305 From a virtue ethics perspective, does Engineer B's decision to report Engineer A's misconduct to the licensing board reflect genuine professional sel...
Question_401 If Engineer A had disclosed to Firm X before departing that he intended to establish a firm that would compete for the same clients and potentially re...
Question_402 If Engineer C had ultimately declined Engineer A's offer and remained at Firm X, would Engineer A's statements to Firm X's clients about Firm X being ...
Question_403 If Firm X's clients had independently approached Engineer A and asked him to assess Firm X's capacity to complete ongoing projects - rather than Engin...
Question_404 If Engineer A had recruited Engineer C without making any disparaging statements to Firm X's clients - relying solely on Firm Y's own merits to attrac...
Conclusions (28)
Conclusion_1 It was ethical for Engineer A to offer a position to Engineer C.
Conclusion_2 It was not ethical for Engineer A to make representations that because Engineer C is going to be leaving Firm X to work for Firm Y, that Firm X will b...
Conclusion_101 Beyond the Board's finding that it was ethical for Engineer A to offer a position to Engineer C, the ethical permissibility of that recruitment rests ...
Conclusion_102 The Board's approval of Engineer A's offer to Engineer C should be read subject to an implicit temporal and representational constraint that the Board...
Conclusion_103 The Board's finding that it was not ethical for Engineer A to make representations to Firm X's clients that Firm X would be 'hard pressed' to perform ...
Conclusion_104 The Board's conclusion on the client disparagement question implicitly resolves, but does not openly address, the tension between the client autonomy ...
Conclusion_105 Neither of the Board's explicit conclusions addresses the ethical position of Engineer B, whose decision to report Engineer A's misconduct to a licens...
Conclusion_106 A dimension of the case that the Board's conclusions leave entirely unaddressed is the independent ethical position of Engineer C. Engineer C is treat...
Conclusion_201 In response to Q101: Engineer A's pre-departure representation that he would operate a one-person consulting firm and would not compete with Firm X cr...
Conclusion_202 In response to Q102: Engineer B's competitive motivation for reporting Engineer A's misconduct to a licensing board is ethically relevant but does not...
Conclusion_203 In response to Q103: Even if Engineer A's statements about Firm X being 'hard pressed' were technically accurate at the moment of utterance, the self-...
Conclusion_204 In response to Q104: Engineer C bears a limited but real independent ethical obligation in this scenario. If Engineer A's representations to Firm X's ...
Conclusion_205 In response to Q201: The principle of free and open competition does conflict with the self-caused incapacity non-exploitation principle in this case,...
Conclusion_206 In response to Q202: The at-will employment symmetry principle - which grants Engineer C full freedom to accept Engineer A's offer - does conflict wit...
Conclusion_207 In response to Q203: The tripartite interest balancing principle does create tension with the prohibition on reputation injury through competitive cri...
Conclusion_208 In response to Q204: The conflict between Engineer B's self-policing obligation and the honesty in professional representations principle is real but ...
Conclusion_209 In response to Q301: From a deontological perspective, Engineer A violated a categorical duty of honesty by making representations about Firm X's capa...
Conclusion_210 In response to Q302: From a deontological perspective, Engineer A's voluntary pre-departure representation that he would not compete with Firm X creat...
Conclusion_211 In response to Q303: From a consequentialist perspective, Engineer A's strategy of recruiting Engineer C and then leveraging her anticipated departure...
Conclusion_212 In response to Q304: From a virtue ethics perspective, Engineer A failed to demonstrate the professional character traits of integrity and collegialit...
Conclusion_213 In response to Q305: From a virtue ethics perspective, Engineer B's decision to report Engineer A's misconduct to the licensing board reflects a mixtu...
Conclusion_214 In response to Q401: If Engineer A had disclosed to Firm X before departing that he intended to establish a firm that would compete for the same clien...
Conclusion_215 In response to Q402: If Engineer C had ultimately declined Engineer A's offer and remained at Firm X, Engineer A's statements to Firm X's clients abou...
Conclusion_216 In response to Q403: If Firm X's clients had independently approached Engineer A and asked him to assess Firm X's capacity to complete ongoing project...
Conclusion_217 In response to Q404: If Engineer A had recruited Engineer C without making any disparaging statements to Firm X's clients - relying solely on Firm Y's...
Conclusion_301 The tension between free and open competition - which unambiguously permits Engineer A to recruit Engineer C and solicit Firm X's clients - and the se...
Conclusion_302 The at-will employment symmetry principle - which grants Engineer C full freedom to accept Engineer A's offer and grants Engineer A full freedom to ex...
Conclusion_303 The tripartite interest balancing principle - which requires fair consideration of Engineer A's competitive interests, Firm X's continuity interests, ...
2D: Transformation Classification
transfer 74%
LLM classification Phase 1 entities + 2C Q&C

Engineer A entered the scenario bearing diffuse, self-managed professional obligations — to honor his departure representation, to compete without disparagement, and to avoid exploiting self-caused conditions. The Board's resolution collapsed those diffuse obligations into adjudicated violations and transferred the operative responsibility for enforcement and sanction to the licensing board. Engineer B's self-policing act served as the mechanism of transfer: by reporting to the licensing board, Engineer B shifted the locus of obligation from the informal professional peer layer to the formal regulatory institution. The ethical situation moved from a scenario set governed by voluntary professional norms to one governed by formal disciplinary rules — a clean transfer between scenario sets, not a persistent tension or cyclical alternation.

Reasoning

The Board's resolution effected a clean directional shift of ethical accountability: Engineer A's obligations — which had been ambiguously distributed across competitive freedom, representational fidelity, and self-policing norms — were resolved into definitive violations assigned to Engineer A, while the regulatory and enforcement burden transferred to the licensing board as the appropriate institutional authority. The Board did not leave the competing obligations in tension (stalemate) nor did it establish a recurring cycle of responsibility (oscillation); it rendered determinate conclusions that relocated the duty to act from the profession's informal self-policing layer to the formal disciplinary apparatus. This matches the Transfer pattern — 'shifts from a scenario set to a new one' — because Engineer A's prior ethical obligations (honesty in representations, non-exploitation of self-caused conditions) were adjudicated and the residual enforcement responsibility passed to the licensing board, relieving the informal professional community of the burden of managing the violation.

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_Departure Non-Competition Repr Engineer A's voluntary representation at departure that he would not compete with Firm X created a binding professional integrity constraint that was ...
CausalLink_Recruiting Firm X Employee Engineer A's recruitment of Engineer C from Firm X violates the self-caused incapacity non-exploitation principle because Engineer A deliberately engi...
CausalLink_Disparaging Firm X to Clients Engineer A's statements to Firm X's clients implying Firm X would be 'hard pressed' to fulfill obligations following Engineer C's departure constitute...
CausalLink_Engineer C Accepts Employment Engineer C's acceptance of employment at Firm Y is ethically permissible under at-will employment symmetry principles because Engineer C possessed no ...
Question Emergence (19)
QuestionEmergence_1 The question emerged because Engineer A's departure representation created a self-imposed constraint that the at-will employment framework would not o...
QuestionEmergence_2 The question emerged because Engineer A's statements occupy the contested boundary between permissible competitive communication and prohibited reputa...
QuestionEmergence_3 The question emerged because Engineer A made a voluntary representation that neither party formalized, leaving its binding force, scope, and duration ...
QuestionEmergence_4 The question emerged because Engineer B occupies a dual position as both the party with the clearest professional obligation to report and the party w...
QuestionEmergence_5 The question emerged because the ethical analysis of Engineer A's client statements cannot be conducted in isolation from the prior act of recruitment...
QuestionEmergence_6 This question arose because Engineer A's client solicitation conduct created a false factual record about Engineer C's departure that Engineer C did n...
QuestionEmergence_7 This question emerged because the free and open competition principle and the self-caused incapacity non-exploitation principle share the same factual...
QuestionEmergence_8 This question arose because the at-will employment symmetry principle was designed to protect individual engineer mobility from employer restriction, ...
QuestionEmergence_9 This question emerged because the tripartite interest balancing principle, which was developed to fairly weigh competing interests in engineer departu...
QuestionEmergence_10 This question arose because the engineering self-policing obligation was designed as a good-faith professional duty, not as a competitive instrument, ...
QuestionEmergence_11 This question emerged because Engineer A's client solicitation statements occupied the contested boundary between permissible competitive commentary a...
QuestionEmergence_12 This question arose because the data revealed a gap between Engineer A's stated intention at departure and his subsequent competitive actions, forcing...
QuestionEmergence_13 This question emerged because Engineer A's conduct was not a single act but a coordinated strategy whose individual components each had plausible ethi...
QuestionEmergence_14 This question arose because the virtue-ethics frame demanded evaluation not just of Engineer A's acts but of the character they revealed - specificall...
QuestionEmergence_15 This question emerged because the data placed Engineer B in a structural conflict of interest at the moment of exercising a genuine professional duty:...
QuestionEmergence_16 This question emerged because the Board's analysis condemned Engineer A's non-compete misrepresentation and his recruitment of Engineer C as linked vi...
QuestionEmergence_17 This question arose because the Board's condemnation of Engineer A's capacity disparagement was analytically fused with the self-caused incapacity exp...
QuestionEmergence_18 This question emerged because the Board's analysis explicitly noted the absence of client-impetus as an aggravating factor in Engineer A's case, invok...
QuestionEmergence_19 This question emerged because the Board's analysis treated Engineer A's three violations - the non-compete misrepresentation, the recruitment of Engin...
Resolution Patterns (28)
ResolutionPattern_1 The board concluded that Engineer A's statements were not merely competitively aggressive but constituted artful misrepresentation because he omitted ...
ResolutionPattern_2 The board concluded that the offer to Engineer C was ethical in isolation because she was an at-will employee without restrictive covenants or special...
ResolutionPattern_3 The board concluded that the approval of the offer to Engineer C must be read as addressing only the narrow question of Engineer C's at-will status an...
ResolutionPattern_4 The board concluded that it was ethical for Engineer A to offer a position to Engineer C because she was an at-will employee without a non-compete agr...
ResolutionPattern_5 The board concluded that it was not ethical for Engineer A to represent to Firm X's clients that Firm X would be 'hard pressed' to perform successfull...
ResolutionPattern_6 The board concluded that Engineer A's capacity disparagement of Firm X was ethically impermissible because the two conditions that might otherwise red...
ResolutionPattern_7 The board implicitly resolved this question by treating the self-policing obligation as robust enough to survive mixed motives while acknowledging tha...
ResolutionPattern_8 The board's framework left Engineer C's obligations entirely unaddressed, and this conclusion fills that gap by identifying that if Engineer C became ...
ResolutionPattern_9 The board concluded that Engineer A's pre-departure representation was not merely a statement of present intent but a voluntary assumption of a moral ...
ResolutionPattern_10 The board concluded that Engineer B's competitive motivation is ethically relevant but not determinative - the self-policing obligation survives becau...
ResolutionPattern_11 The board concluded that even technically accurate statements become ethically impermissible when the speaker is the proximate cause of the condition ...
ResolutionPattern_12 The board concluded that Engineer C bears a limited but genuine independent ethical obligation because her silence in the face of known material misre...
ResolutionPattern_13 The board concluded that the conflict between free competition and the self-caused incapacity non-exploitation principle is resolved against Engineer ...
ResolutionPattern_14 The board concluded that the at-will employment symmetry principle and the client autonomy principle do conflict but are resolved by analytical separa...
ResolutionPattern_15 The board concluded that while the tripartite interest balancing principle creates genuine tension with the prohibition on reputation injury - because...
ResolutionPattern_16 The board concluded that Engineer B's competitive motive does not nullify the self-policing obligation but instead triggers a heightened duty of accur...
ResolutionPattern_17 The board concluded that Engineer A violated a categorical duty of honesty because his representations framed a self-engineered contingent condition a...
ResolutionPattern_18 The board concluded that Engineer A's pre-departure voluntary representation created a binding moral duty independent of any contractual non-compete a...
ResolutionPattern_19 The board concluded that Engineer A's strategy produced net harm across all affected parties - Firm X, its clients, Engineer C, and the engineering pr...
ResolutionPattern_20 The board concluded that Engineer A failed to demonstrate integrity or collegiality because his conduct reflected not merely discrete rule violations ...
ResolutionPattern_21 The board concluded that Engineer B's reporting reflects partial rather than pure virtue because competitive self-interest compromises the purity of t...
ResolutionPattern_22 The board concluded that prior honest disclosure would have preserved the ethical permissibility of recruiting Engineer C - since that permissibility ...
ResolutionPattern_23 The board concluded that Engineer A's capacity disparagement statements would remain an ethical violation even if Engineer C had declined and stayed a...
ResolutionPattern_24 The board concluded that client-initiated inquiry would have produced a somewhat more favorable ethical analysis by removing the proactive solicitatio...
ResolutionPattern_25 The board concluded that the absence of disparagement would not have altered the affirmative conclusion on Question 1 - since that conclusion rests on...
ResolutionPattern_26 The Board concluded that while free and open competition unambiguously permits Engineer A to recruit staff and solicit clients, it does not extend to ...
ResolutionPattern_27 The Board concluded that Engineer C's freedom to depart and Engineer A's freedom to hire her remained ethically unimpeachable because the ethical qual...
ResolutionPattern_28 The Board concluded that the tripartite interest balance does not function as a simple utilitarian calculus in which clients' genuine informational in...
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

© Licensed under the GNU GPL v3 | Report Issue