Step 4: Case Synthesis
Build a coherent case model from extracted entities
Public Welfare - Knowledge of Information Damaging to Client's Interest
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
176 entitiesPass 1: Contextual Framework
- 9 Roles
- 19 States
- 14 Resources
Pass 2: Normative Requirements
- 30 Principles
- 24 Obligations
- 18 Constraints
- 35 Capabilities
Pass 3: Temporal Dynamics
- 27 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 1
LLM extraction
Case text
Case No. 67-10
supporting
linked
2C: Questions & Conclusions 17 21
Board text parsed
LLM analytical Q&C
LLM Q-C linking
Case text + 2A provisions
Questions (17)
Question_1
Does Doe have an ethical obligation to report his findings to the authority upon learning of the hearing?
Question_101
Does XYZ Corporation's instruction to Doe not to produce a written report itself constitute unprofessional conduct that Doe has an independent obligat...
Question_102
Would Doe's ethical obligation to report his findings to the authority have existed even before the public hearing was scheduled - that is, does the o...
Question_103
To what extent does XYZ Corporation's full payment upon termination create a moral hazard - effectively purchasing Doe's silence - and does the accept...
Question_104
Had Doe produced and delivered a written report to XYZ Corporation before the contract was terminated, would the corporation's subsequent suppression ...
Question_201
Does the Faithful Agent Obligation Fulfilled by Verbal Advice to XYZ conflict with the Proactive Risk Disclosure Obligation to the State Pollution Con...
Question_202
Does the Confidentiality Non-Applicability to Public Danger Disclosure conflict with the Faithful Agent Obligation Fulfilled Then Superseded By Ethica...
Question_203
Does the Misleading Data Correction Obligation Triggered by XYZ Hearing Presentation conflict with the Scope-of-Work Limitation Defense Rejected for C...
Question_204
Does the Client Report Suppression Prohibition Triggered by XYZ Instruction conflict with the Ethics Code Expansive Interpretation Canon Applied to Pl...
Question_301
From a deontological perspective, did Engineer Doe fulfill his categorical duty to public safety by limiting his disclosure to a verbal advisory to XY...
Question_302
From a consequentialist perspective, does the potential environmental harm to the public from below-standard wastewater discharge outweigh the economi...
Question_303
From a virtue ethics perspective, did Engineer Doe demonstrate the professional integrity and courage expected of a competent engineer when he acquies...
Question_304
From a deontological perspective, does the contract termination by XYZ Corporation legally extinguish Doe's professional duty to report findings that ...
Question_401
If Engineer Doe had insisted on producing and submitting a written report to XYZ Corporation before the contract was terminated, would XYZ Corporation...
Question_402
If XYZ Corporation had not presented data at the public hearing that contradicted Doe's findings - for example, if it had simply declined to participa...
Question_403
If Engineer Doe had refused the consulting engagement at the outset upon learning that XYZ Corporation sought a study primarily to support a predeterm...
Question_404
If Doe had disclosed his findings to the State Pollution Control Authority immediately after XYZ Corporation terminated his contract and instructed hi...
Conclusions (21)
Conclusion_1
Doe has an ethical obligation to report his findings to the authority upon learning of the hearing.
Conclusion_101
The Board's conclusion that Doe has an ethical obligation to report his findings upon learning of the hearing implicitly establishes that the triggeri...
Conclusion_102
The Board's conclusion does not address whether XYZ Corporation's instruction to Doe not to produce a written report itself constitutes an independent...
Conclusion_103
The Board's conclusion leaves unresolved a significant moral hazard embedded in the facts: XYZ Corporation paid Doe in full upon terminating the contr...
Conclusion_201
In response to Q101: XYZ Corporation's instruction to Doe not to produce a written report constitutes an independent act of unprofessional conduct tha...
Conclusion_202
In response to Q102: Doe's ethical obligation to report his findings to the State Pollution Control Authority arose at the moment he concluded that th...
Conclusion_203
In response to Q103: XYZ Corporation's full payment upon termination creates a significant moral hazard but does not legally or ethically constrain Do...
Conclusion_204
In response to Q104: Had Doe produced and delivered a written report to XYZ Corporation before the contract was terminated, the corporation's subseque...
Conclusion_205
In response to Q201: The faithful agent obligation and the proactive public safety disclosure obligation are not merely in tension - they operate on a...
Conclusion_206
In response to Q202: The threshold at which confidentiality yields to public safety disclosure does not require evidence of imminent or irreversible h...
Conclusion_207
In response to Q203: XYZ Corporation's argument that Doe's engagement was limited in scope and therefore his findings lack sufficient authority to con...
Conclusion_208
In response to Q301: From a deontological perspective, Engineer Doe did not fulfill his categorical duty to public safety by limiting his disclosure t...
Conclusion_209
In response to Q302: From a consequentialist perspective, the potential environmental harm to the public from below-standard wastewater discharge clea...
Conclusion_210
In response to Q303: From a virtue ethics perspective, Engineer Doe failed to demonstrate the professional integrity and courage expected of a compete...
Conclusion_211
In response to Q304: From a deontological perspective, the contract termination by XYZ Corporation does not extinguish Doe's professional duty to repo...
Conclusion_212
In response to Q401: If Doe had insisted on producing and submitting a written report to XYZ Corporation before the contract was terminated, it is unl...
Conclusion_213
In response to Q402: If XYZ Corporation had not presented misleading data at the public hearing - for example, if it had simply declined to participat...
Conclusion_214
In response to Q404: If Doe had disclosed his findings to the State Pollution Control Authority immediately after XYZ Corporation terminated his contr...
Conclusion_301
The tension between the Faithful Agent Obligation and the Paramount Duty to Public Safety was resolved sequentially rather than simultaneously in this...
Conclusion_302
The confidentiality principle, which ordinarily protects client-specific information developed during a professional engagement, was rendered inapplic...
Conclusion_303
This case establishes a critical principle-prioritization hierarchy for post-termination engineering obligations: contract termination by a client doe...
LLM classification
Phase 1 entities + 2C Q&C
A sequential, one-directional transfer of operative obligation: Doe's duty ran first to XYZ Corporation as faithful agent; upon XYZ's refusal to act and subsequent presentation of misleading data, that duty was exhausted and the obligation to act on Doe's findings transferred to the regulatory authority relationship — Doe now owes disclosure to the State Pollution Control Authority, which in turn bears the enforcement burden. The original party (XYZ) is not merely relieved of a duty it never accepted; rather, its misconduct accelerated and compelled the transfer, making the Authority the sole legitimate recipient of the obligation to act on the confirmed findings.
Reasoning
The Board's resolution effectuates a clean directional shift of the operative ethical obligation: Doe's faithful agent duty to XYZ Corporation was fully discharged by his verbal advisory, and upon that discharge the controlling obligation transferred outward — from the client-facing domain to the public-safety domain, with the State Pollution Control Authority becoming the rightful recipient of Doe's findings. This is not a stalemate because the Board did not leave the competing duties unresolved; it sequentially extinguished the client-loyalty obligation and activated the public-safety disclosure obligation, producing a definitive handoff. The pattern matches Transfer because a specific duty — the obligation to act on Doe's completed engineering findings — moved from XYZ Corporation (who bore the first-resort opportunity to correct the problem) to the State Pollution Control Authority (who now bears enforcement responsibility upon receiving Doe's disclosure).
LLM batched analysis
label-to-URI resolution
Phase 1 entities + 2C Q&C + 2A provisions
Causal-Normative Links (5)
CausalLink_Hiring Doe for Compliance Stud
XYZ Corporation initiates the compliance study to meet its regulatory permit deadline obligation, thereby engaging Doe as a faithful agent/trustee who...
CausalLink_Verbally Advising Client of Ad
Doe partially fulfills his faithful agent obligation by verbally disclosing adverse findings to XYZ, but the verbal-only format - without a written re...
CausalLink_Terminating Contract and Suppr
XYZ Corporation's termination of Doe's contract and instruction to suppress the written report constitutes the central ethical violation of this case,...
CausalLink_Presenting False Compliance Da
XYZ Corporation's presentation of false compliance data at the public hearing directly triggers Doe's contradictory hearing data correction obligation...
CausalLink_Deciding Whether to Report Fin
Doe's decision whether to report findings to the State Pollution Control Authority is the ethical crux of the entire case, where the convergence of pu...
Question Emergence (17)
QuestionEmergence_1
This question emerged because the data sequence - adverse findings, contract termination, and then false public testimony - created a gap between when...
QuestionEmergence_2
This question arose because the data - XYZ's explicit instruction not to produce a written report - constitutes a second, analytically separable ethic...
QuestionEmergence_3
This question emerged because the data contains two distinct trigger events - confirmed findings and false public testimony - separated in time, forci...
QuestionEmergence_4
This question emerged because the payment event introduced a financial entanglement into what would otherwise be a straightforward post-termination re...
QuestionEmergence_5
This question emerged because the factual distinction between a suppressed completed report and a never-produced report creates a potential asymmetry ...
QuestionEmergence_6
This question arose because Doe performed a single communicative act - verbal advice - that is simultaneously the completion event for his faithful-ag...
QuestionEmergence_7
This question emerged because the same dataset - a confirmed discharge violation and a suppression instruction - simultaneously satisfies the factual ...
QuestionEmergence_8
This question arose because the event of false data being presented publicly converts Doe from a discharged consultant into a potential corrective wit...
QuestionEmergence_9
This question emerged because the expansive-interpretation canon, designed to protect the public by broadening the scope of reportable engineering wor...
QuestionEmergence_10
This question arose because deontological ethics requires identifying the correct duty-bearer and beneficiary before assessing fulfilment, and the fac...
QuestionEmergence_11
This question emerged because Doe's adverse findings created a collision between two independently valid ethical warrants - public-welfare maximizatio...
QuestionEmergence_12
This question arose because Doe's acquiescence sits at the intersection of two virtue-ethics character ideals - integrity and loyalty - that point in ...
QuestionEmergence_13
This question emerged because contract termination created a structural gap in the deontological framework: the NSPE Code imposes categorical duties b...
QuestionEmergence_14
This question arose because the sequence of Doe's acquiescence to the no-written-report instruction and XYZ's subsequent misleading hearing presentati...
QuestionEmergence_15
This question emerged because stripping away XYZ's misleading hearing presentation removes the most obvious triggering condition for Doe's disclosure ...
QuestionEmergence_16
This question emerged because the data of XYZ hiring Doe under regulatory deadline pressure for a study framed around compliance support created a str...
QuestionEmergence_17
This question emerged because the sequential data events - suppression instruction at termination, then false data at public hearing - created two dis...
Resolution Patterns (21)
ResolutionPattern_1
The board concluded that Doe's ethical obligation to report was triggered upon learning of the hearing because XYZ Corporation's presentation of misle...
ResolutionPattern_2
The board's reasoning in C1 was recharacterized here as identifying the latest permissible moment for disclosure rather than the earliest, because Doe...
ResolutionPattern_3
The board should have concluded - but did not - that XYZ Corporation's instruction to suppress the written report was itself an act of unprofessional ...
ResolutionPattern_4
The board should have explicitly addressed and rejected the inference that full payment upon termination could discharge or constrain Doe's public saf...
ResolutionPattern_5
The board concluded in C5 that XYZ Corporation's instruction to suppress the written report crossed from permissible client direction into independent...
ResolutionPattern_6
The board concluded that Doe's obligation to report arose at the moment he confirmed the discharge would violate established standards, not merely whe...
ResolutionPattern_7
The board concluded that XYZ's full payment created a real moral hazard and may have been structured as an inducement to acquiesce in suppression, but...
ResolutionPattern_8
The board concluded that had a written report existed and been suppressed, Doe's obligation to come forward would have been stronger and more unambigu...
ResolutionPattern_9
The board concluded that Doe's faithful agent duty was fully discharged when he verbally advised XYZ of his adverse findings, and that XYZ's response ...
ResolutionPattern_10
The board concluded that confidentiality yields entirely to the public safety disclosure obligation at the threshold of a confirmed finding that disch...
ResolutionPattern_11
The board concluded that XYZ's scope-of-work argument must be rejected because the board drew a sharp distinction between contractual deliverable defi...
ResolutionPattern_12
The board concluded from a deontological perspective that Doe's categorical duty to public safety remained unfulfilled until he reported to the author...
ResolutionPattern_13
The board concluded from a consequentialist perspective that disclosure produces a net positive outcome across all affected parties because the enviro...
ResolutionPattern_14
The board concluded from a virtue ethics perspective that Doe failed to demonstrate the professional integrity and courage expected of a competent eng...
ResolutionPattern_15
The board concluded from a deontological perspective that contract termination does not extinguish Doe's professional duty to report findings implicat...
ResolutionPattern_16
The board concluded that had a written report existed, Doe's obligation would have shifted from disclosing verbal findings to ensuring the suppressed ...
ResolutionPattern_17
The board concluded that Doe's disclosure obligation to the State Pollution Control Authority arose at the moment his studies confirmed a standards vi...
ResolutionPattern_18
The board concluded that Doe's ethical obligation to disclose arose immediately upon receiving the suppression instruction, because that instruction w...
ResolutionPattern_19
The board concluded that Doe's faithful agent duty was fully satisfied by his honest verbal disclosure to XYZ and did not extend to protecting the cli...
ResolutionPattern_20
The board concluded that confidentiality was rendered inapplicable not merely because a public danger existed in the abstract, but because XYZ's affir...
ResolutionPattern_21
The Board concluded that Doe's ethical obligation to report his findings to the State Pollution Control Authority arose at the moment his engineering ...
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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Obligation Coverage
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E2
Action Mapping
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Action Mapping
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E3
Composition
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Composition
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Q&C
Alignment
-
Alignment
-
LLM
Refinement
-
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
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Characters
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4.2
Timeline
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Timeline
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4.3
Conflicts
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Conflicts
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4.4
Decisions
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Decisions
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