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

Conflict of Interest - Part-Time Service as City Engineer

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

24 entities

Pass 1: Contextual Framework

0 Roles
0 States
0 Resources

Pass 2: Normative Requirements

0 Principles
0 Obligations
0 Constraints
0 Capabilities

Pass 3: Temporal Dynamics

24 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 0 0

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

No questions or conclusions extracted yet.

2D: Transformation Classification

Not classified

LLM classification Phase 1 entities + 2C Q&C

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

LLM batched analysis label-to-URI resolution Phase 1 entities + 2C Q&C + 2A provisions

No analysis entities extracted yet.

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