241 lines
8.1 KiB
JSON
241 lines
8.1 KiB
JSON
{
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"success": true,
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"stage": "update_applied",
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"situationGraph": {
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"centralStatement": "Complaint counts increased while production also increased.",
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"nodes": [
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{
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"id": "n-obs-1",
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"label": "Customer complaints rose by 35% over the last six months",
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"description": "Customer complaints rose by 35% over the last six months",
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"kind": "observation",
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"status": "supported",
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"confidence": "high",
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"value": null,
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"unit": null,
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"evidenceIds": [
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"complaint-data"
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],
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"dependsOn": [],
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"affects": [],
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"parentId": null,
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"childIds": []
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},
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{
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"id": "n-obs-2",
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"label": "Production volume increased by 40% in the same period",
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"description": "Production volume increased by 40% in the same period",
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"kind": "observation",
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"status": "supported",
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"confidence": "high",
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"value": null,
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"unit": null,
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"evidenceIds": [
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"production-data"
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],
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"dependsOn": [],
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"affects": [],
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"parentId": null,
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"childIds": []
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},
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{
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"id": "n-obs-3",
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"label": "A new CRM tagging system was introduced three months ago",
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"description": "A new CRM tagging system was introduced three months ago, coinciding with the complaint category changes",
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"kind": "observation",
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"status": "known",
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"confidence": "high",
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"value": null,
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"unit": null,
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"evidenceIds": [
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"crm-audit"
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],
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"dependsOn": [],
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"affects": [],
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"parentId": null,
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"childIds": []
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},
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{
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"id": "n-unknown-1",
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"label": "Whether complaints increased per-unit or proportionally with production volume",
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"description": "Need to know the complaint rate normalized by production volume to determine if quality deteriorated or if growth explains the rise",
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"kind": "unknown",
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"status": "unknown",
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"confidence": "high",
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"value": null,
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"unit": null,
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"evidenceIds": [],
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"dependsOn": [],
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"affects": [
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"n-conclusion"
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],
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"parentId": null,
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"childIds": []
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},
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{
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"id": "n-unknown-2",
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"label": "Whether the new CRM tagging system changed what gets counted as a complaint",
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"description": "The complaint category changes may be an artifact of the new CRM system rather than genuine quality change",
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"kind": "unknown",
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"status": "unknown",
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"confidence": "medium",
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"value": null,
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"unit": null,
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"evidenceIds": [],
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"dependsOn": [],
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"affects": [
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"n-unknown-1"
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],
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"parentId": null,
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"childIds": []
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},
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{
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"id": "n-conclusion",
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"label": "Whether automated quality inspection investment is justified",
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"description": "Decision node for whether to spend about £120,000 on automated quality inspection",
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"kind": "state",
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"status": "provisional",
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"confidence": "medium",
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"value": null,
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"unit": null,
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"evidenceIds": [],
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"dependsOn": [
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"n-unknown-1"
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],
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"affects": [],
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"parentId": null,
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"childIds": []
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},
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{
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"id": "nz92pkx-summary",
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"label": "Complaint counts increased while production also increased.",
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"description": "Summary of the situation from the scenario text",
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"kind": "state",
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"status": "provisional",
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"confidence": "medium",
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"value": null,
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"unit": null,
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"evidenceIds": [],
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"dependsOn": [
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"n-obs-1",
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"n-obs-2",
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"n-obs-3"
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],
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"affects": [
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"n-conclusion"
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],
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"parentId": null,
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"childIds": []
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}
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],
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"edges": [
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{
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"id": "e-evidence-n-obs-1",
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"fromNodeId": "n-obs-1",
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"toNodeId": "nz92pkx-summary",
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"relationship": "supports",
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"confidence": "high",
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"description": "Customer complaints rose by 35% over the last six months supports the summary"
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},
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{
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"id": "e-evidence-n-obs-2",
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"fromNodeId": "n-obs-2",
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"toNodeId": "nz92pkx-summary",
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"relationship": "supports",
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"confidence": "high",
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"description": "Production volume increased by 40% in the same period supports the summary"
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},
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{
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"id": "e-evidence-n-obs-3",
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"fromNodeId": "n-obs-3",
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"toNodeId": "nz92pkx-summary",
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"relationship": "supports",
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"confidence": "high",
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"description": "A new CRM tagging system was introduced three months ago supports the summary"
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},
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{
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"id": "e-unk-n-unknown-1",
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"fromNodeId": "n-unknown-1",
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"toNodeId": "nz92pkx-summary",
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"relationship": "depends_on",
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"confidence": "high",
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"description": "Whether complaints increased per-unit or proportionally with production volume is an unresolved factor for this situation"
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},
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{
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"id": "e-unk-n-unknown-2",
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"fromNodeId": "n-unknown-2",
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"toNodeId": "nz92pkx-summary",
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"relationship": "depends_on",
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"confidence": "medium",
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"description": "Whether the new CRM tagging system changed what gets counted as a complaint is an unresolved factor for this situation"
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},
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{
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"id": "e-unk-conclusion",
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"fromNodeId": "n-unknown-1",
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"toNodeId": "n-conclusion",
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"relationship": "depends_on",
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"confidence": "medium",
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"description": "Whether complaints increased per-unit or proportionally with production volume affects the investment decision"
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}
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],
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"activeUnknownNodeId": "n-unknown-1",
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"resolvedNodeIds": [],
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"currentSummary": "Nodes: 4 observation, 2 unknown, 2 state | Edges: 6 total | Unknowns: 2 unresolved"
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},
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"findings": [
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{
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"id": "finding-complaint-rise",
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"proposition": "Customer complaints have increased by 35% over the last six months while production volume grew by 40%.",
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"status": "provisional",
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"userDisposition": null,
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"originatingTargetNodeId": "n-unknown-1",
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"contributionId": "contrib-admission-1",
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"sourceObservation": "user_input"
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},
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{
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"id": "finding-crm-change",
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"proposition": "A new CRM tagging system was introduced three months ago, coinciding with complaint category changes.",
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"status": "provisional",
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"userDisposition": null,
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"originatingTargetNodeId": "n-unknown-2",
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"contributionId": "contrib-admission-2",
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"sourceObservation": "user_input"
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}
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],
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"selectedQuestion": {
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"nodeId": "n-unknown-1",
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"question": "What is the complaint rate normalized by production volume, and has it increased per unit?",
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"reason": "The admitted evidence shows absolute increases but does not establish whether quality deteriorated or growth explains the rise.",
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"strategy": "evidence_gathering",
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"investigationStrategy": {
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"key": "evidence_gathering",
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"reason": "Resolving the unknown requires normalized rate data.",
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"nodeId": "n-unknown-1",
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"nodeLabel": "Whether complaints increased per-unit or proportionally with production volume",
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"meaning": "whether complaints increased per-unit or proportionally with production volume",
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"actionPhrase": "deciding whether to spend about £120,000 on automated quality inspection now",
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"relatedNodeIds": [
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"n-conclusion"
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],
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"centralStatement": "Complaint counts increased while production also increased."
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},
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"reasoningPattern": "decision",
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"reasoningPatternReason": "Selected decision because the active unknown sits inside an investment justification context."
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},
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"diagnostics": {
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"promptVersion": "v0.4",
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"modelName": "configured-model",
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"validationStatus": "valid",
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"nodeCount": 6,
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"edgeCount": 6,
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"graphReferenceValidation": {
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"valid": true,
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"errors": []
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},
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"unknownSelectionExplanation": {
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"selectedNodeId": "n-unknown-1",
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"status": "selected",
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"tieType": "none"
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}
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}
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} |