assets/examples/affinity-map.json

{
  "schema_version": "1.0.0",
  "id": "VA-DEMO-AFFINITY",
  "artifact_type": "AFFINITY_MAP",
  "title": "Family coordination — illustrative prompt wall",
  "summary": "The supplied notes cluster around fragmented discovery, manual capture, and fragile attention; a paper-first preference remains separate.",
  "summary_provenance": "DESIGN_COUNCIL",
  "summary_record_ids": ["N-001", "N-002", "N-003", "N-004", "N-005", "N-006", "N-007", "N-008", "N-009", "N-010"],
  "mode": "DEFINE",
  "cycle": 1,
  "limitations": [
    "Illustrative demo built from user-provided benchmark notes; P-labels are prompt identifiers, not verified participants or human-interview evidence.",
    "This small supplied set cannot establish prevalence or represent families generally."
  ],
  "data": {
    "clusters": [
      {
        "id": "CLUSTER-DISCOVERY",
        "label": "The change hides in the channel",
        "description": "Schedule information is distributed before anyone can reconcile it.",
        "interpretation_provenance": "DESIGN_COUNCIL",
        "record_ids": ["N-001", "N-002", "N-003"],
        "notes": [
          {
            "id": "N-001",
            "text": "P-001 checks three school apps every morning.",
            "provenance": "USER_PROVIDED",
            "source_ids": ["BENCHMARK-AFFINITY/PROMPT-NOTE-001"]
          },
          {
            "id": "N-002",
            "text": "P-002 relies on text messages from another parent.",
            "provenance": "USER_PROVIDED",
            "source_ids": ["BENCHMARK-AFFINITY/PROMPT-NOTE-002"]
          },
          {
            "id": "N-003",
            "text": "P-003 missed a practice change posted only in email.",
            "provenance": "USER_PROVIDED",
            "source_ids": ["BENCHMARK-AFFINITY/PROMPT-NOTE-003"]
          }
        ]
      },
      {
        "id": "CLUSTER-CAPTURE",
        "label": "People build memory scaffolds",
        "description": "The formal calendar competes with screenshots and personal workarounds.",
        "interpretation_provenance": "DESIGN_COUNCIL",
        "record_ids": ["N-004", "N-005", "N-006"],
        "notes": [
          {
            "id": "N-004",
            "text": "P-004 says the shared calendar is accurate but nobody checks it.",
            "provenance": "USER_PROVIDED",
            "source_ids": ["BENCHMARK-AFFINITY/PROMPT-NOTE-004"]
          },
          {
            "id": "N-005",
            "text": "P-005 screenshots messages to remember them.",
            "provenance": "USER_PROVIDED",
            "source_ids": ["BENCHMARK-AFFINITY/PROMPT-NOTE-005"]
          },
          {
            "id": "N-006",
            "text": "P-006 says one caregiver enters everything while others assume it is handled.",
            "provenance": "USER_PROVIDED",
            "source_ids": ["BENCHMARK-AFFINITY/PROMPT-NOTE-006"]
          }
        ]
      },
      {
        "id": "CLUSTER-ATTENTION",
        "label": "Attention—not change—is fragile",
        "description": "Noise and late discovery cause failure, while the counterexample says change is manageable when seen.",
        "interpretation_provenance": "DESIGN_COUNCIL",
        "record_ids": ["N-007", "N-008", "N-010"],
        "notes": [
          {
            "id": "N-007",
            "text": "P-007 gets duplicate alerts and ignores most of them.",
            "provenance": "USER_PROVIDED",
            "source_ids": ["BENCHMARK-AFFINITY/PROMPT-NOTE-007"]
          },
          {
            "id": "N-008",
            "text": "P-008 learned about a cancellation after arriving.",
            "provenance": "USER_PROVIDED",
            "source_ids": ["BENCHMARK-AFFINITY/PROMPT-NOTE-008"]
          },
          {
            "id": "N-010",
            "text": "P-010 says last-minute changes are manageable when the right person sees them.",
            "provenance": "USER_PROVIDED",
            "source_ids": ["BENCHMARK-AFFINITY/PROMPT-NOTE-010"]
          }
        ]
      }
    ],
    "outliers": [
      {
        "id": "N-009",
        "text": "P-009 likes paper on the refrigerator.",
        "provenance": "USER_PROVIDED",
        "source_ids": ["BENCHMARK-AFFINITY/PROMPT-NOTE-009"]
      }
    ]
  }
}