市场与竞争力研究数据

// Illustrative managed record with entity resolution included
{
  "entity": {
    "source_id": "company:source:1842",
    "canonical_id": "company:wsa:00917",
    "match_state": "reviewed"
  },
  "source_observation": {
    "page_type": "pricing",
    "field": "plan_name",
    "raw_value": "Enterprise",
    "normalized_value": "enterprise"
  },
  "source_url": "https://example.com/pricing",
  "market": "GB",
  "captured_at": "2026-07-14T06:15:00Z",
  "derived_event": {
    "type": "offer_added_candidate",
    "comparison_window": "2026-07-07/2026-07-14",
    "rule": "not_observed → observed",
    "review_state": "pending"
  }
}

# Illustrative research specification
question: "Track competitor expansion signals"
universe:
  seed_entities: 42
  discovery: "approved directories → review queue"
  markets: ["GB", "DE", "FR"]
sources:
  - "official company pages"
  - "career pages"
  - "business location listings"
cadence: "weekly collection window"
history: "snapshots + first_seen + last_seen when scoped"
evidence_retention: "source URL; retained capture only when contracted"
delivery: "JSONL to agreed destination"
known_blind_spots:
  - "private transactions"
  - "offline activity"
  - "sources outside approved universe"

// Illustrative acceptance rules
coverage:
  planned_sources_reported: true
  collection_errors_separate: true

provenance:
  source_url_required: true
  captured_at_required: true
  context_fields_required: "by record type"

entities:
  unresolved_state_allowed: true
  force_uncertain_match: false

history:
  compare_only_like_context: true
  missing_means_absent: false

delivery:
  collection_window: "source-tested and contracted"
  required_field_fill: "set from representative sample"
  late_or_failed_run: "report + agreed recovery policy"
  schema_change_notice: "agreed notice window"

maintenance:
  assigned_to: "per service model"
  scope_change_requires_review: true