{
  "generated_at": "2026-07-29T19:58:38.382808+00:00",
  "generator": "Project Helios",
  "disclaimer": "Helios infers development activity from public records. Confidence scores are model output, not fact. Helios does not assert the identity of any facility operator unless a direct filing establishes it. Estimates are labelled as such and must not be cited as measurements.",
  "site": {
    "project_code": "AZ-CHANDLER-003",
    "jurisdiction": "Chandler",
    "county": "Maricopa",
    "site_kind": "enterprise_data_center",
    "site_kind_assertion": "reported",
    "current_stage": 7,
    "current_stage_label": "Operational",
    "current_confidence": 35.55,
    "total_acres": 17.9617,
    "first_signal_date": "2022-01-20",
    "latest_signal_date": "2026-07-28",
    "operator_status": "not_established",
    "summary": "1 parcel(s) totalling 18.0 acres near 2900 W INNOVATION ST, Chandler. Title of record is held by ALIGNED DATA CENTERS CONTINUUM PROPCO LLC. Helios has not established which organization, if any, operates or will operate a facility here.",
    "boundary": {
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  "evidence": [
    {
      "id": "9ea0d684-dc14-4319-b32b-819f50424071",
      "evidence_kind": "shell_entity_ownership",
      "summary": "Title is held by ALIGNED DATA CENTERS CONTINUUM PROPCO LLC, whose name shows single-purpose-entity characteristics (pass-through legal form (LLC); propco/opco naming convention). This is a weak signal only: project-specific entities are routine in ordinary commercial real estate and imply no particular parent.",
      "snippet": "OwnerName = ALIGNED DATA CENTERS CONTINUUM PROPCO LLC",
      "snippet_locator": "$.features[10].attributes.OwnerName",
      "observed_at": "2022-01-20",
      "assertion_class": "inferred",
      "extraction_method": "pattern_rule",
      "polarity": "supporting",
      "confidence": 0.45,
      "human_review_status": "not_reviewed",
      "is_standing_condition": false,
      "normalized_values": {
        "fields": [
          {
            "name": "owner_name",
            "value": "ALIGNED DATA CENTERS CONTINUUM PROPCO LLC",
            "locator": "$.features[10].attributes.OwnerName",
            "raw_text": "ALIGNED DATA CENTERS CONTINUUM PROPCO LLC",
            "raw_unit": null,
            "confidence": 0.95,
            "assertion_class": "reported",
            "normalized_unit": null,
            "extraction_method": "structured_feed"
          }
        ],
        "is_standing_condition": false
      },
      "source": {
        "document_id": "2f6efd07-7c10-4f43-94f2-5b714de87e97",
        "document_version_id": "4f91c5f4-4b77-4df5-b8c8-7edca03375aa",
        "source_slug": "maricopa-assessor-parcels",
        "source_name": "Maricopa County Assessor Parcel Layer",
        "agency": "Maricopa County Assessor / Maricopa County GIS",
        "source_url": "https://example.invalid/recorded",
        "retrieved_at": "2026-07-25T21:30:00Z",
        "content_sha256": "77af6d6d43febde9b56073b5a2200e2713b9331b31345f146047d2723a8a5008",
        "parser_version": "0.1.0",
        "attribution_text": "Parcel data courtesy of Maricopa County Assessor / Maricopa County GIS."
      }
    },
    {
      "id": "4e3099a1-e344-40e6-a611-8e2fe30aac1a",
      "evidence_kind": "dedicated_substation_proximity",
      "summary": "RS-27 tagged 69 kV lies 383 m from the site boundary, close enough for a dedicated connection to be practical. Proximity is a locational precondition, not evidence that this substation serves the site.",
      "snippet": "name = RS-27; operator = unknown; max_voltage_kv = 69.0",
      "snippet_locator": "https://www.openstreetmap.org/way/318676175",
      "observed_at": "2026-07-25",
      "assertion_class": "calculated",
      "extraction_method": "geometry_operation",
      "polarity": "supporting",
      "confidence": 0.835,
      "human_review_status": "not_reviewed",
      "is_standing_condition": true,
      "normalized_values": {
        "match_method": "substation_proximity",
        "operator_name": null,
        "max_voltage_kv": 69.0,
        "distance_meters": 383.23,
        "is_standing_condition": true
      },
      "source": {
        "document_id": "b8abfb58-b6bf-43d9-a88d-3b29d8a9db78",
        "document_version_id": "ad75ee7e-5363-44ab-a65c-26f4f7b68b2f",
        "source_slug": "osm-power-infrastructure",
        "source_name": "OpenStreetMap Power Infrastructure (Overpass API)",
        "agency": "OpenStreetMap contributors",
        "source_url": "https://example.invalid/recorded",
        "retrieved_at": "2026-07-25T21:30:00Z",
        "content_sha256": "b780b9bfc5c677683c8cde030c3a6581404f52cfeebcce02ca795d5d2d86e7b4",
        "parser_version": "0.1.0",
        "attribution_text": "Power infrastructure data (c) OpenStreetMap contributors, ODbL."
      }
    },
    {
      "id": "711a69db-0236-44f8-9276-fa57d9363a7e",
      "evidence_kind": "assessor_data_center_classification",
      "summary": "Maricopa County Assessor currently classifies this parcel's property use as DATA CENTERS (use code 1507).",
      "snippet": "PropertyUseDescription = DATA CENTERS",
      "snippet_locator": "$.features[10].attributes.PropertyUseDescription",
      "observed_at": "2026-07-28",
      "assertion_class": "reported",
      "extraction_method": "structured_feed",
      "polarity": "supporting",
      "confidence": 0.95,
      "human_review_status": "not_reviewed",
      "is_standing_condition": true,
      "normalized_values": {
        "fields": [
          {
            "name": "land_use_description",
            "value": "DATA CENTERS",
            "locator": "$.features[10].attributes.PropertyUseDescription",
            "raw_text": "DATA CENTERS",
            "raw_unit": null,
            "confidence": 0.95,
            "assertion_class": "reported",
            "normalized_unit": null,
            "extraction_method": "structured_feed"
          }
        ],
        "is_standing_condition": true
      },
      "source": {
        "document_id": "2f6efd07-7c10-4f43-94f2-5b714de87e97",
        "document_version_id": "4f91c5f4-4b77-4df5-b8c8-7edca03375aa",
        "source_slug": "maricopa-assessor-parcels",
        "source_name": "Maricopa County Assessor Parcel Layer",
        "agency": "Maricopa County Assessor / Maricopa County GIS",
        "source_url": "https://example.invalid/recorded",
        "retrieved_at": "2026-07-25T21:30:00Z",
        "content_sha256": "77af6d6d43febde9b56073b5a2200e2713b9331b31345f146047d2723a8a5008",
        "parser_version": "0.1.0",
        "attribution_text": "Parcel data courtesy of Maricopa County Assessor / Maricopa County GIS."
      }
    }
  ],
  "stage_history": [
    {
      "id": "7ecbb1f0-f3b8-4fc1-beac-b3e2569c5b0f",
      "from_stage": 0,
      "from_stage_label": null,
      "to_stage": 7,
      "to_stage_label": "Operational",
      "effective_date": "2022-01-20",
      "detected_at": "2026-07-28T17:30:32.193008Z",
      "is_downgrade": false,
      "confidence": 27.96,
      "rationale": "Stage advanced from 0 (No known development) to 7 (Operational) at 28% confidence. Principal evidence: Assessor classifies property use as data centre; Single-purpose entity holds title.",
      "triggering_evidence_ids": [
        "711a69db-0236-44f8-9276-fa57d9363a7e",
        "9ea0d684-dc14-4319-b32b-819f50424071"
      ],
      "detection_lag_days": 1650
    }
  ],
  "predictions": [
    {
      "id": "a20203a4-a593-46c0-a81b-45cdecd1d06e",
      "calculated_at": "2026-07-28T17:30:32.190927Z",
      "as_of_date": "2026-07-28",
      "predicted_stage": 7,
      "predicted_stage_label": "Operational",
      "raw_score": 26.355,
      "confidence": 35.55,
      "confidence_band": "low",
      "positive_contribution": 26.355,
      "negative_contribution": 0.0,
      "evidence_considered": 3,
      "distinct_evidence_kinds": 3,
      "is_backtest": false,
      "summary": "36% confidence from 3 evidence records across 3 distinct kinds; stage 7 (Operational).",
      "model_name": "helios-rule-based",
      "model_version": "0.1.0",
      "explanations": [
        {
          "rule_id": "assessor-data-center-classification",
          "evidence_kind": "assessor_data_center_classification",
          "label": "Assessor classifies property use as data centre",
          "detail": "Maricopa County Assessor currently classifies this parcel's property use as DATA CENTERS (use code 1507).",
          "base_weight": 20.0,
          "applied_weight": 19.0,
          "confidence_multiplier": 0.95,
          "recency_multiplier": 1.0,
          "polarity": "supporting",
          "evidence_record_id": "711a69db-0236-44f8-9276-fa57d9363a7e"
        },
        {
          "rule_id": "dedicated-substation-proximity",
          "evidence_kind": "dedicated_substation_proximity",
          "label": "High-voltage substation in close proximity",
          "detail": "RS-27 tagged 69 kV lies 383 m from the site boundary, close enough for a dedicated connection to be practical. Proximity is a locational precondition, not evidence that this substation serves the site.",
          "base_weight": 8.0,
          "applied_weight": 6.68,
          "confidence_multiplier": 0.835,
          "recency_multiplier": 1.0,
          "polarity": "supporting",
          "evidence_record_id": "4e3099a1-e344-40e6-a611-8e2fe30aac1a"
        },
        {
          "rule_id": "shell-entity-ownership",
          "evidence_kind": "shell_entity_ownership",
          "label": "Single-purpose entity holds title",
          "detail": "Title is held by ALIGNED DATA CENTERS CONTINUUM PROPCO LLC, whose name shows single-purpose-entity characteristics (pass-through legal form (LLC); propco/opco naming convention). This is a weak signal only: project-specific entities are routine in ordinary commercial real estate and imply no particular parent.",
          "base_weight": 6.0,
          "applied_weight": 0.675,
          "confidence_multiplier": 0.45,
          "recency_multiplier": 0.25,
          "polarity": "supporting",
          "evidence_record_id": "9ea0d684-dc14-4319-b32b-819f50424071"
        }
      ]
    },
    {
      "id": "afe805c6-7c2d-4837-9d25-cc565a61b8a3",
      "calculated_at": "2026-07-28T17:30:32.190979Z",
      "as_of_date": "2026-07-28",
      "predicted_stage": 7,
      "predicted_stage_label": "Operational",
      "raw_score": 19.675,
      "confidence": 27.96,
      "confidence_band": "low",
      "positive_contribution": 19.675,
      "negative_contribution": 0.0,
      "evidence_considered": 3,
      "distinct_evidence_kinds": 2,
      "is_backtest": false,
      "summary": "28% confidence from 3 evidence records across 2 distinct kinds; stage 7 (Operational).",
      "model_name": "helios-rule-based",
      "model_version": "0.1.0",
      "explanations": [
        {
          "rule_id": "assessor-data-center-classification",
          "evidence_kind": "assessor_data_center_classification",
          "label": "Assessor classifies property use as data centre",
          "detail": "Maricopa County Assessor currently classifies this parcel's property use as DATA CENTERS (use code 1507).",
          "base_weight": 20.0,
          "applied_weight": 19.0,
          "confidence_multiplier": 0.95,
          "recency_multiplier": 1.0,
          "polarity": "supporting",
          "evidence_record_id": "711a69db-0236-44f8-9276-fa57d9363a7e"
        },
        {
          "rule_id": "shell-entity-ownership",
          "evidence_kind": "shell_entity_ownership",
          "label": "Single-purpose entity holds title",
          "detail": "Title is held by ALIGNED DATA CENTERS CONTINUUM PROPCO LLC, whose name shows single-purpose-entity characteristics (pass-through legal form (LLC); propco/opco naming convention). This is a weak signal only: project-specific entities are routine in ordinary commercial real estate and imply no particular parent.",
          "base_weight": 6.0,
          "applied_weight": 0.675,
          "confidence_multiplier": 0.45,
          "recency_multiplier": 0.25,
          "polarity": "supporting",
          "evidence_record_id": "9ea0d684-dc14-4319-b32b-819f50424071"
        },
        {
          "rule_id": "dedicated-substation-proximity",
          "evidence_kind": "dedicated_substation_proximity",
          "label": "High-voltage substation in close proximity",
          "detail": "RS-27 tagged 69 kV lies 383 m from the site boundary, close enough for a dedicated connection to be practical. Proximity is a locational precondition, not evidence that this substation serves the site.",
          "base_weight": 0.0,
          "applied_weight": 0.0,
          "confidence_multiplier": 0.835,
          "recency_multiplier": 1.0,
          "polarity": "supporting",
          "evidence_record_id": "4e3099a1-e344-40e6-a611-8e2fe30aac1a"
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  "scoring_model": {
    "name": "helios-rule-based",
    "version": "0.1.0",
    "parameters_hash": "46888dc8be8c1d3ffb00092482a839e09fbddfae9688db732ffd6cf982064079",
    "parameters": {
      "rules": [
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          "rule_id": "transmission-or-substation-filing",
          "evidence_kind": "substation_application",
          "identity_weight": 25.0,
          "stage_weight": 25.0,
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          "rule_id": "planning-application-data-center",
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  },
  "attributions": [
    "Parcel data courtesy of Maricopa County Assessor / Maricopa County GIS.",
    "Power infrastructure data (c) OpenStreetMap contributors, ODbL."
  ]
}
