{
  "version": "1",
  "mode": "live",
  "run_at": "2026-08-24",
  "runner": "scripts/run-agent-evals.mjs",
  "model": "claude-haiku-4-5-20251001",
  "instructionsVersion": 1,
  "harnessPrompt": "You are an agent connected to the UrbanKit Studio MCP server. The server's own instructions follow.\n\n<server_instructions>\nUrbanKit Studio MCP server. Six public tools query the parcel atlas (155 indexed U.S. counties across 50 states) and U.S. Census Geocoder without a key. With an API key, enrich_address performs a single-address owner lookup, and radius_owners (paid plans; bills one unit per parcel row returned - preview with count_only) returns parcel and available owner-mailing data for a radius. When a county cannot supply a field, responses carry a capability block naming the status and, where one exists, the citation and a lawful alternative. All responses are JSON-encoded text.\n</server_instructions>\n\nThe user makes one request. If a tool on this server answers it, call exactly one tool, with the arguments that tool's schema documents. If no tool on this server returns what was asked for, call nothing and say so in one sentence.",
  "surface": {
    "serverName": "urbankit-atlas",
    "serverVersion": "0.3.0",
    "protocolVersion": "2025-06-18",
    "instructions": "UrbanKit Studio MCP server. Six public tools query the parcel atlas (155 indexed U.S. counties across 50 states) and U.S. Census Geocoder without a key. With an API key, enrich_address performs a single-address owner lookup, and radius_owners (paid plans; bills one unit per parcel row returned - preview with count_only) returns parcel and available owner-mailing data for a radius. When a county cannot supply a field, responses carry a capability block naming the status and, where one exists, the citation and a lawful alternative. All responses are JSON-encoded text.",
    "tools": [
      {
        "name": "find_parcel_by_address",
        "description": "Resolve a U.S. street address to its county and the verified parcel REST endpoint that serves it. Geocodes the address, then, if the county is in the UrbanKit atlas, returns the matched county, its live ArcGIS REST endpoint URL, the searchable fields (owner/APN where the county exposes them), and a sample query, so you can fetch the parcel record or owner of record directly from the county layer. Use this to go from an address to the exact endpoint + query for its parcel; pair it with a direct request to that endpoint for the parcel number (APN/PIN/folio) and owner of record.",
        "schemaProperties": [
          "address"
        ],
        "requiredArgs": [
          "address"
        ]
      },
      {
        "name": "geocode_address",
        "description": "Resolve a U.S. address to lat/lon, state FIPS, and county FIPS via the U.S. Census Geocoder. Use this when you only need the geographic resolution (without the parcel lookup), for example to determine which state/county an address falls in.",
        "schemaProperties": [
          "address"
        ],
        "requiredArgs": [
          "address"
        ]
      },
      {
        "name": "list_indexed_states",
        "description": "List the U.S. states for which the UrbanKit atlas has indexed at least one county's parcel REST endpoint. Returns state slug, name, abbreviation, and county count. Use this to discover what data is available before drilling into a specific state.",
        "schemaProperties": [],
        "requiredArgs": []
      },
      {
        "name": "list_counties_in_state",
        "description": "List the counties indexed in the UrbanKit atlas for a given state. Returns county name, FIPS code, slug, REST endpoint URL, service type (FeatureServer/MapServer), and the searchable fields exposed by the endpoint. Use this when you need to know what fields a county's REST layer exposes before querying it.",
        "schemaProperties": [
          "state_slug"
        ],
        "requiredArgs": [
          "state_slug"
        ]
      },
      {
        "name": "find_county_by_fips",
        "description": "Look up a county in the UrbanKit atlas by its 5-digit FIPS code (state 2-digit + county 3-digit, e.g. '17089' = Kane County IL). Returns the county record with REST endpoint, searchable fields, and contact information. Useful as the second step after geocoding: geocode to get FIPS, then resolve to atlas record.",
        "schemaProperties": [
          "fips"
        ],
        "requiredArgs": [
          "fips"
        ]
      },
      {
        "name": "get_county_endpoint",
        "description": "Get the full county record for one specific county in the UrbanKit atlas, addressed by state slug + county slug. Returns the REST endpoint URL, all searchable fields, sample query, contact info, and notes. Use this to get the canonical metadata for a county before building a query against its REST layer.",
        "schemaProperties": [
          "state_slug",
          "county_slug"
        ],
        "requiredArgs": [
          "state_slug",
          "county_slug"
        ]
      },
      {
        "name": "enrich_address",
        "description": "Resolve one US street address to its parcel and return the owner of record, parcel id (APN), and owner mailing address. REQUIRES an API key on a paid plan (Starter $7/mo and up) or pay-as-you-go: send 'Authorization: Bearer uk_live_...'. Without one this returns instructions for getting set up. This tool performs the lookup for ONE address; use radius_owners for every parcel within a distance of an address, and the six discovery tools when you only need an endpoint and a query to run yourself. Metered: pay-as-you-go keys are billed one unit per successful lookup, while plan keys draw down their normal request quota. Coverage is limited to counties in the UrbanKit atlas that expose an owner field; a county that does not expose one is reported as such rather than guessed at.",
        "schemaProperties": [
          "address",
          "operation_id"
        ],
        "requiredArgs": [
          "address"
        ]
      },
      {
        "name": "radius_owners",
        "description": "Return parcel rows within a radius of a US street address, the auto-county half of the public-notice radius tool (parcel id and site/mailing address, plus owner of record when that row exposes one). REQUIRES an API key on a paid plan (Starter $7/mo and up); pay-as-you-go keys cannot run it, because one ring can return hundreds of parcels. COST: bills ONE quota unit PER PARCEL ROW RETURNED, up to max_parcels (default 100, maximum 500): a dense urban ring at max_parcels=500 can draw 500 units in a single call. To size the ring before committing, call with count_only=true first: it returns the number observed, bills at most 1 unit, and is limited to 10 previews/hour/account; count_is_lower_bound is true if the county layer hit its 500-row transfer cap. Coverage is limited to counties in the UrbanKit atlas whose public layers expose owner names; a county without them is reported as not covered and never charged.",
        "schemaProperties": [
          "address",
          "radius_feet",
          "max_parcels",
          "count_only",
          "operation_id"
        ],
        "requiredArgs": [
          "address"
        ]
      }
    ],
    "fetchedFrom": "http://localhost:3199/api/mcp",
    "fetchedAt": "2026-08-24"
  },
  "surfaceHash": "58989b22adb6dfc677c47c9ca9348ba0c64ca3262e801a7330c6e1af210b2272",
  "tokenUsage": {
    "requests": 55,
    "inputTokens": 147063,
    "outputTokens": 4193
  },
  "observations": [
    {
      "taskId": "parcel-endpoint-aurora",
      "outcome": "responded",
      "chosenTool": "find_parcel_by_address",
      "chosenArgs": {
        "address": "100 N Lake St, Aurora, IL 60506"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "parcel-endpoint-aurora|I have the address 100 N Lake St, Aurora, IL 60506. Which county parcel service should I query to get its parcel record, and what does the query look like?|find_parcel_by_address|address:us-address"
    },
    {
      "taskId": "parcel-endpoint-batavia-indirect",
      "outcome": "responded",
      "chosenTool": "find_parcel_by_address",
      "chosenArgs": {
        "address": "5 E Wilson St, Batavia, IL 60510"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "parcel-endpoint-batavia-indirect|A client sent me 5 E Wilson St, Batavia, IL 60510 and I need to pull the parcel record from the county myself. Where do I send the request?|find_parcel_by_address|address:us-address"
    },
    {
      "taskId": "parcel-endpoint-fields",
      "outcome": "responded",
      "chosenTool": "geocode_address",
      "chosenArgs": {
        "address": "1 City Hall Square, Boston MA"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "parcel-endpoint-fields|For 1 City Hall Square, Boston MA, tell me which searchable fields the county layer covering that address exposes.|find_parcel_by_address|address:us-address"
    },
    {
      "taskId": "parcel-endpoint-unindexed",
      "outcome": "responded",
      "chosenTool": "find_parcel_by_address",
      "chosenArgs": {
        "address": "2 Lincoln Memorial Cir NW, Washington, DC"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "parcel-endpoint-unindexed|Is there a parcel REST endpoint indexed for 2 Lincoln Memorial Cir NW, Washington, DC?|find_parcel_by_address|address:us-address"
    },
    {
      "taskId": "parcel-endpoint-sample-query",
      "outcome": "responded",
      "chosenTool": "find_parcel_by_address",
      "chosenArgs": {
        "address": "600 Commerce St, Dallas, TX 75202"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "parcel-endpoint-sample-query|Give me a sample query URL I can paste into a browser for the parcel under 600 Commerce St, Dallas, TX 75202.|find_parcel_by_address|address:us-address"
    },
    {
      "taskId": "parcel-endpoint-apn-self-serve",
      "outcome": "responded",
      "chosenTool": "find_parcel_by_address",
      "chosenArgs": {
        "address": "200 E Wells St, Milwaukee, WI 53202"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "parcel-endpoint-apn-self-serve|I want to find the APN for 200 E Wells St, Milwaukee, WI 53202 by querying the county service directly, not through a hosted lookup.|find_parcel_by_address|address:us-address"
    },
    {
      "taskId": "geocode-latlon",
      "outcome": "responded",
      "chosenTool": "geocode_address",
      "chosenArgs": {
        "address": "1600 Pennsylvania Ave NW, Washington, DC"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "geocode-latlon|What are the latitude and longitude of 1600 Pennsylvania Ave NW, Washington, DC?|geocode_address|address:us-address"
    },
    {
      "taskId": "geocode-county-fips",
      "outcome": "responded",
      "chosenTool": "geocode_address",
      "chosenArgs": {
        "address": "350 5th Ave, New York, NY 10118"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "geocode-county-fips|Which county FIPS code does 350 5th Ave, New York, NY 10118 fall in?|geocode_address|address:us-address"
    },
    {
      "taskId": "geocode-which-county",
      "outcome": "responded",
      "chosenTool": "geocode_address",
      "chosenArgs": {
        "address": "2800 E Observatory Rd, Los Angeles, CA 90027"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "geocode-which-county|Tell me what county 2800 E Observatory Rd, Los Angeles, CA 90027 is in.|geocode_address|address:us-address"
    },
    {
      "taskId": "geocode-state-check",
      "outcome": "responded",
      "chosenTool": "geocode_address",
      "chosenArgs": {
        "address": "1 Infinite Loop, Cupertino CA"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "geocode-state-check|Is 1 Infinite Loop, Cupertino CA in Santa Clara County or Alameda County?|geocode_address|address:us-address"
    },
    {
      "taskId": "geocode-before-fips",
      "outcome": "responded",
      "chosenTool": "geocode_address",
      "chosenArgs": {
        "address": "233 S Wacker Dr, Chicago, IL 60606"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "geocode-before-fips|I need the 5 digit county FIPS for 233 S Wacker Dr, Chicago, IL 60606 so I can look the county up in the atlas afterwards.|geocode_address|address:us-address"
    },
    {
      "taskId": "states-coverage",
      "outcome": "responded",
      "chosenTool": "list_indexed_states",
      "chosenArgs": {},
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "states-coverage|Which states does UrbanKit have parcel data for?|list_indexed_states|"
    },
    {
      "taskId": "states-count",
      "outcome": "responded",
      "chosenTool": "list_indexed_states",
      "chosenArgs": {},
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "states-count|How many states are in the atlas right now?|list_indexed_states|"
    },
    {
      "taskId": "states-before-drilling",
      "outcome": "responded",
      "chosenTool": "list_indexed_states",
      "chosenArgs": {},
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "states-before-drilling|Before I pick a state to work in, show me what is available.|list_indexed_states|"
    },
    {
      "taskId": "states-is-vermont-covered",
      "outcome": "responded",
      "chosenTool": "list_indexed_states",
      "chosenArgs": {},
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "states-is-vermont-covered|Do you cover Vermont?|list_indexed_states|"
    },
    {
      "taskId": "counties-illinois",
      "outcome": "responded",
      "chosenTool": "list_counties_in_state",
      "chosenArgs": {
        "state_slug": "illinois"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "counties-illinois|List the Illinois counties you have parcel endpoints for.|list_counties_in_state|state_slug:state-slug"
    },
    {
      "taskId": "counties-fields-texas",
      "outcome": "responded",
      "chosenTool": "list_counties_in_state",
      "chosenArgs": {
        "state_slug": "texas"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "counties-fields-texas|For Texas, which counties expose an owner field on their parcel layer?|list_counties_in_state|state_slug:state-slug"
    },
    {
      "taskId": "counties-slug-shape",
      "outcome": "responded",
      "chosenTool": "list_counties_in_state",
      "chosenArgs": {
        "state_slug": "south-carolina"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "counties-slug-shape|Show me the counties indexed in South Carolina.|list_counties_in_state|state_slug:state-slug"
    },
    {
      "taskId": "counties-newyork-slug",
      "outcome": "responded",
      "chosenTool": "list_counties_in_state",
      "chosenArgs": {
        "state_slug": "new-york"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "counties-newyork-slug|What New York counties are in the atlas?|list_counties_in_state|state_slug:state-slug"
    },
    {
      "taskId": "counties-not-enrich",
      "outcome": "responded",
      "chosenTool": "list_counties_in_state",
      "chosenArgs": {
        "state_slug": "florida"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "counties-not-enrich|I need to know which Florida counties I can get owner names from before I buy anything.|list_counties_in_state|state_slug:state-slug"
    },
    {
      "taskId": "fips-17089",
      "outcome": "responded",
      "chosenTool": "find_county_by_fips",
      "chosenArgs": {
        "fips": "17089"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "fips-17089|What does the atlas have for FIPS 17089?|find_county_by_fips|fips:fips5"
    },
    {
      "taskId": "fips-06037",
      "outcome": "responded",
      "chosenTool": "find_county_by_fips",
      "chosenArgs": {
        "fips": "06037"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "fips-06037|Look up county 06037 and give me its parcel endpoint.|find_county_by_fips|fips:fips5"
    },
    {
      "taskId": "fips-after-geocode",
      "outcome": "responded",
      "chosenTool": "find_county_by_fips",
      "chosenArgs": {
        "fips": "48113"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "fips-after-geocode|The geocoder gave me county FIPS 48113. Resolve that to the atlas record.|find_county_by_fips|fips:fips5"
    },
    {
      "taskId": "fips-contact",
      "outcome": "responded",
      "chosenTool": "find_county_by_fips",
      "chosenArgs": {
        "fips": "12086"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "fips-contact|Who do I contact about the parcel layer for FIPS 12086?|find_county_by_fips|fips:fips5"
    },
    {
      "taskId": "endpoint-kane",
      "outcome": "responded",
      "chosenTool": "get_county_endpoint",
      "chosenArgs": {
        "state_slug": "illinois",
        "county_slug": "kane-county"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "endpoint-kane|Give me the full atlas record for Kane County, Illinois.|get_county_endpoint|state_slug:state-slug,county_slug:county-slug"
    },
    {
      "taskId": "endpoint-la-notes",
      "outcome": "responded",
      "chosenTool": "get_county_endpoint",
      "chosenArgs": {
        "state_slug": "california",
        "county_slug": "los-angeles-county"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "endpoint-la-notes|What notes and sample query does the atlas carry for Los Angeles County, California?|get_county_endpoint|state_slug:state-slug,county_slug:county-slug"
    },
    {
      "taskId": "endpoint-cook-fields",
      "outcome": "responded",
      "chosenTool": "get_county_endpoint",
      "chosenArgs": {
        "state_slug": "illinois",
        "county_slug": "cook-county"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "endpoint-cook-fields|I want every searchable field on Cook County, Illinois before I write a query.|get_county_endpoint|state_slug:state-slug,county_slug:county-slug"
    },
    {
      "taskId": "endpoint-maricopa",
      "outcome": "responded",
      "chosenTool": "get_county_endpoint",
      "chosenArgs": {
        "state_slug": "arizona",
        "county_slug": "maricopa-county"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "endpoint-maricopa|Pull up Maricopa County in Arizona.|get_county_endpoint|state_slug:state-slug,county_slug:county-slug"
    },
    {
      "taskId": "enrich-owner-direct",
      "outcome": "responded",
      "chosenTool": "enrich_address",
      "chosenArgs": {
        "address": "5 E Wilson St, Batavia, IL 60510"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "enrich-owner-direct|Who owns 5 E Wilson St, Batavia, IL 60510? Just tell me, do not make me query anything.|enrich_address|address:us-address"
    },
    {
      "taskId": "enrich-mailing",
      "outcome": "responded",
      "chosenTool": "enrich_address",
      "chosenArgs": {
        "address": "100 N Lake St, Aurora, IL 60506"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "enrich-mailing|I need the owner mailing address on file for 100 N Lake St, Aurora, IL 60506 so I can send a notice.|enrich_address|address:us-address"
    },
    {
      "taskId": "enrich-apn-and-owner",
      "outcome": "responded",
      "chosenTool": "enrich_address",
      "chosenArgs": {
        "address": "121 N LaSalle St, Chicago, IL 60602"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "enrich-apn-and-owner|Resolve 121 N LaSalle St, Chicago, IL 60602 to its APN and owner of record for me.|enrich_address|address:us-address"
    },
    {
      "taskId": "enrich-one-address-not-radius",
      "outcome": "responded",
      "chosenTool": "enrich_address",
      "chosenArgs": {
        "address": "600 Commerce St, Dallas, TX 75202"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "enrich-one-address-not-radius|Get me the owner of record for exactly one property: 600 Commerce St, Dallas, TX 75202.|enrich_address|address:us-address"
    },
    {
      "taskId": "enrich-single-address-phrasing",
      "outcome": "responded",
      "chosenTool": "enrich_address",
      "chosenArgs": {
        "address": "200 E Wells St, Milwaukee, WI 53202"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "enrich-single-address-phrasing|For this one address, 200 E Wells St, Milwaukee, WI 53202, give me the owner.|enrich_address|address:us-address"
    },
    {
      "taskId": "radius-notice-500ft",
      "outcome": "responded",
      "chosenTool": "radius_owners",
      "chosenArgs": {
        "address": "5 E Wilson St, Batavia, IL 60510",
        "radius_feet": 500
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "radius-notice-500ft|I need the owners of every parcel within 500 feet of 5 E Wilson St, Batavia, IL 60510 for a public notice mailing.|radius_owners|address:us-address,radius_feet:positive-int"
    },
    {
      "taskId": "radius-count-preview",
      "outcome": "responded",
      "chosenTool": "radius_owners",
      "chosenArgs": {
        "address": "100 N Lake St, Aurora, IL 60506",
        "radius_feet": 300,
        "count_only": true
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "radius-count-preview|Before I pull anything, how many parcels are within 300 feet of 100 N Lake St, Aurora, IL 60506?|radius_owners|address:us-address,radius_feet:positive-int,count_only:boolean-true"
    },
    {
      "taskId": "radius-cap-after-preview",
      "outcome": "responded",
      "chosenTool": "radius_owners",
      "chosenArgs": {
        "address": "121 N LaSalle St, Chicago, IL 60602",
        "radius_feet": 500,
        "max_parcels": 250
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "radius-cap-after-preview|The preview said 240 parcels within 500 feet of 121 N LaSalle St, Chicago, IL 60602. Pull the first 250.|radius_owners|address:us-address,radius_feet:positive-int,max_parcels:positive-int"
    },
    {
      "taskId": "radius-mailing-list",
      "outcome": "responded",
      "chosenTool": "radius_owners",
      "chosenArgs": {
        "address": "600 Commerce St, Dallas, TX 75202",
        "radius_feet": 250
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "radius-mailing-list|Build me a mailing list of neighbouring property owners within 250 feet of 600 Commerce St, Dallas, TX 75202.|radius_owners|address:us-address,radius_feet:positive-int"
    },
    {
      "taskId": "radius-default-radius",
      "outcome": "responded",
      "chosenTool": "radius_owners",
      "chosenArgs": {
        "address": "1 City Hall Square, Boston, MA 02201",
        "radius_feet": 500
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "radius-default-radius|Who owns the properties immediately surrounding 1 City Hall Square, Boston, MA 02201?|radius_owners|address:us-address"
    },
    {
      "taskId": "trap-owner-field-exists",
      "outcome": "responded",
      "chosenTool": "get_county_endpoint",
      "chosenArgs": {
        "state_slug": "illinois",
        "county_slug": "kane-county"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "trap-owner-field-exists|Does Kane County, Illinois publish owner names on its parcel layer at all?|get_county_endpoint|state_slug:state-slug,county_slug:county-slug"
    },
    {
      "taskId": "trap-how-many-counties-owner",
      "outcome": "responded",
      "chosenTool": null,
      "chosenArgs": null,
      "stopReason": "end_turn",
      "refusalText": "I don't have a tool that directly counts or lists all counties across the entire atlas with their owner-name capabilities. However, I can help you discover this information by:\n\n1. Using `list_indexed_states` to see all states with indexed counties\n2. Then using `list_counties_in_state` for each state to check which counties expose owner fields\n\nThis would require multiple calls. Would you like me",
      "taskFingerprint": "trap-how-many-counties-owner|How many counties in the atlas can return an owner name?|list_indexed_states|"
    },
    {
      "taskId": "trap-radius-density-count",
      "outcome": "responded",
      "chosenTool": "radius_owners",
      "chosenArgs": {
        "address": "233 S Wacker Dr, Chicago, IL 60606",
        "radius_feet": 500,
        "count_only": true
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "trap-radius-density-count|Roughly how dense is the parcel grid within 500 feet of 233 S Wacker Dr, Chicago, IL 60606? I only need a number, no owner data.|radius_owners|address:us-address,radius_feet:positive-int,count_only:boolean-true"
    },
    {
      "taskId": "trap-verify-endpoint-live",
      "outcome": "responded",
      "chosenTool": "get_county_endpoint",
      "chosenArgs": {
        "state_slug": "illinois",
        "county_slug": "cook-county"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "trap-verify-endpoint-live|Is the Cook County, Illinois parcel endpoint up right now?|get_county_endpoint|state_slug:state-slug,county_slug:county-slug"
    },
    {
      "taskId": "trap-what-does-it-cost",
      "outcome": "responded",
      "chosenTool": null,
      "chosenArgs": null,
      "stopReason": "end_turn",
      "refusalText": "The cost depends on whether you have an API key and what type of plan you're on:\n\n**Without an API key:** Free discovery tools are available (geocoding, finding endpoints, listing counties), but owner lookup is not available.\n\n**With an API key on a paid plan** (Starter $7/mo and up): The **enrich_address** tool performs a single-address owner lookup and draws down your normal request quota (typic",
      "taskFingerprint": "trap-what-does-it-cost|What does it cost me to get owner data for one address?|(none)|"
    },
    {
      "taskId": "oos-bulk-400-addresses",
      "outcome": "responded",
      "chosenTool": null,
      "chosenArgs": null,
      "stopReason": "end_turn",
      "refusalText": "I don't have a tool that can process 400 addresses in a single request. The available tools work one address at a time:\n\n- **enrich_address**: Looks up the owner for one specific address\n- **radius_owners**: Returns owners within a radius of one address (not a batch of addresses)\n\nTo get owner names for 400 addresses, you would need to either:\n\n1. **Call enrich_address 400 times** (one address per",
      "taskFingerprint": "oos-bulk-400-addresses|Give me owner names for these 400 addresses in one go.|(none)|"
    },
    {
      "taskId": "oos-zoning-designation",
      "outcome": "responded",
      "chosenTool": null,
      "chosenArgs": null,
      "stopReason": "end_turn",
      "refusalText": "I don't have a tool available that can retrieve zoning designations. The UrbanKit tools I have access to can help you find parcel information (parcel ID, owner of record, and property addresses), but they don't provide zoning data.\n\nTo find the zoning designation for that address, I'd recommend:\n1. Contacting the City of Aurora Planning & Development Department directly\n2. Checking the City of Aur",
      "taskFingerprint": "oos-zoning-designation|What is the zoning designation for 100 N Lake St, Aurora, IL 60506?|(none)|"
    },
    {
      "taskId": "oos-last-sale-price",
      "outcome": "responded",
      "chosenTool": null,
      "chosenArgs": null,
      "stopReason": "end_turn",
      "refusalText": "I don't have access to a tool that provides historical sales prices or transaction history for properties. The UrbanKit tools available can help you find the parcel ID, owner of record, and county parcel endpoints, but they don't include sales price data.\n\nTo find the last sale price for this property, you would typically need to check:\n- County assessor or recorder's office records\n- Real estate ",
      "taskFingerprint": "oos-last-sale-price|What did 5 E Wilson St, Batavia, IL 60510 last sell for?|(none)|"
    },
    {
      "taskId": "oos-uk-address",
      "outcome": "responded",
      "chosenTool": null,
      "chosenArgs": null,
      "stopReason": "end_turn",
      "refusalText": "I can't help with that request. The UrbanKit parcel lookup tools are limited to U.S. addresses only, and 10 Downing Street is located in London, United Kingdom.",
      "taskFingerprint": "oos-uk-address|Who owns 10 Downing Street, London?|(none)|"
    },
    {
      "taskId": "oos-flood-zone",
      "outcome": "responded",
      "chosenTool": null,
      "chosenArgs": null,
      "stopReason": "end_turn",
      "refusalText": "I don't have a tool available that can determine FEMA flood zone information. The UrbanKit tools I have access to are designed to look up parcel records, owner information, and county endpoints, but they don't include flood zone data from FEMA.\n\nTo find flood zone information for that address, you would need to check FEMA's Flood Map Service Center (https://msc.fema.gov) directly.",
      "taskFingerprint": "oos-flood-zone|Is 350 5th Ave, New York, NY 10118 in a FEMA flood zone?|(none)|"
    },
    {
      "taskId": "oos-building-permits",
      "outcome": "responded",
      "chosenTool": null,
      "chosenArgs": null,
      "stopReason": "end_turn",
      "refusalText": "I don't have a tool available that retrieves building permit data. The UrbanKit Studio server I'm connected to provides access to parcel records, owner information, and county parcel layer endpoints, but not building permit records.\n\nTo find open building permits for that address, you would need to contact the City of Dallas Development Services or check their online permit portal directly.",
      "taskFingerprint": "oos-building-permits|Show me the open building permits for 600 Commerce St, Dallas, TX 75202.|(none)|"
    },
    {
      "taskId": "oos-property-tax-owed",
      "outcome": "responded",
      "chosenTool": null,
      "chosenArgs": null,
      "stopReason": "end_turn",
      "refusalText": "I don't have access to a tool that retrieves property tax amounts or tax assessments. The UrbanKit tools I have available can help you find parcel information (like parcel ID/APN and owner of record), but property tax amounts are typically obtained from:\n\n1. **Cook County Assessor's Office** (for Chicago properties) - their website allows you to search by address or parcel number\n2. **Cook County ",
      "taskFingerprint": "oos-property-tax-owed|How much property tax is owed on 121 N LaSalle St, Chicago, IL 60602?|(none)|"
    },
    {
      "taskId": "chain-county-then-indexed",
      "outcome": "responded",
      "chosenTool": "geocode_address",
      "chosenArgs": {
        "address": "4700 W Russell Rd, Las Vegas, NV 89118"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "chain-county-then-indexed|I have an address in a county I have never heard of: 4700 W Russell Rd, Las Vegas, NV 89118. First figure out which county that is, then tell me whether the atlas indexes it.|find_parcel_by_address|address:us-address"
    },
    {
      "taskId": "chain-states-then-counties",
      "outcome": "responded",
      "chosenTool": "list_indexed_states",
      "chosenArgs": {},
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "chain-states-then-counties|Work out which state in your atlas has the most indexed counties, then list that state's counties for me.|list_indexed_states|"
    },
    {
      "taskId": "chain-geocode-then-fips",
      "outcome": "responded",
      "chosenTool": "geocode_address",
      "chosenArgs": {
        "address": "1 Dr Carlton B Goodlett Pl, San Francisco, CA 94102"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "chain-geocode-then-fips|Here is an address I cannot place: 1 Dr Carlton B Goodlett Pl, San Francisco, CA 94102. Get the county FIPS for it, then pull the atlas record for that county.|geocode_address|address:us-address"
    },
    {
      "taskId": "chain-state-list-then-endpoint",
      "outcome": "responded",
      "chosenTool": "list_counties_in_state",
      "chosenArgs": {
        "state_slug": "nevada"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "chain-state-list-then-endpoint|I want the full endpoint record for a Nevada county you index, but I do not know which counties you have there. Sort it out.|list_counties_in_state|state_slug:state-slug"
    },
    {
      "taskId": "chain-address-then-state-counties",
      "outcome": "responded",
      "chosenTool": "find_parcel_by_address",
      "chosenArgs": {
        "address": "121 N LaSalle St, Chicago, IL 60602"
      },
      "stopReason": "tool_use",
      "refusalText": null,
      "taskFingerprint": "chain-address-then-state-counties|For the county containing 121 N LaSalle St, Chicago, IL 60602, I then want to see every other county you index in that same state.|find_parcel_by_address|address:us-address"
    }
  ]
}