Hotel to Source List: Full 28-Model Discovery Report

ByAURA

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Scope: This is the controlled Step 1 benchmark. Models generated search queries and selected sources. The controller—not the model—executed searches and rendered pages. No hotel facts were extracted.

Input

{
  "subject_id": "doubletree-chicago-north-shore-skokie",
  "name": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center",
  "address": "9599 Skokie Boulevard, Skokie, Illinois 60077-1314, United States"
}

Method

  1. Each of 28 eligible text-model routes received only the hotel name and full address.
  2. Each model returned 3–8 search queries under a strict schema.
  3. The controller deduplicated 130 planned queries to 98 unique queries, executed them through one backend, and cached 402 result rows.
  4. Each model received only the 12–23 unique results generated by its own plan.
  5. The same model selected one canonical official page, up to three supplements, and up to five guest or independent pages.
  6. The controller rendered all 33 unique selected URLs with Firefox/Playwright: 22 produced usable text and 14 showed direct identity markers.

Scoring

Schema 10; canonical property page 25; official supplements 15; property-level guest-source selection 20; actual retrieval 20; valid ready status 10. Tripadvisor feature/photo/individual-review pages, booking-only duplicates, event-only sources, social pages, generic indexes, and syndicated mirrors did not count as independent property-level guest corpora.

The renderer result affects retrieval points. A blocked page can be a semantically correct URL but is not yet a usable extraction source.

All model findings

1. gemma4:31b — remote-10.7.6.39

Score 93.00 Outcome Usable minimum met: 5 valid / 4 rendered guest sources
Query plan accepted Search results supplied 16
Selection accepted Model time 78.72 s

Queries

  1. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official site
  2. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center rooms amenities dining
  3. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center 9599 Skokie Boulevard reviews
  4. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center TripAdvisor
  5. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Google reviews
  6. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Expedia reviews

Selected websites

Exact query-plan output 
{"queries": [
  {"query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official site", "purpose": "canonical_official_page"},
  {"query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center rooms amenities dining", "purpose": "supplemental_official_pages"},
  {"query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center 9599 Skokie Boulevard reviews", "purpose": "independent_guest_review_pages"},
  {"query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center TripAdvisor", "purpose": "independent_guest_review_pages"},
  {"query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Google reviews", "purpose": "independent_guest_review_pages"},
  {"query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Expedia reviews", "purpose": "independent_guest_review_pages"}
]}
Exact source-selection output 
{"canonical_official_result_id": "R001", "supplemental_official_result_ids": ["R003", "R004", "R005"], "independent_or_guest_result_ids": ["R007", "R008", "R009", "R010", "R011"],"status": "candidate_list_ready","confidence": 1.0}
Deterministic scoring receipt 
{
  "score": 93.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 2,
  "valid_guest_count": 5,
  "usable_guest_count": 4,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 10.0,
    "guest_selection": 20.0,
    "retrieval": 18.0,
    "status": 10.0
  },
  "failure_stage": null
}

2. qwen3.5:9b — remote-10.7.6.39

Score 92.00 Outcome Usable minimum met: 4 valid / 3 rendered guest sources
Query plan accepted Search results supplied 23
Selection accepted Model time 18.85 s

Queries

  1. site:doubletree.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center
  2. site:hilton.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center rooms amenities
  3. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center 9599 Skokie Boulevard reviews TripAdvisor
  4. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Google Reviews
  5. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Yelp reviews
  6. site:booking.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official property page
  7. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Expedia dining location policies

Selected websites

Exact query-plan output 
{
  "queries": [
    {
      "query": "site:doubletree.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center",
      "purpose": "canonical_official_page"
    },
    {
      "query": "site:hilton.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center rooms amenities",
      "purpose": "supplemental_official_pages"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center 9599 Skokie Boulevard reviews TripAdvisor",
      "purpose": "independent_guest_reviews"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Google Reviews",
      "purpose": "independent_guest_reviews"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Yelp reviews",
      "purpose": "independent_guest_reviews"
    },
    {
      "query": "site:booking.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official property page",
      "purpose": "supplemental_official_pages"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Expedia dining location policies",
      "purpose": "supplemental_official_pages"
    }
  ]
}
Exact source-selection output 
{
  "canonical_official_result_id": "R007",
  "supplemental_official_result_ids": [
    "R006",
    "R008",
    "R009"
  ],
  "independent_or_guest_result_ids": [
    "R011",
    "R012",
    "R013",
    "R014",
    "R015"
  ],
  "status": "candidate_list_ready",
  "confidence": 0.98
}
Deterministic scoring receipt 
{
  "score": 92.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 3,
  "valid_guest_count": 4,
  "usable_guest_count": 3,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 15.0,
    "guest_selection": 16.0,
    "retrieval": 16.0,
    "status": 10.0
  },
  "failure_stage": null
}

3. qwen3.5:9b — local-mac-mini

Score 92.00 Outcome Usable minimum met: 4 valid / 3 rendered guest sources
Query plan accepted Search results supplied 22
Selection accepted Model time 43.74 s

Queries

  1. site:doubletree.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center
  2. site:hilton.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center rooms amenities
  3. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center 9599 Skokie Boulevard reviews TripAdvisor
  4. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Google Reviews
  5. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Yelp reviews
  6. site:booking.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official property page
  7. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center policies dining location official site

Selected websites

Exact query-plan output 
{
  "queries": [
    {
      "query": "site:doubletree.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center",
      "purpose": "canonical_official_page"
    },
    {
      "query": "site:hilton.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center rooms amenities",
      "purpose": "supplemental_official_pages"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center 9599 Skokie Boulevard reviews TripAdvisor",
      "purpose": "independent_guest_reviews"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Google Reviews",
      "purpose": "independent_guest_reviews"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Yelp reviews",
      "purpose": "independent_guest_reviews"
    },
    {
      "query": "site:booking.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official property page",
      "purpose": "supplemental_official_pages"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center policies dining location official site",
      "purpose": "supplemental_official_pages"
    }
  ]
}
Exact source-selection output 
{
  "canonical_official_result_id": "R007",
  "supplemental_official_result_ids": [
    "R006",
    "R008",
    "R009"
  ],
  "independent_or_guest_result_ids": [
    "R011",
    "R012",
    "R013",
    "R014",
    "R015"
  ],
  "status": "candidate_list_ready",
  "confidence": 0.98
}
Deterministic scoring receipt 
{
  "score": 92.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 3,
  "valid_guest_count": 4,
  "usable_guest_count": 3,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 15.0,
    "guest_selection": 16.0,
    "retrieval": 16.0,
    "status": 10.0
  },
  "failure_stage": null
}

4. qwen3.5:9b-64k — local-mac-mini

Score 92.00 Outcome Usable minimum met: 4 valid / 3 rendered guest sources
Query plan accepted Search results supplied 22
Selection accepted Model time 45.60 s

Queries

  1. site:doubletree.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center
  2. site:hilton.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center rooms amenities
  3. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center 9599 Skokie Boulevard reviews TripAdvisor
  4. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Google Reviews
  5. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Yelp reviews
  6. site:booking.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official property page
  7. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center policies dining location official site

Selected websites

Exact query-plan output 
{
  "queries": [
    {
      "query": "site:doubletree.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center",
      "purpose": "canonical_official_page"
    },
    {
      "query": "site:hilton.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center rooms amenities",
      "purpose": "supplemental_official_pages"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center 9599 Skokie Boulevard reviews TripAdvisor",
      "purpose": "independent_guest_reviews"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Google Reviews",
      "purpose": "independent_guest_reviews"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Yelp reviews",
      "purpose": "independent_guest_reviews"
    },
    {
      "query": "site:booking.com DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official property page",
      "purpose": "supplemental_official_pages"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center policies dining location official site",
      "purpose": "supplemental_official_pages"
    }
  ]
}
Exact source-selection output 
{
  "canonical_official_result_id": "R007",
  "supplemental_official_result_ids": [
    "R006",
    "R008",
    "R009"
  ],
  "independent_or_guest_result_ids": [
    "R011",
    "R012",
    "R013",
    "R014",
    "R015"
  ],
  "status": "candidate_list_ready",
  "confidence": 0.98
}
Deterministic scoring receipt 
{
  "score": 92.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 3,
  "valid_guest_count": 4,
  "usable_guest_count": 3,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 15.0,
    "guest_selection": 16.0,
    "retrieval": 16.0,
    "status": 10.0
  },
  "failure_stage": null
}

5. mistral-small:24b — local-mac-mini

Score 88.00 Outcome Usable minimum met: 3 valid / 3 rendered guest sources
Query plan accepted Search results supplied 15
Selection accepted Model time 113.96 s

Queries

  1. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website
  2. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard amenities
  3. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard dining
  4. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard room types
  5. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard policies
  6. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard TripAdvisor reviews
  7. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard Expedia reviews
  8. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard Google reviews

Selected websites

Exact query-plan output 
{
  "queries": [
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website",
      "purpose": "Find the canonical official property page"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard amenities",
      "purpose": "Find supplemental official pages for amenities"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard dining",
      "purpose": "Find supplemental official pages for dining"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard room types",
      "purpose": "Find supplemental official pages for rooms"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard policies",
      "purpose": "Find supplemental official pages for policies"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard TripAdvisor reviews",
      "purpose": "Find independent property-level guest-review pages on TripAdvisor"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard Expedia reviews",
      "purpose": "Find independent property-level guest-review pages on Expedia"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Skokie Boulevard Google reviews",
      "purpose": "Find independent property-level guest-review pages on Google"
    }
  ]
}
Exact source-selection output 
{
  "canonical_official_result_id": "R001",
  "supplemental_official_result_ids": [
    "R005",
    "R009",
    "R010"
  ],
  "independent_or_guest_result_ids": [
    "R006",
    "R008",
    "R011"
  ],
  "status": "candidate_list_ready",
  "confidence": 1.0
}
Deterministic scoring receipt 
{
  "score": 88.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 3,
  "valid_guest_count": 3,
  "usable_guest_count": 3,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 15.0,
    "guest_selection": 12.0,
    "retrieval": 16.0,
    "status": 10.0
  },
  "failure_stage": null
}

6. gemma4:e4b — remote-10.7.6.39

Score 87.00 Outcome Usable minimum met: 4 valid / 3 rendered guest sources
Query plan accepted Search results supplied 15
Selection accepted Model time 23.27 s

Queries

  1. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website
  2. DoubleTree by Hilton Chicago North Shore Skokie amenities rooms
  3. DoubleTree by Hilton Chicago North Shore Skokie dining policies
  4. reviews for DoubleTree by Hilton Hotel Chicago - North Shore Conference Center
  5. DoubleTree by Hilton Skokie Illinois location reviews
  6. Hilton official site DoubleTree Chicago North Shore Skokie
  7. Skokie IL hotels DoubleTree by Hilton reviews

Selected websites

Exact query-plan output 
{
  "queries": [
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website",
      "purpose": "Find the canonical official property page."
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Skokie amenities rooms",
      "purpose": "Find supplemental official pages (amenities, rooms)."
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Skokie dining policies",
      "purpose": "Find supplemental official pages (dining, policies)."
    },
    {
      "query": "reviews for DoubleTree by Hilton Hotel Chicago - North Shore Conference Center",
      "purpose": "Find independent guest-review pages (general search)."
    },
    {
      "query": "DoubleTree by Hilton Skokie Illinois location reviews",
      "purpose": "Find independent guest-review pages using location and brand."
    },
    {
      "query": "Hilton official site DoubleTree Chicago North Shore Skokie",
      "purpose": "Find the canonical official page via the parent brand site."
    },
    {
      "query": "Skokie IL hotels DoubleTree by Hilton reviews",
      "purpose": "Find independent guest-review pages using broader local context."
    }
  ]
}
Exact source-selection output 
{
  "canonical_official_result_id": "R001",
  "supplemental_official_result_ids": [
    "R005",
    "R009"
  ],
  "independent_or_guest_result_ids": [
    "R006",
    "R007",
    "R011",
    "R012",
    "R013"
  ],
  "status": "candidate_list_ready",
  "confidence": 1.0
}
Deterministic scoring receipt 
{
  "score": 87.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 2,
  "valid_guest_count": 4,
  "usable_guest_count": 3,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 10.0,
    "guest_selection": 16.0,
    "retrieval": 16.0,
    "status": 10.0
  },
  "failure_stage": null
}

7. qwen3:8b — local-mac-mini

Score 87.00 Outcome Usable minimum met: 4 valid / 3 rendered guest sources
Query plan accepted Search results supplied 19
Selection accepted Model time 37.22 s

Queries

  1. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website
  2. DoubleTree by Hilton Chicago North Shore Conference Center rooms page
  3. DoubleTree by Hilton Chicago North Shore Conference Center amenities page
  4. DoubleTree by Hilton Chicago North Shore Conference Center policies page
  5. DoubleTree by Hilton Chicago North Shore Conference Center dining page
  6. DoubleTree by Hilton Chicago North Shore Conference Center guest reviews
  7. DoubleTree by Hilton Hotel Chicago North Shore Conference Center reviews
  8. DoubleTree by Hilton Chicago North Shore Conference Center location reviews

Selected websites

Exact query-plan output 
{
  "queries": [
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website",
      "purpose": "Discover canonical official property page"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center rooms page",
      "purpose": "Discover supplemental official property page for rooms"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center amenities page",
      "purpose": "Discover supplemental official property page for amenities"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center policies page",
      "purpose": "Discover supplemental official property page for policies"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center dining page",
      "purpose": "Discover supplemental official property page for dining"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center guest reviews",
      "purpose": "Discover independent property-level guest-review pages"
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago North Shore Conference Center reviews",
      "purpose": "Discover independent property-level guest-review pages"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center location reviews",
      "purpose": "Discover independent property-level guest-review pages"
    }
  ]
}
Exact source-selection output 
{
  "canonical_official_result_id": "R001",
  "supplemental_official_result_ids": ["R006", "R014", "R015"],
  "independent_or_guest_result_ids": ["R017", "R018", "R019", "R009", "R008"],
  "status": "candidate_list_ready",
  "confidence": 1
}
Deterministic scoring receipt 
{
  "score": 87.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 2,
  "valid_guest_count": 4,
  "usable_guest_count": 3,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 10.0,
    "guest_selection": 16.0,
    "retrieval": 16.0,
    "status": 10.0
  },
  "failure_stage": null
}

8. qwen3.8:latest — remote-10.7.6.39

Score 83.00 Outcome Usable minimum met: 3 valid / 3 rendered guest sources
Query plan accepted Search results supplied 22
Selection accepted Model time 44.26 s

Queries

  1. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" official site
  2. site:hilton.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center"
  3. "DoubleTree by Hilton Chicago North Shore" rooms amenities policies
  4. "DoubleTree by Hilton Chicago North Shore" dining location map
  5. "DoubleTree by Hilton Chicago North Shore" reviews
  6. site:tripadvisor.com "DoubleTree by Hilton Chicago North Shore"
  7. site:booking.com "DoubleTree by Hilton Chicago North Shore"
  8. "9599 Skokie Boulevard" "DoubleTree" reviews

Selected websites

Exact query-plan output 
{
  "queries": [
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" official site",
      "purpose": "canonical_official"
    },
    {
      "query": "site:hilton.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\"",
      "purpose": "canonical_official"
    },
    {
      "query": "\"DoubleTree by Hilton Chicago North Shore\" rooms amenities policies",
      "purpose": "supplemental_official"
    },
    {
      "query": "\"DoubleTree by Hilton Chicago North Shore\" dining location map",
      "purpose": "supplemental_official"
    },
    {
      "query": "\"DoubleTree by Hilton Chicago North Shore\" reviews",
      "purpose": "independent_reviews"
    },
    {
      "query": "site:tripadvisor.com \"DoubleTree by Hilton Chicago North Shore\"",
      "purpose": "independent_reviews"
    },
    {
      "query": "site:booking.com \"DoubleTree by Hilton Chicago North Shore\"",
      "purpose": "independent_reviews"
    },
    {
      "query": "\"9599 Skokie Boulevard\" \"DoubleTree\" reviews",
      "purpose": "independent_reviews"
    }
  ]
}
Exact source-selection output 
{
  "canonical_official_result_id": "R001",
  "supplemental_official_result_ids": [
    "R002",
    "R003"
  ],
  "independent_or_guest_result_ids": [
    "R019",
    "R020",
    "R013",
    "R014",
    "R022"
  ],
  "status": "candidate_list_ready",
  "confidence": 0.95
}
Deterministic scoring receipt 
{
  "score": 83.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 2,
  "valid_guest_count": 3,
  "usable_guest_count": 3,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 10.0,
    "guest_selection": 12.0,
    "retrieval": 16.0,
    "status": 10.0
  },
  "failure_stage": null
}

9. qwen3.6:27b — local-mac-mini

Score 72.00 Outcome Insufficient corpus: 2 valid / 2 rendered guest sources
Query plan accepted Search results supplied 15
Selection accepted Model time 147.22 s

Queries

  1. site:hilton.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center"
  2. "9599 Skokie Boulevard" DoubleTree hotel rooms amenities dining
  3. site:tripadvisor.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center"
  4. site:booking.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center"
  5. site:expedia.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center"
  6. site:google.com/maps "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" reviews
  7. site:trivago.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center"

Selected websites

Exact query-plan output 
{
  "queries": [
    {
      "query": "site:hilton.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\"",
      "purpose": "Find the canonical official property page on the brand's domain."
    },
    {
      "query": "\"9599 Skokie Boulevard\" DoubleTree hotel rooms amenities dining",
      "purpose": "Find supplemental official pages detailing specific property features like rooms, amenities, and dining options."
    },
    {
      "query": "site:tripadvisor.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\"",
      "purpose": "Find independent guest reviews and ratings on TripAdvisor."
    },
    {
      "query": "site:booking.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\"",
      "purpose": "Find independent guest reviews and property details on Booking.com."
    },
    {
      "query": "site:expedia.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\"",
      "purpose": "Find independent guest reviews and property details on Expedia."
    },
    {
      "query": "site:google.com/maps \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" reviews",
      "purpose": "Find independent guest reviews and ratings on Google Maps/Google Business Profile."
    },
    {
      "query": "site:trivago.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\"",
      "purpose": "Find aggregated independent reviews and price comparisons on Trivago."
    }
  ]
}
Exact source-selection output 
{
  "canonical_official_result_id": "R001",
  "supplemental_official_result_ids": [
    "R002",
    "R006",
    "R003"
  ],
  "independent_or_guest_result_ids": [
    "R010",
    "R009",
    "R015"
  ],
  "status": "candidate_list_ready",
  "confidence": 0.95
}
Deterministic scoring receipt 
{
  "score": 72.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 3,
  "valid_guest_count": 2,
  "usable_guest_count": 2,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 15.0,
    "guest_selection": 8.0,
    "retrieval": 14.0,
    "status": 0.0
  },
  "failure_stage": null
}

10. qwen3.6:latest — local-mac-mini

Score 70.00 Outcome Insufficient corpus: 2 valid / 1 rendered guest sources
Query plan accepted Search results supplied 12
Selection accepted Model time 142.27 s

Queries

  1. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" official site
  2. site:hilton.com "9599 Skokie Boulevard" rooms rates
  3. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" amenities dining policies
  4. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" reviews
  5. "9599 Skokie Boulevard, Skokie, Illinois 60077" hotel rating
  6. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" location map attractions
  7. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" booking deals

Selected websites

Exact query-plan output 
{
  "queries": [
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" official site",
      "purpose": "Find the canonical official property page"
    },
    {
      "query": "site:hilton.com \"9599 Skokie Boulevard\" rooms rates",
      "purpose": "Find supplemental official pages for rooms and rates"
    },
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" amenities dining policies",
      "purpose": "Find supplemental official pages for amenities, dining, or policies"
    },
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" reviews",
      "purpose": "Find independent property-level guest-review corpora (e.g., TripAdvisor)"
    },
    {
      "query": "\"9599 Skokie Boulevard, Skokie, Illinois 60077\" hotel rating",
      "purpose": "Find independent property-level guest-review corpora via address"
    },
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" location map attractions",
      "purpose": "Find supplemental official pages for location or nearby attractions"
    },
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" booking deals",
      "purpose": "Find independent property-level guest-review corpora via booking platforms"
    }
  ]
}
Exact source-selection output 
{
  "canonical_official_result_id": "R001",
  "supplemental_official_result_ids": [
    "R006",
    "R003",
    "R002"
  ],
  "independent_or_guest_result_ids": [
    "R008",
    "R009",
    "R010"
  ],
  "status": "candidate_list_ready",
  "confidence": 0.95
}
Deterministic scoring receipt 
{
  "score": 70.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 3,
  "valid_guest_count": 2,
  "usable_guest_count": 1,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 15.0,
    "guest_selection": 8.0,
    "retrieval": 12.0,
    "status": 0.0
  },
  "failure_stage": null
}

11. qwen3.5:35b — remote-10.7.6.39

Score 67.00 Outcome Insufficient corpus: 2 valid / 2 rendered guest sources
Query plan accepted Search results supplied 13
Selection accepted Model time 50.67 s

Queries

  1. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" official site
  2. "DoubleTree by Hilton Skokie" rooms rates availability
  3. "9599 Skokie Boulevard" DoubleTree amenities dining policies
  4. site:tripadvisor.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center"
  5. site:booking.com "DoubleTree by Hilton Skokie" reviews
  6. site:expedia.com "DoubleTree Chicago North Shore" reviews
  7. "DoubleTree by Hilton Skokie" Google Maps reviews

Selected websites

Exact query-plan output 
{
  "queries": [
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" official site",
      "purpose": "Find the canonical official property page"
    },
    {
      "query": "\"DoubleTree by Hilton Skokie\" rooms rates availability",
      "purpose": "Find supplemental official pages for rooms and booking"
    },
    {
      "query": "\"9599 Skokie Boulevard\" DoubleTree amenities dining policies",
      "purpose": "Find supplemental official pages for amenities, dining, or policies"
    },
    {
      "query": "site:tripadvisor.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\"",
      "purpose": "Find independent guest-review pages on TripAdvisor"
    },
    {
      "query": "site:booking.com \"DoubleTree by Hilton Skokie\" reviews",
      "purpose": "Find independent guest-review pages on Booking.com"
    },
    {
      "query": "site:expedia.com \"DoubleTree Chicago North Shore\" reviews",
      "purpose": "Find independent guest-review pages on Expedia"
    },
    {
      "query": "\"DoubleTree by Hilton Skokie\" Google Maps reviews",
      "purpose": "Find independent guest-review pages via Google Maps"
    }
  ]
}
Exact source-selection output 
{
  "canonical_official_result_id": "R001",
  "supplemental_official_result_ids": [
    "R002",
    "R003"
  ],
  "independent_or_guest_result_ids": [
    "R009",
    "R008",
    "R012",
    "R010",
    "R011"
  ],
  "status": "candidate_list_ready",
  "confidence": 0.95
}
Deterministic scoring receipt 
{
  "score": 67.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 2,
  "valid_guest_count": 2,
  "usable_guest_count": 2,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 10.0,
    "guest_selection": 8.0,
    "retrieval": 14.0,
    "status": 0.0
  },
  "failure_stage": null
}

12. edtorre/muse-glimmer-agent:latest — remote-10.7.6.39

Score 65.00 Outcome Insufficient corpus: 2 valid / 1 rendered guest sources
Query plan accepted Search results supplied 16
Selection accepted Model time 42.46 s

Queries

  1. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" site:hilton.com
  2. "DoubleTree by Hilton Chicago North Shore Skokie" "9599 Skokie Boulevard" official
  3. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" rooms amenities policies site:doubletree3.hilton.com
  4. "DoubleTree by Hilton Chicago North Shore Skokie" Tripadvisor reviews
  5. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" Expedia reviews
  6. "DoubleTree by Hilton Chicago North Shore Skokie" Booking.com reviews
  7. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" Google Maps reviews

Selected websites

Exact query-plan output 
{"queries": [
  {
    "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" site:hilton.com",
    "purpose": "Find canonical official property page on Hilton domain"
  },
  {
    "query": "\"DoubleTree by Hilton Chicago North Shore Skokie\" \"9599 Skokie Boulevard\" official",
    "purpose": "Locate official property page using full address and name"
  },
  {
    "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" rooms amenities policies site:doubletree3.hilton.com",
    "purpose": "Find supplemental official pages for rooms, amenities, policies"
  },
  {
    "query": "\"DoubleTree by Hilton Chicago North Shore Skokie\" Tripadvisor reviews",
    "purpose": "Find independent guest-review corpus on Tripadvisor"
  },
  {
    "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" Expedia reviews",
    "purpose": "Find independent guest-review corpus on Expedia"
  },
  {
    "query": "\"DoubleTree by Hilton Chicago North Shore Skokie\" Booking.com reviews",
    "purpose": "Find independent guest-review corpus on Booking.com"
  },
  {
    "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" Google Maps reviews",
    "purpose": "Find independent guest-review corpus on Google Maps"
  }
]}<|eot|>
Exact source-selection output 
{"canonical_official_result_id":"R001","supplemental_official_result_ids":["R002","R003","R006"],"independent_or_guest_result_ids":["R011","R012","R016"],"status":"candidate_list_ready","confidence":0.68}<|eot|>
Deterministic scoring receipt 
{
  "score": 65.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 2,
  "valid_guest_count": 2,
  "usable_guest_count": 1,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 10.0,
    "guest_selection": 8.0,
    "retrieval": 12.0,
    "status": 0.0
  },
  "failure_stage": null
}

13. qwen3.6:latest — remote-10.7.6.39

Score 65.00 Outcome Insufficient corpus: 2 valid / 1 rendered guest sources
Query plan accepted Search results supplied 15
Selection accepted Model time 48.67 s

Queries

  1. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" official site
  2. site:doubletree.com "9599 Skokie Boulevard" rooms
  3. site:doubletree.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" amenities dining
  4. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" reviews
  5. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" Skokie TripAdvisor
  6. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" Google Maps reviews
  7. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" booking.com

Selected websites

Exact query-plan output 
{
  "queries": [
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" official site",
      "purpose": "Find the canonical official property page"
    },
    {
      "query": "site:doubletree.com \"9599 Skokie Boulevard\" rooms",
      "purpose": "Find supplemental official page for rooms"
    },
    {
      "query": "site:doubletree.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" amenities dining",
      "purpose": "Find supplemental official pages for amenities and dining"
    },
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" reviews",
      "purpose": "Find independent property-level guest-review corpora"
    },
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" Skokie TripAdvisor",
      "purpose": "Find independent property-level guest-review corpora on TripAdvisor"
    },
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" Google Maps reviews",
      "purpose": "Find independent property-level guest-review corpora via Google"
    },
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" booking.com",
      "purpose": "Find independent property-level guest-review corpora on Booking.com"
    }
  ]
}
Exact source-selection output 
{
  "canonical_official_result_id": "R001",
  "supplemental_official_result_ids": [
    "R002",
    "R003",
    "R014"
  ],
  "independent_or_guest_result_ids": [
    "R006",
    "R007",
    "R010",
    "R013",
    "R012"
  ],
  "status": "candidate_list_ready",
  "confidence": 0.95
}
Deterministic scoring receipt 
{
  "score": 65.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 2,
  "valid_guest_count": 2,
  "usable_guest_count": 1,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 10.0,
    "guest_selection": 8.0,
    "retrieval": 12.0,
    "status": 0.0
  },
  "failure_stage": null
}

14. nemotron-3.5-lightning:30b — remote-10.7.6.39

Score 61.00 Outcome Insufficient corpus: 1 valid / 1 rendered guest sources
Query plan accepted Search results supplied 19
Selection accepted Model time 64.42 s

Queries

  1. DoubleTree by Hilton Hotel Chicago North Shore Conference Center Skokie Illinois
  2. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" 9599 Skokie Boulevard
  3. DoubleTree Chicago North Shore Skokie TripAdvisor reviews
  4. DoubleTree Chicago North Shore Skokie Booking.com reviews
  5. DoubleTree Chicago North Shore Skokie Yelp reviews
  6. DoubleTree by Hilton Chicago North Shore Conference Center amenities parking dining
  7. DoubleTree by Hilton Hotel Chicago North Shore Conference Center official website
  8. Hilton Honors DoubleTree Chicago North Shore Skokie

Selected websites

Exact query-plan output 
{
  "queries": [
    {
      "query": "DoubleTree by Hilton Hotel Chicago North Shore Conference Center Skokie Illinois",
      "purpose": "Find the canonical official property page and supplemental pages for rooms, amenities, and policies."
    },
    {
      "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" 9599 Skokie Boulevard",
      "purpose": "Locate the exact canonical page using the full legal name and address."
    },
    {
      "query": "DoubleTree Chicago North Shore Skokie TripAdvisor reviews",
      "purpose": "Find independent guest-review pages on TripAdvisor."
    },
    {
      "query": "DoubleTree Chicago North Shore Skokie Booking.com reviews",
      "purpose": "Find independent guest-review pages on Booking.com."
    },
    {
      "query": "DoubleTree Chicago North Shore Skokie Yelp reviews",
      "purpose": "Find independent guest-review pages on Yelp."
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center amenities parking dining",
      "purpose": "Find supplemental official pages detailing rooms, amenities, policies, and dining."
    },
    {
      "query": "DoubleTree by Hilton Hotel Chicago North Shore Conference Center official website",
      "purpose": "Locate the primary official hotel website."
    },
    {
      "query": "Hilton Honors DoubleTree Chicago North Shore Skokie",
      "purpose": "Find official brand pages and loyalty program information."
    }
  ]
}
Exact source-selection output 
{
  "canonical_official_result_id": "R001",
  "supplemental_official_result_ids": [
    "R003",
    "R006",
    "R018"
  ],
  "independent_or_guest_result_ids": [
    "R007",
    "R009",
    "R008"
  ],
  "status": "candidate_list_ready",
  "confidence": 1
}
Deterministic scoring receipt 
{
  "score": 61.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 2,
  "valid_guest_count": 1,
  "usable_guest_count": 1,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 10.0,
    "guest_selection": 4.0,
    "retrieval": 12.0,
    "status": 0.0
  },
  "failure_stage": null
}

15. gemma3:12b — local-mac-mini

Score 61.00 Outcome Insufficient corpus: 1 valid / 1 rendered guest sources
Query plan accepted Search results supplied 20
Selection accepted Model time 66.94 s

Queries

  1. site:hilton.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" Skokie Illinois
  2. site:hilton.com "DoubleTree Chicago North Shore" Skokie Boulevard
  3. site:hilton.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" rooms
  4. site:hilton.com "DoubleTree Chicago North Shore" amenities
  5. site:tripadvisor.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" Skokie
  6. site:booking.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" Skokie Illinois
  7. site:google.com "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" Skokie Illinois reviews
  8. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" Skokie Illinois location

Selected websites

Exact query-plan output 
{"queries": [
  {"query": "site:hilton.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" Skokie Illinois", "purpose": "canonical official page"},
  {"query": "site:hilton.com \"DoubleTree Chicago North Shore\" Skokie Boulevard", "purpose": "canonical official page - alternative phrasing"},
  {"query": "site:hilton.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" rooms", "purpose": "supplemental official page - rooms"},
  {"query": "site:hilton.com \"DoubleTree Chicago North Shore\" amenities", "purpose": "supplemental official page - amenities"},
  {"query": "site:tripadvisor.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" Skokie", "purpose": "independent review pages"},
  {"query": "site:booking.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" Skokie Illinois", "purpose": "independent review pages & potential supplemental info"},
  {"query": "site:google.com \"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" Skokie Illinois reviews", "purpose": "independent review pages - Google reviews"},
  {"query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" Skokie Illinois location", "purpose": "supplemental official or independent pages - location information"}
]}
Exact source-selection output 
{
  "canonical_official_result_id": "R001",
  "supplemental_official_result_ids": [
    "R002",
    "R006",
    "R005"
  ],
  "independent_or_guest_result_ids": [
    "R012",
    "R013",
    "R014",
    "R015",
    "R016"
  ],
  "status": "candidate_list_ready",
  "confidence": 1.0
}
Deterministic scoring receipt 
{
  "score": 61.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 2,
  "valid_guest_count": 1,
  "usable_guest_count": 1,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 10.0,
    "guest_selection": 4.0,
    "retrieval": 12.0,
    "status": 0.0
  },
  "failure_stage": null
}

16. muse-glimmer:30b — remote-10.7.6.39

Score 59.00 Outcome Insufficient corpus: 1 valid / 0 rendered guest sources
Query plan accepted Search results supplied 21
Selection accepted Model time 42.43 s

Queries

  1. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" site:hilton.com
  2. "DoubleTree by Hilton Chicago North Shore" "9599 Skokie Boulevard" official
  3. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" rooms amenities policies site:doubletree3.hilton.com
  4. "DoubleTree by Hilton Chicago North Shore Skokie" TripAdvisor reviews
  5. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" Google Maps reviews
  6. "DoubleTree by Hilton Chicago North Shore" Expedia hotel page
  7. "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center" Booking.com

Selected websites

Exact query-plan output 
{"queries": [
  {
    "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" site:hilton.com",
    "purpose": "Find canonical official property page on Hilton domain"
  },
  {
    "query": "\"DoubleTree by Hilton Chicago North Shore\" \"9599 Skokie Boulevard\" official",
    "purpose": "Locate official property page using full address and name"
  },
  {
    "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" rooms amenities policies site:doubletree3.hilton.com",
    "purpose": "Find supplemental official pages for rooms, amenities, policies"
  },
  {
    "query": "\"DoubleTree by Hilton Chicago North Shore Skokie\" TripAdvisor reviews",
    "purpose": "Find independent guest-review corpus on TripAdvisor"
  },
  {
    "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" Google Maps reviews",
    "purpose": "Find independent guest-review corpus on Google Maps"
  },
  {
    "query": "\"DoubleTree by Hilton Chicago North Shore\" Expedia hotel page",
    "purpose": "Find independent property-level listing on Expedia"
  },
  {
    "query": "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" Booking.com",
    "purpose": "Find independent property-level listing on Booking.com"
  }
]}<|eot|>
Exact source-selection output 
{"canonical_official_result_id":"R001","supplemental_official_result_ids":["R002","R003","R008"],"independent_or_guest_result_ids":["R013","R015","R007","R016","R020"],"status":"candidate_list_ready","confidence":0.7}<|eot|>
Deterministic scoring receipt 
{
  "score": 59.0,
  "schema_valid": true,
  "unknown_result_ids": [],
  "duplicate_result_ids": false,
  "canonical_correct": true,
  "canonical_usable": true,
  "valid_supplemental_count": 2,
  "valid_guest_count": 1,
  "usable_guest_count": 0,
  "wrong_property_contamination": false,
  "components": {
    "schema": 10.0,
    "canonical": 25.0,
    "supplemental": 10.0,
    "guest_selection": 4.0,
    "retrieval": 10.0,
    "status": 0.0
  },
  "failure_stage": null
}

17. nemotron-3.5-lightning:30b-mlx — local-mac-mini

Score 0.00 Outcome Query-plan contract failed
Query plan request_error Search results supplied 0
Selection not_run Model time 0.04 s

Queries

  1. None: query-plan stage failed.

Selected websites

  • None.
Exact query-plan output 





Exact source-selection output






Deterministic scoring receipt

{
  "score": 0.0,
  "schema_valid": false,
  "failure_stage": "query_plan"
}




18. muse-glimmer:30b-mlx — local-mac-mini






Score
0.00
Outcome
Query-plan contract failed




Query plan
request_error
Search results supplied
0




Selection
not_run
Model time
0.06 s






Queries


    

  1. None: query-plan stage failed.
    2. 



Selected websites


    

  • None.
    • 




Exact query-plan output






Exact source-selection output






Deterministic scoring receipt

{
  "score": 0.0,
  "schema_valid": false,
  "failure_stage": "query_plan"
}




19. gemma4:e2b-mlx — local-mac-mini






Score
0.00
Outcome
Query-plan contract failed




Query plan
invalid_output
Search results supplied
0




Selection
not_run
Model time
3.98 s






Queries


    

  1. None: query-plan stage failed.
    2. 



Selected websites


    

  • None.
    • 




Exact query-plan output

```json
{
  "search_plan": [
    "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" official website",
    "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" address 9599 Skokie Boulevard",
    "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" rooms amenities policies",
    "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" guest reviews",
    "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" Skokie Illinois",
    "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" booking"
  ]
}
```





Exact source-selection output






Deterministic scoring receipt

{
  "score": 0.0,
  "schema_valid": false,
  "failure_stage": "query_plan"
}




20. gemma4:e4b-mlx — local-mac-mini






Score
0.00
Outcome
Query-plan contract failed




Query plan
invalid_output
Search results supplied
0




Selection
not_run
Model time
5.47 s






Queries


    

  1. None: query-plan stage failed.
    2. 



Selected websites


    

  • None.
    • 




Exact query-plan output

```json
{
  "queries": [
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website",
    "9599 Skokie Boulevard Skokie Illinois hotel",
    "DoubleTree Chicago North Shore Skokie reviews",
    "DoubleTree by Hilton Skokie amenities",
    "DoubleTree Chicago North Shore booking",
    "Skokie Illinois hotel conference center reviews"
  ]
}
```





Exact source-selection output






Deterministic scoring receipt

{
  "score": 0.0,
  "schema_valid": false,
  "failure_stage": "query_plan"
}




21. gemma4:26b-16k — local-mac-mini






Score
0.00
Outcome
Query-plan contract failed




Query plan
invalid_output
Search results supplied
0




Selection
not_run
Model time
11.85 s






Queries


    

  1. None: query-plan stage failed.
    2. 



Selected websites


    

  • None.
    • 




Exact query-plan output

```json
{
  "search_queries": [
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website",
    "DoubleTree by Hilton Chicago North Shore Skokie rooms amenities dining policies",
    "9599 Skokie Boulevard Skokie Illinois hotel official site",
    "DoubleTree by Hilton Chicago - North Shore Conference Center reviews TripAdvisor",
    "DoubleTree by Hilton Chicago - North Shore Conference Center reviews Yelp",
    "DoubleTree by Hilton Chicago - North Shore Conference Center guest reviews Booking.com",
    "DoubleTree by Hilton Chicago - North Shore Conference Center reviews Expedia"
  ]
}
```





Exact source-selection output






Deterministic scoring receipt

{
  "score": 0.0,
  "schema_valid": false,
  "failure_stage": "query_plan"
}




22. gemma4:26b-mlx — local-mac-mini






Score
0.00
Outcome
Query-plan contract failed




Query plan
invalid_output
Search results supplied
0




Selection
not_run
Model time
12.17 s






Queries


    

  1. None: query-plan stage failed.
    2. 



Selected websites


    

  • None.
    • 




Exact query-plan output

```json
{
  "search_queries": [
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website",
    "DoubleTree by Hilton Chicago North Shore Skokie rooms amenities dining policies",
    "9599 Skokie Boulevard Skokie Illinois hotel official site",
    "DoubleTree by Hilton Chicago - North Shore Conference Center reviews TripAdvisor",
    "DoubleTree by Hilton Chicago - North Shore Conference Center reviews Yelp",
    "DoubleTree by Hilton Chicago - North Shore Conference Center guest reviews Booking.com",
    "DoubleTree by Hilton Chicago - North Shore Conference Center reviews Expedia"
  ]
}
```





Exact source-selection output






Deterministic scoring receipt

{
  "score": 0.0,
  "schema_valid": false,
  "failure_stage": "query_plan"
}




23. gpt-oss:20b — local-mac-mini






Score
0.00
Outcome
Query-plan contract failed




Query plan
invalid_output
Search results supplied
0




Selection
not_run
Model time
15.57 s






Queries


    

  1. None: query-plan stage failed.
    2. 



Selected websites


    

  • None.
    • 




Exact query-plan output






Exact source-selection output






Deterministic scoring receipt

{
  "score": 0.0,
  "schema_valid": false,
  "failure_stage": "query_plan"
}




24. gemma4:12b-mlx — local-mac-mini






Score
0.00
Outcome
Query-plan contract failed




Query plan
invalid_output
Search results supplied
0




Selection
not_run
Model time
15.96 s






Queries


    

  1. None: query-plan stage failed.
    2. 



Selected websites


    

  • None.
    • 




Exact query-plan output

```json
{
  "search_queries": [
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center 9599 Skokie Boulevard",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center rooms amenities dining policies",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center reviews",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center TripAdvisor",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Tripadvisor",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Yelp",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center booking.com reviews"
  ]
}
```





Exact source-selection output






Deterministic scoring receipt

{
  "score": 0.0,
  "schema_valid": false,
  "failure_stage": "query_plan"
}




25. gemma4:12b-mlx-chat — local-mac-mini






Score
0.00
Outcome
Query-plan contract failed




Query plan
invalid_output
Search results supplied
0




Selection
not_run
Model time
18.55 s






Queries


    

  1. None: query-plan stage failed.
    2. 



Selected websites


    

  • None.
    • 




Exact query-plan output

```json
{
  "search_queries": [
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center 9599 Skokie Boulevard",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center rooms amenities dining policies",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center reviews",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center TripAdvisor",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Tripadvisor",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center Yelp",
    "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center booking.com reviews"
  ]
}
```





Exact source-selection output






Deterministic scoring receipt

{
  "score": 0.0,
  "schema_valid": false,
  "failure_stage": "query_plan"
}




26. mo-shakib/clearwriter:latest — local-mac-mini






Score
0.00
Outcome
Source-selection contract failed




Query plan
accepted
Search results supplied
17




Selection
invalid_output
Model time
24.11 s






Queries


    

  1. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website
    2. 

  2. 9599 Skokie Boulevard, Skokie, Illinois 60077-1314 DoubleTree by Hilton
    3. 

  3. DoubleTree by Hilton Chicago North Shore Conference Center rooms amenities policies dining
    4. 

  4. DoubleTree by Hilton Chicago North Shore Conference Center guest reviews
    5. 

  5. DoubleTree by Hilton Skokie Illinois location details
    6. 

  6. DoubleTree Chicago North Shore Conference Center booking
    7. 



Selected websites


    

  • None.
    • 




Exact query-plan output

{
  "queries": [
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website",
      "purpose": "Find the canonical official property page."
    },
    {
      "query": "9599 Skokie Boulevard, Skokie, Illinois 60077-1314 DoubleTree by Hilton",
      "purpose": "Find official pages using the full address and brand name."
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center rooms amenities policies dining",
      "purpose": "Find supplemental official pages regarding rooms, amenities, policies, or dining."
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center guest reviews",
      "purpose": "Find independent guest review pages (minimum 5 preferred)."
    },
    {
      "query": "DoubleTree by Hilton Skokie Illinois location details",
      "purpose": "Find location-specific information and related property pages."
    },
    {
      "query": "DoubleTree Chicago North Shore Conference Center booking",
      "purpose": "Search for transactional or booking-related pages."
    }
  ]
}





Exact source-selection output

{
  "canonical_official_result_id": "R001",
  "supplemental_official_result_ids": [
    "R005",
    "R013",
    "R16"
  ],
  "independent_or_guest_result_ids": [
    "R11",
    "R12"
  ],
  "status": "blocked",
  "confidence": 0.0
}





Deterministic scoring receipt

{
  "score": 0.0,
  "schema_valid": false,
  "failure_stage": "selection"
}




27. qwen3.8:27b-mlx — local-mac-mini






Score
0.00
Outcome
Query-plan contract failed




Query plan
invalid_output
Search results supplied
0




Selection
not_run
Model time
32.53 s






Queries


    

  1. None: query-plan stage failed.
    2. 



Selected websites


    

  • None.
    • 




Exact query-plan output

{
  "queries": [
    "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" official site",
    "\"9599 Skokie Boulevard\" DoubleTree Hilton Skokie",
    "DoubleTree Skokie Illinois rooms amenities policies",
    "DoubleTree Skokie Hilton guest reviews",
    "DoubleTree Skokie Chicago North Shore TripAdvisor",
    "DoubleTree Skokie Hilton Booking.com",
    "DoubleTree Skokie Hilton Expedia reviews",
    "DoubleTree Skokie Hilton Google Maps reviews"
  ]
}
</think>

{
  "queries": [
    "\"DoubleTree by Hilton Hotel Chicago - North Shore Conference Center\" official site",
    "\"9599 Skokie Boulevard\" DoubleTree Hilton Skokie",
    "DoubleTree Skokie Illinois rooms amenities policies",
    "DoubleTree Skokie Hilton guest reviews",
    "DoubleTree Skokie Chicago North Shore TripAdvisor",
    "DoubleTree Skokie Hilton Booking.com",
    "DoubleTree Skokie Hilton Expedia reviews",
    "DoubleTree Skokie Hilton Google Maps reviews"
  ]
}





Exact source-selection output






Deterministic scoring receipt

{
  "score": 0.0,
  "schema_valid": false,
  "failure_stage": "query_plan"
}




28. qwen3:14b — local-mac-mini






Score
0.00
Outcome
Source-selection contract failed




Query plan
accepted
Search results supplied
15




Selection
invalid_output
Model time
61.21 s






Queries


    

  1. DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website
    2. 

  2. DoubleTree by Hilton Chicago North Shore Conference Center property page
    3. 

  3. DoubleTree by Hilton Chicago North Shore Conference Center rooms and amenities
    4. 

  4. DoubleTree by Hilton Chicago North Shore Conference Center policies and booking
    5. 

  5. DoubleTree by Hilton Chicago North Shore Conference Center guest reviews
    6. 

  6. DoubleTree by Hilton Chicago North Shore Conference Center hotel reviews site
    7. 

  7. DoubleTree by Hilton Chicago North Shore Conference Center 9599 Skokie Boulevard reviews
    8. 

  8. DoubleTree by Hilton Chicago North Shore Conference Center location and nearby attractions
    9. 



Selected websites


    

  • None.
    • 




Exact query-plan output

{
  "queries": [
    {
      "query": "DoubleTree by Hilton Hotel Chicago - North Shore Conference Center official website",
      "purpose": "canonical"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center property page",
      "purpose": "canonical"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center rooms and amenities",
      "purpose": "supplemental"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center policies and booking",
      "purpose": "supplemental"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center guest reviews",
      "purpose": "independent"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center hotel reviews site",
      "purpose": "independent"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center 9599 Skokie Boulevard reviews",
      "purpose": "independent"
    },
    {
      "query": "DoubleTree by Hilton Chicago North Shore Conference Center location and nearby attractions",
      "purpose": "supplemental"
    }
  ]
}





Exact source-selection output

{
  "canonical_official_result_id": "R001",
  "supplemental_official_result_ids": ["R005", "R010", "R003"],
  "independent_or_guest_result_ids": ["R011", "R012", "R013", "R007", "R008"],
  "status": "candidate_list_ready",
  "confidence": 5
}





Deterministic scoring receipt

{
  "score": 0.0,
  "schema_valid": false,
  "failure_stage": "selection"
}




Unique selected-URL retrieval ledger






ID
URL
Usable text
Identity marker
Text bytes






U001
https://www.hilton.com/en/hotels/chiccdt-doubletree-chicago-north-shore-conference-center
True
False
820




U002
https://www.hilton.com/en/hotels/chiccdt-doubletree-chicago-north-shore-conference-center/hotel-info
True
False
820




U003
https://www.hilton.com/en/hotels/chiccdt-doubletree-chicago-north-shore-conference-center/rooms
True
False
820




U004
https://www.hilton.com/en/hotels/chiccdt-doubletree-chicago-north-shore-conference-center/offers
True
False
820




U005
https://www.tripadvisor.com/Hotel_Review-g36707-d217509-Reviews-Doubletree_By_Hilton_Hotel_Chicago_North_Shore_Conference_Center-Skokie_Illinois.html
True
True
20778




U006
https://www.tripadvisor.com/Hotel_Feature-g36707-d217509-zft6217-Doubletree_By_Hilton_Hotel_Chicago_North_Shore_Conference_Center.html
False
None
0




U007
https://www.tripadvisor.com/LocationPhotoDirectLink-g36707-d217509-i252468031-DoubleTree_by_Hilton_Chicago_North_Shore-Skokie_Illinois.html
False
None
0




U008
https://www.tripadvisor.com/LocationPhotoDirectLink-g36707-d217509-i18661251-Doubletree_By_Hilton_Hotel_Chicago_North_Shore_Conference_Center-Skokie_Ill.html
False
None
0




U009
https://www.tripadvisor.com/ShowUserReviews-g36707-d217509-r21376460-DoubleTree_by_Hilton_Hotel_Chicago_North_Shore_Conference_Center-Skokie_Illinois.html
False
None
0




U010
https://www.hilton.com/en/hotels/chiccdt-doubletree-chicago-north-shore-conference-center/dining
True
False
820




U011
https://www.expedia.com/Chicago-Hotels-DoubleTree-By-Hilton-Chicago-North-Shore-Conference-Center.h15560.Hotel-Information
True
True
5071




U012
https://www.booking.com/reviews/us/hotel/doubletree-and-conference-center-chicago-north-shore.html
True
True
12431




U013
https://www.hilton.com/en/hotels/chiccdt-doubletree-chicago-north-shore-conference-center/hotel-location
True
False
820




U014
https://www.yelp.com/biz/doubletree-by-hilton-chicago-north-shore-conference-center-skokie
False
None
0




U015
https://www.hotels.com/ho113070/doubletree-by-hilton-chicago-north-shore-conference-center-skokie-united-states-of-america
True
True
19682




U016
https://www.kayak.com/Skokie-Hotels-DoubleTree-by-Hilton-Chicago—North-Shore-Conference-Center.20968.ksp
True
True
13848




U017
https://www.google.com/maps/place/Doubletree+by+Hilton+%E2%80%93+Chicago+North+Shore+Conference+Center/data=!4m2!3m1!1s0x880fcf41d1d9cdbf:0xd3d969846198562?ictx=111&sa=X&ved=1t%3A242
True
True
3663




U018
https://www.weddingwire.com/reviews/doubletree-by-hilton-hotel-chicago-north-shore-conference-center-skokie/a4841b01d861d086.html
True
True
32863




U019
https://www.hilton.com/en/hotels/chiccdt-doubletree-chicago-north-shore-conference-center/gallery
True
False
820




U020
https://www.orbitz.com/Chicago-Hotels-DoubleTree-By-Hilton-Chicago-North-Shore-Conference-Center.h15560.Hotel-Information
True
True
5603




U021
https://doubletree3.hilton.com/en/hotels/illinois/doubletree-by-hilton-hotel-chicago-north-shore-conference-center-CHICCDT/about/amenities.html
True
True
2288




U022
https://www.hilton.com/en/hotels/chiccdt-doubletree-chicago-north-shore-conference-center/events
True
False
820




U023
https://www.booking.com/hotel/us/doubletree-and-conference-center-chicago-north-shore.html
True
True
12529




U024
https://www.tripadvisor.com/Hotel_Feature-g36707-d217509-zft1-Doubletree_By_Hilton_Hotel_Chicago_North_Shore_Conference_Center.html
False
None
0




U025
https://www.tripadvisor.com/LocationPhotoDirectLink-g36707-d217509-i285392754-Doubletree_By_Hilton_Hotel_Chicago_North_Shore_Conference_Center-Skokie_Il.html
False
None
0




U026
https://www.cvent.com/venues/skokie/hotel/doubletree-by-hilton-hotel-chicago-north-shore-conference-center/venue-7a3714e3-9dee-4238-9a1d-db9062f656e3
True
True
21079




U027
https://www.tripadvisor.com/ShowUserReviews-g36707-d217509-r181727166-Doubletree_By_Hilton_Hotel_Chicago_North_Shore_Conference_Center-Skokie_Illinois.html
False
None
0




U028
https://www.tripadvisor.com/ShowUserReviews-g36707-d217509-r279651664-DoubleTree_by_Hilton_Chicago_North_Shore-Skokie_Illinois.html
False
None
0




U029
https://www.tripadvisor.com/Hotel_Feature-g36707-d217509-zft9157-Doubletree_By_Hilton_Hotel_Chicago_North_Shore_Conference_Center.html
False
None
0




U030
https://www.tripadvisor.com/LocationPhotoDirectLink-g36707-d217509-i359924312-Doubletree_By_Hilton_Hotel_Chicago_North_Shore_Conference_Center-Skokie_Il.html
False
None
0




U031
https://www.google.com/maps/place/DoubleTree+by+Hilton+Hotel+Chicago+-+North+Shore+Conference+Center/data=!4m2!3m1!1s0x0:0xd3d969846198562?ictx=111&sa=X&ved=1t%3A2428
True
True
3664




U032
https://www.oyster.com/illinois/hotels/doubletree-by-hilton-chicago-north-shore
True
True
1740




U033
https://www.ticati.com/hotel/doubletree-by-hilton-chicago-north-shore-conference-center-16221
True
True
12008






Interpretation


The benchmark found a workable local-first division of labor. Models can formulate useful searches and choose sources, but they should not operate browsers, renderers, budgets, and files themselves. A deterministic controller should execute each query plan, normalize results, render selected pages, and block incomplete corpora. Remote Gemma4 31B was strongest on this hotel; Qwen3.5 9B was nearly as useful and much cheaper to host locally.


One hotel is not enough to declare a permanent winner. These outputs should be treated as qualification evidence for the next cross-hotel test, not a universal model ranking.


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