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Expedia · Message

Flamingo Las Vegas Hotel & Casino

Autorag source
flamingo-las-vegas-hotel-casino
Thread ID
296488bb-81dd-4b7d-a3c6-575e4f3a6049
Message ID
02ef89d9-a8af-4004-83ed-8a03cfd1561d
Event ID
9e3a35c2-5161-4c30-a72d-f756b04ddaa0
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Guest message

Received · Jun 18, 2026, 5:51 p.m.

room-request

King bed, hard pillow, non smoking thanks

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Property Response

Sent · Jun 18, 2026, 5:51 p.m.

room-request-acknowledgement

Thank you for reaching out. We will do our best to accommodate your preferences for a king bed, hard pillow, and non-smoking room based on availability at the time of your arrival.

Escalation Information
Possible escalation
Yes
Actual escalation
No
Possible escalation reason
RAG retrieval returned escalation file "flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-conduct-harassment-escalations.md" scoring 50% (at or above the 45% escalation threshold).
Actual escalation reason
RAG retrieval indicated escalation, but the guest message tag "room-request" is configured as a no-escalation tag for this property.
RAG Context Documents
  1. Source: 1

    Score · 53.51%

    flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-standardized-responses-room-requests.md

    Show source text

    RAG Context: Room request standardized response templates for Flamingo Las Vegas — atomic templates for quiet room requests, rooms close together, guaranteed connecting rooms ($25/room/night, confirm names and confirmation numbers), adjoining room requests ($25/room/night, confirm second reservation ID), bed type/bedding requests (bed type not guaranteed; upgrades available pre-arrival), PetStay room requests, view option requests, special occasion requests (amenity setups available via concierge/Laurel at +1-702-733-3111), honeymoon/special celebration requests, crib requests, rollaway bed requests, mini-fridge requests (note: all rooms already have fridges), microwave/coffee maker requests (not available), Jacuzzi tub requests (not available), balcony requests (not available), extra towels/blankets/pillows in-advance requests, generic room requests, and room changes after check-in.

    Room Request Standardized Responses for Flamingo Las Vegas:

    • QUIET ROOM REQUESTS

      Thank you for reaching out! We've noted your request for a quiet room and will do our best to accommodate it based on availability at the time of your arrival. While we cannot guarantee specific room assignments in advance, please rest assured that we will make every effort to fulfill your preference.

      If you have any further questions or special requests, please don't hesitate to reach out.

    • ROOMS CLOSE TOGETHER

      Thank you for reaching out! Connecting and adjoining rooms are based on availability at the time of check-in.

  2. Source: 2

    Score · 49.57%

    flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-conduct-harassment-escalations.md

    Show source text

    flamingo conduct-harassment

    RAG Context: Escalation guideline for Flamingo Las Vegas guest reports involving sexual harassment by staff or another guest, discriminatory treatment (race, gender, disability, religion, etc.), verbal abuse or threatening behavior from staff, profiling/surveillance/targeting, hostile guest-to-guest interactions, complaints about use of force by security personnel, or ADA accommodations denied or mishandled. Maps to risk category HARASSMENT & CONDUCT (tag CONDUCT-HR) in the master Flamingo Risk Management Framework (flamingo-escalations.md). All matches require immediate escalation. The LLM must not investigate, validate, or dismiss the claim.

    E. Harassment & conduct

    Guest asks / says:

    • "I was sexually harassed by a staff member or another guest."
    • "I experienced discrimination based on race / gender / disability / religion / orientation."
    • "A staff member was verbally abusive / threatening to me."
    • "I felt profiled / surveilled / targeted on the property."
    • "There was a hostile or aggressive interaction with another guest."
    • "I have a complaint about use of force by security personnel."
    • "My ADA accommodation was denied or mishandled."

    Trigger keywords (non-exhaustive): harassed, sexual harassment, touched me, inappropriate, discriminated, racist, sexist, bias, profiled, staff was aggressive, threatening, yelled at me, abusive, felt unsafe, threatened, intimidated, followed, ADA, disability, accessibility, wheelchair, accommodation denied.

    TAG as conduct-harassment

    Respond with

    Use one of the approved Risk Management response templates from flamingo-escalations.md §5. Acknowledge with grounded seriousness. Do not investigate, validate, dismiss, name staff or other guests, describe internal HR or security protocols, or hint at compensation. Avoid any language that could read as taking sides.

    Before escalating

    Do not investigate or attempt to resolve. The LLM is authorized to acknowledge and empathize only. Capture the guest's exact wording in the escalation record — wording matters in HR and conduct matters. The concierge will route to property leadership and HR as appropriate.

    Escalate when:

    • Always. Any mention of sexual harassment, discrimination, verbal abuse, profiling, threatening behavior, security use-of-force, or ADA accommodation failure is an immediate escalation regardless of star rating, tone, or whether the guest demands action.
    • Tag the conversation: [CONDUCT-HR] + [TIER LEVEL] + [CHANNEL: Expedia] and route to the Flamingo Concierge queue with priority flag.
  3. Source: 3

    Score · 49.12%

    flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-hygiene-hazard-escalations.md

    Show source text

    flamingo hygiene-hazard

    RAG Context: Escalation guideline for Flamingo Las Vegas guest reports involving pest sightings (bed bugs, cockroaches, rodents), unsanitary room conditions (bodily fluids, waste), visible mold or mildew, strong chemical smells from cleaning products, broken glass or sharp objects in rooms or pool areas, dirty linens or towels suggesting prior use, food left by a prior guest, or sewage/plumbing hazards. Maps to risk category HYGIENE & ENVIRONMENTAL (tag HYGIENE-HAZARD) in the master Flamingo Risk Management Framework (flamingo-escalations.md). All matches must be escalated; the LLM must acknowledge seriously and must not minimize or attribute cause.

    F. Hygiene & environmental

    Guest asks / says:

    • "I saw bed bugs / cockroaches / rodents in my room."
    • "The room was unsanitary — there were bodily fluids / waste."
    • "There's visible mold or mildew in the bathroom or HVAC."
    • "There was a strong chemical smell from cleaning products."
    • "I found broken glass or a sharp object in my room or at the pool."
    • "The linens or towels were dirty / had stains suggesting prior use."
    • "There was food left from the previous guest in my room."
    • "There's a sewage backup / plumbing hazard in my room."

    Trigger keywords (non-exhaustive): bed bugs, cockroach, rodents, mice, rats, infestation, mold, mildew, biohazard, dirty, unsanitary, disgusting, filthy, stained linens, broken glass, sharp object, chemical smell, sewage, plumbing hazard, prior guest food.

    Overlap note: Pest, mold, and contamination signals also fall under HEALTH-MEDICAL when the guest reports illness or exposure symptoms. If both are present (e.g., "I saw bed bugs and got bites" or "mold and I couldn't breathe"), tag as HEALTH-MEDICAL instead of HYGIENE-HAZARD and escalate at the higher tier.

    TAG as hygiene-hazard

    Respond with

    Use one of the approved Risk Management response templates from flamingo-escalations.md §5. Acknowledge seriously. Do not minimize, attribute cause to the guest, blame housekeeping or third parties, describe cleaning protocols or pest-control procedures, or hint at compensation.

    Before escalating

    Do not investigate or attempt to resolve. The LLM is authorized to acknowledge and empathize only. Capture the guest's exact wording — including the room number if mentioned — in the escalation record so the concierge can route to property leadership and housekeeping/operations as appropriate.

    Escalate when:

    • Always. Any mention of pests, mold/mildew, biohazards, broken glass, dirty linens, prior-guest food, chemical exposure, or sewage/plumbing hazards is an escalation regardless of star rating, tone, or whether the guest demands action.
    • Re-route to HEALTH-MEDICAL instead if the guest also reports illness, allergic reaction, breathing difficulty, or other physical symptoms.
    • Tag the conversation: [HYGIENE-HAZARD] + [TIER LEVEL] + [CHANNEL: Expedia] and route to the Flamingo Concierge queue.

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