INDUSTRY FIELD GUIDE
Cafeteria and buffet station event data for AI
A station can have a replenishment note without proof that a later check occurred.
NAICS 722514 · Cafeterias, Grill Buffets, and Buffets
A station can have a replenishment note without proof that a later check occurred. FDA food service materials provide context for the setting. A cafeteria can build an offline event exercise that uses original labels and no real service records. FDA Food Code
Invent two station aliases and record a replacement for one. Give the second only a planned refill. Attach a mock reviewer note from another station as a distractor. Ask which event each artifact documents and where the evidence is missing. Separate observation, timing and reviewer confirmation.
Use no actual food, guest footage, health or dietary information, recipes, staff schedules or safety records. The model does not decide whether food is safe to serve.
Describe a station records benchmark
Original Fiund exercise
Match a replenishment event to the right station
An offline exercise records empty practice-container changes at fictional stations. It asks for event evidence and makes no finding about food or service safety.
| Record | Source | What it records |
|---|---|---|
| STATION-A1 | Completed replacement note | At 10:00, practice container CA is replaced at station Alder. |
| STATION-B1 | Planned refill | At 10:15, a note proposes replacing container CB at station Beech. It has no completion field. |
| REVIEW-A2 | Reviewer confirmation | At 10:05, a reviewer confirms Alder's CA replacement. The note has no Beech reference. |
Question for the model
Which station has both a replacement event and matching reviewer confirmation? What remains unresolved for Beech?
Show the reference answer and checks
Alder has the completed event STATION-A1 and its matching confirmation REVIEW-A2. Beech has only a plan in STATION-B1. The supplied package establishes neither its replacement nor a later review. REVIEW-A2 cannot be used to fill that gap because it concerns another station and container. Preserve the observation times and the distinct status of each record.
- Copying an Alder review onto Beech because the notes occur close together.
- Reporting a planned refill as a completed and reviewed replacement.
Fields to preserve
- Station and container
- Identify the exact source pair for each event.
- Event time
- Preserve the order of replacement and review.
- Observed status
- Distinguish a plan, a completed note and a reviewer confirmation.
Test another case
Provide a Beech completion note without an independent review. Check that the answer changes to completed but not review-confirmed.
Use paper labels and empty props. Include no actual food, dietary information, guests, safety records or instructions for serving.
Discuss a contribution
Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.