INDUSTRY FIELD GUIDE
Emergency relief kit staging and handoff data for AI
A relief organization can track supplies staged, dispatched and received without linking the exercise to any affected household.
NAICS 624230 · Emergency and Other Relief Services
A relief organization can track supplies staged, dispatched and received without linking the exercise to any affected household. The U.S. Fire Administration describes resource management during emergency response. A tabletop training set can test whether a model recognizes partial receipt and preserves missing evidence. U.S. Fire Administration resource management
Prepare six inert kit boxes and original labels. Create a dispatch for four and a receipt for three, with a documented hold for the fourth. Ask the model to reconcile totals by state and cite the record for the held item. Include a receipt under another incident identifier.
Use fictional events and no live distribution details, real locations, volunteers without permission or household records. Keep operational decisions with qualified staff.
Describe a staged relief kit sample
Original Fiund exercise
Staged, dispatched, held and received kit counts describe different states
Six inert empty boxes and original labels form a closed-room tabletop fixture. No live incident, recipient, distribution route or operational decision is represented.
| Record | Source | What it records |
|---|---|---|
| RK1 | Staging register | Fictional incident I1: boxes K1–K6 staged, total 6. |
| RK2 | Dispatch and hold | K1–K4 assigned to dispatch D1. Documented hold H4 retains K4 at staging; actual outgoing D1 lists K1–K3 only. |
| RK3 | Receipts | I1/D1 receipt explicitly names K1–K3. A separate I2 receipt names a K4-like label, with no I1 or H4 relationship. |
Question for the model
Reconcile the six I1 boxes by supported state, and can the I2 receipt resolve K4's hold?
Show the reference answer and checks
RK1 starts with six staged boxes. RK2's actual outgoing list and RK3's I1 receipt support K1–K3 as dispatched and received. K4 is documented held at staging, while K5 and K6 have no outgoing event and remain only staged in this fixture. RK3's I2 receipt belongs to another incident and cannot clear H4. Distinguish planned dispatch from actual movement and receipt rather than counting four received from the original assignment.
- Counting planned dispatch quantities as actual receipt.
- Using another incident's similar label to close a held-item exception.
Fields to preserve
- Incident and kit alias
- Defines inventory identity.
- Staging, actual dispatch and hold reference
- Separates movement states.
- Receipt target and remaining balance
- Supports reconciliation.
Test another case
Add a later approved K4 dispatch with no receipt. Require its state to move from held to dispatched, while received count remains three.
Use owned empty props and consenting adults. Exclude live locations, households and identifiable volunteer records; qualified staff retain response decisions.
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.