cq_id
stringclasses 6
values | stakeholder
stringclasses 6
values | question
stringclasses 6
values | why
stringclasses 6
values | what
stringclasses 6
values | graph_hint
stringclasses 6
values | linked_datasets
sequencelengths 2
3
| created_at
timestamp[ms] |
|---|---|---|---|---|---|---|---|
ARP_001 | Airline Route Planner | I need to reroute a cargo flight originally set to land in Hong Kong on March 22. What are the fastest alternative routes that minimize delays and cost? | Prevent excessive delays, avoid costly diversions, and ensure cargo integrity. | Alternative routes considering operational airports and cargo capacity | (Airport)-[ROUTE_TO]->(Airport), (Airport)-[AFFECTED_BY]->(Restriction) | [
"OPENSKY_FLIGHTS",
"FAA_ASDI",
"EUROCONTROL"
] | 2025-01-31T23:56:57.792000 |
AOM_001 | Airport Operations Manager | Crew shortages and customs delays are increasing at my hub today. Where should I allocate additional staff to prevent bottlenecks? | Ensure smooth operations by proactively reallocating resources. | High-impact nodes and bottleneck points in airport network | (Airport)-[HAS_DELAY]->(DelayEvent)-[AFFECTS]->(Operation) | [
"FAA_ASDI",
"OPENSKY_FLIGHTS"
] | 2025-01-31T23:56:57.792000 |
CRC_001 | Crisis Response Coordinator | A major hub is shutting down due to new restrictions. Based on past events, where will cascading delays emerge next? | Predict downstream disruption and prepare alternative strategies. | Cascading effects and probable failure propagation patterns | (Hub)-[SHUTDOWN]->(Event)-[CAUSES]->(Delay) | [
"GDELT_EVENTS",
"OPENSKY_FLIGHTS",
"FAA_ASDI"
] | 2025-01-31T23:56:57.792000 |
SCC_001 | Supply Chain Coordinator (Pharma) | A vaccine shipment is delayed. Which logistics partner has the highest reliability score for urgent rerouting? | Minimize temperature-sensitive cargo risk by selecting the best carrier. | Historical performance metrics for logistics partners | (LogisticsPartner)-[HANDLES]->(Shipment)-[HAS_METRIC]->(Performance) | [
"UN_COMTRADE",
"OPENSKY_FLIGHTS",
"POWEROUTAGE_US"
] | 2025-01-31T23:56:57.792000 |
DSA_001 | Disaster Simulation Analyst | If we replay the events of March 2020, but introduce an earlier intervention (e.g., rerouting flights sooner), how much would delay times be reduced? | Compare past crisis responses with alternative strategies to quantify impact. | Impact of different intervention timing on system performance | (Event)-[TRIGGERS]->(Response)-[RESULTS_IN]->(Outcome) | [
"GDELT_EVENTS",
"JHU_COVID",
"OPENSKY_FLIGHTS"
] | 2025-01-31T23:56:57.792000 |
LOAI_001 | Logistics Optimization AI Engineer | Can we predict the probability of an airport becoming a bottleneck in the next 24 hours? | Optimize cargo distribution and prevent avoidable disruptions. | Bottleneck risk scores based on historical patterns | (Airport)-[EXPERIENCES]->(Congestion)-[PREDICTED_BY]->(Pattern) | [
"OPENSKY_FLIGHTS",
"FAA_ASDI",
"GDELT_EVENTS"
] | 2025-01-31T23:56:57.792000 |
Dataset Card for dwb2023/crisis_prediction_competency_questions
Purpose
A collection of stakeholder-specific competency questions that define the requirements and capabilities of the crisis prediction system.
Schema Description
| Field Name | Data Type | Description |
|---|---|---|
| cq_id | string | Unique identifier for the competency question |
| stakeholder | string | Type of user/role the question is relevant for |
| question | string | The actual competency question text |
| why | string | Business/operational context for the question |
| what | string | Essential insights to be gained from answering |
| graph_hint | string | Graph pattern used to answer the CQ |
| linked_datasets | sequence[string] | List of dataset IDs that support answering this CQ |
| created_at | timestamp[ms] | When the competency question was added |
Example Entry
{
"cq_id": "AIRLINE_CQ1",
"stakeholder": "Airline Route Planner",
"question": "I need to reroute a cargo flight originally set to land in Hong Kong. What are the fastest alternative routes?",
"why": "Prevent excessive delays and ensure cargo integrity",
"what": "Alternative routes considering operational airports and capacity",
"graph_hint": "(Flight)-[DISRUPTED_BY]->(Policy)",
"linked_datasets": ["OPENSKY_FLIGHTS", "FAA_ASDI"],
"created_at": 1706745600000
}
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