QueryAgentGym / nonprofits /schema.json
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{
"use_case": "Nonprofits",
"overview": "A nonprofit platform coordinating charities, campaigns, and donations.",
"collections": [
{
"name": "Charities",
"description": "Nonprofit organizations that run fundraising campaigns on the platform.",
"properties": [
{
"name": "missionDescription",
"data_type": "searchable_text",
"description": "Describes the charity’s mission, programs, and communities served.",
"sample_values": [
"rural food access",
"youth literacy programs",
"coastal habitat restoration",
"emergency family housing"
]
},
{
"name": "charityName",
"data_type": "filterable_text",
"description": "The name by which supporters identify the charity.",
"sample_values": [],
"is_identifier": true
},
{
"name": "causeCategory",
"data_type": "filterable_text",
"description": "The charity’s primary area of work.",
"sample_values": [
"Food Security",
"Education",
"Environment",
"Housing",
"Health"
]
},
{
"name": "foundingYear",
"data_type": "int",
"description": "The year the charity was founded.",
"sample_values": [
1978,
1991,
2004,
2015,
2022
]
},
{
"name": "annualOperatingBudgetUsd",
"data_type": "number",
"description": "The charity’s annual operating budget in US dollars.",
"sample_values": [
75000.0,
240000.0,
850000.0,
3200000.0,
12000000.0
]
},
{
"name": "suggestedDonationAmountsUsd",
"data_type": "number_array",
"description": "Donation amounts in US dollars that the charity suggests to supporters.",
"sample_values": [
10.0,
25.0,
50.0,
100.0,
250.0
]
}
]
},
{
"name": "Campaigns",
"description": "Named fundraising initiatives that explain specific needs and ways to help.",
"properties": [
{
"name": "campaignStory",
"data_type": "searchable_text",
"description": "Explains the need the campaign addresses and the change it seeks to make.",
"sample_values": [
"school meal gaps",
"community reading corners",
"storm-damaged wetlands",
"temporary shelter beds"
]
},
{
"name": "impactPlan",
"data_type": "searchable_text",
"description": "Describes how campaign funds are expected to produce measurable benefits.",
"sample_values": [
"weekend meal kits",
"classroom book collections",
"native shoreline planting",
"family shelter nights"
]
},
{
"name": "campaignTitle",
"data_type": "filterable_text",
"description": "The title supporters use to identify the campaign.",
"sample_values": [],
"is_identifier": true
},
{
"name": "campaignStatus",
"data_type": "filterable_text",
"description": "The campaign’s current fundraising status.",
"sample_values": [
"Draft",
"Active",
"Paused",
"Funded",
"Closed"
]
},
{
"name": "acceptsRecurringGifts",
"data_type": "boolean",
"description": "Indicates whether supporters may set up recurring donations to the campaign.",
"sample_values": []
},
{
"name": "causeTags",
"data_type": "text_array",
"description": "Labels for the causes addressed by the campaign.",
"sample_values": [
"food access",
"literacy",
"conservation",
"housing stability",
"public health"
]
},
{
"name": "beneficiaryTags",
"data_type": "text_array",
"description": "Labels for the people or communities the campaign aims to help.",
"sample_values": [
"schoolchildren",
"families",
"seniors",
"rural residents",
"coastal communities"
]
}
]
},
{
"name": "GivingPrograms",
"description": "Named donation programs that define how supporters can give across the platform.",
"properties": [
{
"name": "programDescription",
"data_type": "searchable_text",
"description": "Explains the program’s giving approach and intended impact.",
"sample_values": [
"monthly food assistance",
"workplace donation matching",
"emergency relief reserve",
"year-end education fund"
]
},
{
"name": "programName",
"data_type": "filterable_text",
"description": "The name supporters use to identify the giving program.",
"sample_values": [],
"is_identifier": true
},
{
"name": "recurringEnrollmentAvailable",
"data_type": "boolean",
"description": "Indicates whether supporters can enroll in repeated giving through the program.",
"sample_values": []
},
{
"name": "employerMatchEligible",
"data_type": "boolean",
"description": "Indicates whether gifts through the program qualify for an employer matching process.",
"sample_values": []
},
{
"name": "launchDate",
"data_type": "date",
"description": "The date the giving program became available to supporters.",
"sample_values": [
"2021-03-15",
"2022-09-01",
"2024-01-10",
"2025-06-20"
]
},
{
"name": "suggestedGiftAmountsUsd",
"data_type": "number_array",
"description": "Suggested gift amounts in US dollars for this giving program.",
"sample_values": [
5.0,
15.0,
30.0,
75.0,
150.0
]
}
]
},
{
"name": "Donations",
"description": "Individual donation transactions made to named fundraising campaigns.",
"properties": [
{
"name": "donorMessage",
"data_type": "searchable_text",
"description": "Records the donor’s optional message about the reason for giving.",
"sample_values": [
"childhood reading memories",
"local flood recovery",
"healthy school lunches",
"safe family shelter"
]
},
{
"name": "processingNotes",
"data_type": "searchable_text",
"description": "Records relevant context about processing or acknowledging the donation.",
"sample_values": [
"workplace match pending",
"tribute acknowledgment requested",
"recurring gift renewal",
"payment retry resolved"
]
},
{
"name": "donationCode",
"data_type": "filterable_text",
"description": "The short code a supporter or administrator uses to identify the donation.",
"sample_values": [
"DON-000001",
"DON-000002",
"DON-000003",
"DON-000004",
"DON-000005",
"DON-000006",
"DON-000007",
"DON-000008",
"DON-000009",
"DON-000010"
],
"is_identifier": true
},
{
"name": "campaignTitle",
"data_type": "filterable_text",
"description": "The title of the campaign receiving the donation.",
"sample_values": [],
"references": "Campaigns"
},
{
"name": "totalAmountUsd",
"data_type": "number",
"description": "The total amount charged for the donation in US dollars.",
"sample_values": [
10.0,
25.0,
50.0,
125.0,
500.0
]
},
{
"name": "allocationAmountsUsd",
"data_type": "number_array",
"description": "The amounts in US dollars allocated to the donation’s recorded funding portions.",
"sample_values": [
5.0,
10.0,
25.0,
50.0,
100.0
]
}
],
"kind": "transactional"
}
]
}