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| ard: |
| finder_url: http://127.0.0.1:8088 |
| identity: |
| name: Neural KG |
| tagline: OKF + ARD |
| description: Ask a question in plain English about US public data. |
| |
| |
| placeholder: e.g. Is the American Red Cross a 501(c)(3)? |
| domains: |
| - name: company |
| coidentify: hub |
| identifiers: |
| - cik |
| - lei |
| describes: US public companies, by SEC central index key |
| - name: nonprofit |
| coidentify: hub |
| identifiers: |
| - ein |
| describes: US tax-exempt organizations, by IRS employer identification number |
| - name: place |
| coidentify: hub |
| identifiers: |
| - geo |
| - gnis |
| - fips* |
| describes: US states, counties, cities and census places |
| - name: any |
| identifiers: |
| - qid |
| describes: cross-domain Wikidata identity, used by the entity crosswalk |
| name_selectors: |
| - q |
| - org |
| - awardee |
| - awardeename |
| - name |
| - org_names |
| - recipient_search_text |
| - place |
| source_order: |
| - sec-edgar |
| - sec-bq |
| - treasury |
| - census |
| - cdc-places |
| - nonprofit-990 |
| - nonprofit-bmf |
| - irs-990-bq |
| - census-acs-bq |
| - irs-grants |
| - nonprofit-profile |
| - usaspending |
| - nih-reporter |
| - nsf-awards |
| - grants-gov |
| - college-scorecard |
| - fema |
| source_examples: |
| sec-edgar: |
| - What was Apple's total revenue? |
| - Microsoft net income in 2023 |
| - Apple's diluted earnings per share |
| treasury: |
| - What is the US national debt? |
| - Euro to dollar exchange rate |
| census: |
| - Median household income in California |
| - Poverty rate in Chicago |
| - Unemployment rate in Detroit |
| cdc-places: |
| - Diabetes prevalence in Chicago |
| - Obesity rate in Miami |
| nonprofit-990: |
| - American Red Cross total revenue |
| - Is the Sierra Club a 501(c)(3)? |
| usaspending: |
| - How much federal funding has the American Red Cross received? |
| nih-reporter: |
| - How much NIH research funding does Stanford get? |
| nsf-awards: |
| - NSF research awards for MIT |
| grants-gov: |
| - What grants can a nonprofit apply for in education? |
| examples: |
| - label: 🏛️ Nonprofits |
| dirs: |
| - nonprofit-990 |
| - nonprofit-bmf |
| - nonprofit-profile |
| - usaspending |
| - grants-gov |
| - nih-reporter |
| - nsf-awards |
| queries: |
| - What was the American Red Cross total revenue? |
| - Is the Sierra Club a 501(c)(3)? |
| - Where is the Nature Conservancy headquartered? |
| - Are donations to the ACLU Foundation tax-deductible? |
| - When was the Sierra Club founded? |
| - Who is the CEO of the Wikimedia Foundation? |
| - What does Feeding America do? |
| - How much federal funding has the American Red Cross received? |
| - How much NIH research funding does St. Jude receive? |
| - What grants can a nonprofit apply for in education? |
| - How much does the ACLU pay its officers? |
| - Is the American Red Cross in good standing with the IRS? |
| - q: Compare the total revenue of the American Red Cross and Feeding America |
| tag: comparison · 2 lookups |
| - q: What share of the American Red Cross revenue comes from federal funding? |
| tag: ratio · cross-source join |
| - q: What is the largest nonprofit in the US? |
| tag: ranking · BigQuery SQL |
| - label: 🎓 Academia & Research |
| dirs: |
| - nih-reporter |
| - nsf-awards |
| - nonprofit-990 |
| - college-scorecard |
| queries: |
| - How much NIH research funding does Stanford get? |
| - NSF research awards for MIT |
| - How much NIH funding does Johns Hopkins receive? |
| - Harvard University total revenue |
| - NSF research awards for Caltech |
| - q: Give me some universities that get more than a billion dollars from NIH |
| tag: filtered-subset · propose-and-verify |
| - q: Which university gets the most NIH funding? |
| tag: refused · no source can rank |
| - label: 📈 Companies |
| dirs: |
| - sec-edgar |
| queries: |
| - What was Apple's total revenue? |
| - Microsoft net income in 2023 |
| - Apple's diluted earnings per share |
| - Tesla's research and development expense |
| - NVIDIA total revenue |
| - q: What were Apple's earnings? |
| tag: ambiguous · answered per interpretation |
| - q: How big is Microsoft? |
| tag: ambiguous · answered per interpretation |
| - label: 🏘️ Communities & Health |
| dirs: |
| - census |
| - cdc-places |
| - fema |
| queries: |
| - What percentage of households have broadband internet in Detroit? |
| - What disasters have been declared in California? |
| - What percentage of households receive SNAP in Detroit? |
| - What is the median rent in Miami? |
| - What is the homeownership rate in Houston? |
| - Median household income in California |
| - Poverty rate in Chicago |
| - Diabetes prevalence in Chicago |
| - Obesity rate in Miami |
| - Unemployment rate in Detroit |
| - q: Which city has the highest diabetes rate? |
| tag: ranking · server-ordered |
| - q: Which cities have a diabetes rate above 20%? |
| tag: filtered-subset · threshold |
| - q: Across California counties, is median household income correlated with diabetes rates? |
| tag: correlation · materialized |
| - label: 🏦 Government & Money |
| dirs: |
| - treasury |
| - usaspending |
| queries: |
| - What is the US national debt? |
| - Euro to dollar exchange rate |
| - Japanese yen to dollar exchange rate |
| - label: 💰 Grants & Funding |
| dirs: |
| - grants-gov |
| - usaspending |
| - nih-reporter |
| - nsf-awards |
| queries: |
| - What grants can a nonprofit apply for in education? |
| - How much federal funding has Feeding America received? |
| - How much federal funding has Habitat for Humanity received? |
| - What grants are available for medical research? |
| - q: Which organization receives the most federal funding? |
| tag: ranking · server-ordered |
| - q: How much NIH research funding does Johns Hopkins receive? |
| tag: entity-list · fully paged |
| - label: 🧭 Query shapes |
| dirs: |
| - cdc-places |
| - census |
| - usaspending |
| - nih-reporter |
| - nonprofit-990 |
| - nsf-awards |
| - sec-edgar |
| queries: |
| - q: What was the American Red Cross total revenue? |
| tag: point |
| - q: Is the Sierra Club a 501(c)(3)? |
| tag: status |
| - q: NSF research awards for Caltech |
| tag: entity-list |
| - q: Compare the total revenue of the American Red Cross and Feeding America |
| tag: comparison · 2 lookups |
| - q: Which city has the highest diabetes rate? |
| tag: ranking · server-ordered |
| - q: Which organization receives the most federal funding? |
| tag: ranking · server-ordered |
| - q: Which cities have a diabetes rate above 20%? |
| tag: filtered-subset · threshold |
| - q: Give me some universities that get more than a billion dollars from NIH |
| tag: filtered-subset · propose-and-verify |
| - q: What share of the American Red Cross revenue comes from federal funding? |
| tag: ratio · cross-source join |
| - q: Across California counties, is median household income correlated with diabetes rates? |
| tag: correlation · materialized |
| - q: Which university gets the most NIH funding? |
| tag: refused · no source can rank |
| - q: Which nonprofit has the highest revenue? |
| tag: ranking · BigQuery SQL |
| - q: Which nonprofits have revenue over 10 billion dollars? |
| tag: filtered-subset · BigQuery |
| - q: What were Apple's earnings? |
| tag: ambiguous · answered per interpretation |
|
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