Labs · Experimental
Association map
Experimental association map
Mapping recent co-occurrences…
Mapping recent co-occurrences…
This experimental Labs interface shows which organizations, places, and projects co-occur in public documents. A semantic label appears only when a source passage provides classifying evidence. Co-occurrence is not proof of a relationship, influence, endorsement, or cause.
We filter out pairings that are just boilerplate — a publisher’s name on every story, a city name in every dateline — so what’s left means something.
The map draws the top 80 of 3,509 active names in this window so it stays readable. Quieter names are still counted in the summary. We cap what renders to keep the page fast.
Every line on the map is a “co-mention” — two names appearing together in the same public document. We rank the pairs that are easier to verify: named civic actors, multiple independent sources, recent publication dates, pairings across different kinds of actors, and passages where both names appear in the same context.
Names are ordered by civic signal — mention volume weighted toward Bentonville government evidence — not raw mention count. Each time window is counted and filtered on its own, so counts are not comparable across windows.
Current window filtering
“Evidence-classified associations” is the narrower surface: pairs with classifying evidence for funding, acquisition, appointment, policy, or a similar context. “Snippet-verified” means the classifying term appears in a quoted passage that names both; “Title-classified” means it appears only in a source title that names both. These remain research leads, not independently established facts.
The strongest pairs rise to the top after we merge alternate names for the same entity, downweight place names that appear in nearly every local story, and score for source diversity and recency. Every row links to its sources and snippets — read them before treating a pairing as more than a lead.
Getting the map ready. The ranked list below is ready to read now.
First seen Sep 12; 3 documents; full details below.
3 documents; 1 source; first seen Sep 12; signal score 2.
2 documents; 1 source; first seen Sep 11; signal score 2.
The evidence classifies the Arkansas Department of Education and rootEd Arkansas association as partnership (keyword: "partnership"). The classifying term appears in a source passage that names both; read the passage before treating the label as established fact.
These names appear together in public records. The cited links and counts show the available evidence; they do not establish a relationship or cause.
3,429 quieter names are counted but not drawn.
15th Annual Friendraiser: A Celebration of Ozark Hollers & Headwaters Top Organizer By Beaver Watershed Alliance Follow Bunch Park Elkins, AR Thursday, September 17 • 6 PM - 8:30 PM Overview Celebrate 15 years of protecting the lands and waters flowing to Beaver Lake! Enjoy live
15th Annual Friendraiser: A Celebration of Ozark Hollers & Headwaters Tickets, Thursday, September 17 • 6 PM - 8:30 PM | Eventbrite · Web Search Follow-upWhen and where is 15th Annual Friendraiser: A Celebration of Ozark Hollers & Headwaters being held? 15th Annual Friendraiser: A Celebration of Ozark Hollers & Headwaters takes place on Thu, 17 Sep, 2026 at 06:00 pm to Thu, 17 Sep, 2026 at 08:30 pm at Bunch Park, 162 Church Ave, E…
15th Annual Friendraiser: A Celebration of Ozark Hollers & Headwaters, Bunch Park, Elkins, 17 September 2026 | AllEvents · Web Search Follow-upe’ll see you on the trail. « All Events 15th Annual Friendraiser: A Celebration of Ozark Hollers & Headwaters September 17 @ 6:00 pm - 8:30 pm Free – $25 Celebrate 15 years of protecting the lands and waters flowing to Beaver Lake with the Beaver Watershed Alliance and our conser…
15th Annual Friendraiser: A Celebration of Ozark Hollers & Headwaters | Arkansas Outside · Web Search Follow-upMaker Faire NWA 2026-09-12 09:00:00 2026-09-12 16:00:00 America/Chicago Maker Faire NWA Maker Faire is a gathering of fascinating, curious people who enjoy learning and who love sharing what they can do. Fayetteville Public Library - CFI: Koenig Family Fabrication & Robotics Lab…
Maker Faire NWA - Fayetteville Public Library · Web Search Follow-upMaker Faire NWA 2026-09-12 09:00:00 2026-09-12 16:00:00 America/Chicago Maker Faire NWA Maker Faire is a gathering of fascinating, curious people who enjoy learning and who love sharing what they can do. Fayetteville Public Library - CFI: Koenig Family Fabrication & Robotics Lab…
Maker Faire NWA - Fayetteville Public Library · Web Search Follow-upMaker Faire NWA 2026-09-12 09:00:00 2026-09-12 16:00:00 America/Chicago Maker Faire NWA Maker Faire is a gathering of fascinating, curious people who enjoy learning and who love sharing what they can do. Fayetteville Public Library - CFI: Koenig Family Fabrication & Robotics Lab…
Maker Faire NWA - Fayetteville Public Library · Web Search Follow-upMaker Faire NWA 2026-09-12 09:00:00 2026-09-12 16:00:00 America/Chicago Maker Faire NWA Maker Faire is a gathering of fascinating, curious people who enjoy learning and who love sharing what they can do. Fayetteville Public Library - CFI: Koenig Family Fabrication & Robotics Lab…
Maker Faire NWA - Fayetteville Public Library · Web Search Follow-upDetails Supporters Safer Fayetteville Southwest Tailgate 2026 Sponsorships & Tickets A 90’s Country night under the lights where community, celebration, and impact come together. Donate & Tickets Organized by Safer Fayetteville OCT 3 Safer Fayetteville Southwest Tailgate 2026 Sat…
Safer Fayetteville Southwest Tailgate 2026 Sponsorships & Tickets | Safer Fayetteville · Web Search Follow-upDetails Supporters Safer Fayetteville Southwest Tailgate 2026 Sponsorships & Tickets A 90’s Country night under the lights where community, celebration, and impact come together. Donate & Tickets Organized by Safer Fayetteville OCT 3 Safer Fayetteville Southwest Tailgate 2026 Sat…
Safer Fayetteville Southwest Tailgate 2026 Sponsorships & Tickets | Safer Fayetteville · Web Search Follow-upDetails Supporters Safer Fayetteville Southwest Tailgate 2026 Sponsorships & Tickets A 90’s Country night under the lights where community,
Safer Fayetteville Southwest Tailgate 2026 Sponsorships & Tickets | Safer Fayetteville · Web Search Follow-upDetails Supporters Safer Fayetteville Southwest Tailgate 2026 Sponsorships & Tickets A 90’s Country night under the lights where community,
Safer Fayetteville Southwest Tailgate 2026 Sponsorships & Tickets | Safer Fayetteville · Web Search Follow-upThe evidence classifies the Arkansas Department of Education and rootEd Arkansas association as partnership (keyword: "partnership"). The classifying term appears in a source passage that names both; read the passage before treating the label as established fact.
development. Supporting Rural Students: rootEd Arkansas , a partnership between Heartland Forward, rootEd Alliance and the Arkansas Department of Education, places college and career advisers in rural high scho
The Heartland Educator Workforce Community of Practice: A Cross-State Model to Strengthen the Teacher Pipeline · Heartland Forward · 2026-09-14partnered with rootEd Alliance and the Arkansas Department of Education to launch rootEd Arkansas , which places full-time college and career advisors directly inside…
The Heartland’s AI Advantage Will Be Built By People · Heartland Forward · 2026-09-14The city of Jonesboro has purchased the former Shelter Insurance office building on East Highland Drive for $2.75 million, with plans to use the property as a second location for the Jonesboro Police Department. The deal was completed Aug. 21. The city was represented by Jerry Ha…
City of Jonesboro buys building for police substation · Talk Business & Politics · 2026-09-15The city of Jonesboro has purchased the former Shelter Insurance office building on East Highland Drive for $2.75 million, with plans to use the property as a second location for the Jonesboro Police Department. The deal was completed Aug. 21. The city was represented by Jerry Ha…
City of Jonesboro buys building for police substation · Talk Business & Politics · 2026-09-15tack by OpenAI models on the AI company Hugging Face. Amodei cited "AI's growing ability to build the next generation of AI" and the cyberattack by the swarm of OpenAI agents as reasons to slow the pace of development.
Trump calls AI worries ‘sick conspiracy’ hoax · NWA Democrat-Gazette Business · 2026-09-15rom OpenAI into another company, called Hugging Face, was a wake-up call. "It is the capabilities of the future that are really scary," said Jacob Coxon, whose post on social media announcing his resignation from Anthropic prompted dozens of concerned responses from lawmakers and…
AI experts urge slower pace, more safeguards · NWA Democrat-Gazette Business · 2026-09-13e’ll see you on the trail. « All Events 15th Annual Friendraiser: A Celebration of Ozark Hollers & Headwaters September 17 @ 6:00 pm - 8:30 pm Free – $25 Celebrate 15 years of protecting the lands and waters flowing to Beaver Lake with the Beaver Watershed Alliance and our conser…
15th Annual Friendraiser: A Celebration of Ozark Hollers & Headwaters | Arkansas Outside · Web Search Follow-up15th Annual Friendraiser: A Celebration of Ozark Hollers & Headwaters Top Organizer By Beaver Watershed Alliance Follow Bunch Park Elkins, AR Thursday, September 17 • 6 PM - 8:30 PM Overview Celebrate 15 years of protecting the lands and waters flowing to Beave
15th Annual Friendraiser: A Celebration of Ozark Hollers & Headwaters Tickets, Thursday, September 17 • 6 PM - 8:30 PM | Eventbrite · Web Search Follow-upor the 10th time. ArcBest’s LTL carrier ABF Freight was recognized in the Expedited Motor Carriers category for the ninth time. The awards are based on evaluations from supply chain decision makers who assess providers across key criteria, including customer service, information…
Fort Smith Metro News Briefs: Consent decree items on Fort Smith Board agenda, ArcBest receives awards · Talk Business & Politics · 2026-09-12ted Tuesday (Sept. 8), Fort Smith-based ArcBest reported gains in pricing and tonnage shipped in the first two months of the third quarter. The positive numbers in its ABF Freight business were bolstered by significant revenue
ArcBest reports revenue and tonnage gains in July, August · Talk Business & Politics · 2026-09-08The evidence classifies the Jonesboro and Jonesboro Police Department association as acquisition (keyword: "purchased"). The classifying term appears in a source passage that names both; read the passage before treating the label as established fact.
The city of Jonesboro has purchased the former Shelter Insurance office building on East Highland Drive for $2.75 million, with plans to use the property as a second location for the Jonesboro Police Department. The deal was completed Aug. 21. The city was represented by Jerry Ha…
City of Jonesboro buys building for police substation · Talk Business & Politics · 2026-09-15ated high academic achievement join our RH Scholars Program and we send them to university. We have RH Scholars in both the US and Kenya. Read more Who we are Who we are Helping people survive is good. Helping people thrive is even better—but thriving requires both LOVE & OPPORTU…
Restore Humanity · Web Search Follow-upAdditionally, event proceeds power the RH Scholars Program, financing university or trade school tuition to support students into adulthood. One night. One community. One organization providing extraordinary love for children who need our care. Join us at Winetopia and open doors…
Winetopia · Web Search Follow-upregulations. Date of Execution: Signed: Bentonville Planning Commission Chairman Signed: Mayor, City of Bentonville Signed: City Clerk, City of Bentonville Latitude: 36°21'38"N Longitude: 94°11'38"W SE10th St. SE J St. VICINITY MAP NOT TO SCALE SE 14th St. Integrity Dr. SITE P.O.…
Planning Commission agenda item (2026-09-15): FP26-0008: Lot 1, Phase 24 of Walmart Campus Subdivision · Bentonville Planning Agenda Signals · 2026-09-09regulations. Date of Execution: Signed: Bentonville Planning Commission Chairman Signed: Mayor, City of Bentonville Signed: City Clerk, City of Bentonville Latitude: 36°21'38"N Longitude: 94°11'38"W SE10th St. SE J St. VICINITY MAP NOT TO SCALE SE 14th St. Integrity Dr. SITE P.O.…
Planning Commission agenda item (2026-09-15): FP26-0008: Lot 1, Phase 24 of Walmart Campus Subdivision · Bentonville Planning Agenda Signals · 2026-09-09Showing 15 of 25 pairs in this window.
See whether any of the pairings on this map made it into our latest brief, with the evidence and blind spots attached.
Read the latest briefSee which pairings keep showing up week after week and which were one-day bursts.
See what changedWhen a pattern here starts to look like it is going somewhere, check whether we have made a call on it — and how our past calls have held up.
See our track recordFirst seen Sep 11; 2 documents; full details below.
First seen Sep 11; 2 documents; full details below.
First seen Sep 11; 2 documents; full details below.
First seen Sep 11; 2 documents; full details below.
First seen Sep 14; 2 documents; full details below.
First seen Sep 15; 2 documents; full details below.
First seen Sep 15; 2 documents; full details below.
First seen Sep 13; 2 documents; full details below.
First seen Sep 12; 2 documents; full details below.
15 more new pairs counted — we cap what renders to keep the page fast.
Last seen Sep 8; 1 document; no longer listed below.
Last seen Sep 8; 1 document; no longer listed below.
Last seen Sep 8; 1 document; no longer listed below.
Last seen Sep 8; 1 document; no longer listed below.
Last seen Sep 8; 1 document; no longer listed below.
Last seen Sep 8; 1 document; no longer listed below.
Last seen Sep 8; 1 document; no longer listed below.
Last seen Sep 8; 1 document; no longer listed below.
Last seen Sep 8; 1 document; no longer listed below.
Last seen Sep 8; 1 document; no longer listed below.
570 more quiet pairs counted — we cap what renders to keep the page fast.
2 documents; 1 source; first seen Sep 11; signal score 2.
2 documents; 1 source; first seen Sep 11; signal score 2.
2 documents; 1 source; first seen Sep 11; signal score 2.
2 documents; 1 source; first seen Sep 14; signal score 2.
2 documents; 1 source; first seen Sep 15; signal score 2.
2 documents; 1 source; first seen Sep 15; signal score 2.
2 documents; 1 source; first seen Sep 13; signal score 2.
2 documents; 1 source; first seen Sep 12; signal score 2.
2 documents; 1 source; first seen Sep 9; signal score 1.
1 document; 1 source; first seen Sep 15; signal score 1.
2 documents; 1 source; first seen Sep 10; signal score 1.
1 document; 1 source; first seen Sep 10; signal score 1.
1 document; 1 source; first seen Sep 10; signal score 1.
development. Supporting Rural Students: rootEd Arkansas , a partnership between Heartland Forward, rootEd Alliance and the Arkansas Department of Education, places college and career advisers in rural high scho
The Heartland Educator Workforce Community of Practice: A Cross-State Model to Strengthen the Teacher Pipeline · Heartland Forward · 2026-09-14The evidence classifies the Jonesboro and Jonesboro Police Department association as acquisition (keyword: "purchased"). The classifying term appears in a source passage that names both; read the passage before treating the label as established fact.
The city of Jonesboro has purchased the former Shelter Insurance office building on East Highland Drive for $2.75 million, with plans to use the property as a second location for the Jonesboro Police Department. The deal was completed Aug. 21. The city was represented by Jerry Ha…
City of Jonesboro buys building for police substation · Talk Business & Politics · 2026-09-15The evidence classifies the rootEd Arkansas and rootEd Alliance association as partnership (keyword: "partnership"). The classifying term appears in a source passage that names both; read the passage before treating the label as established fact.
development. Supporting Rural Students: rootEd Arkansas , a partnership between Heartland Forward, rootEd Alliance and the Arkansas Department of Education, places colle
The Heartland Educator Workforce Community of Practice: A Cross-State Model to Strengthen the Teacher Pipeline · Heartland Forward · 2026-09-14These names appear together in public records. The cited links and counts show the available evidence; they do not establish a relationship or cause.
These names appear together in public records. The cited links and counts show the available evidence; they do not establish a relationship or cause.
These names appear together in public records. The cited links and counts show the available evidence; they do not establish a relationship or cause.
These names appear together in public records. The cited links and counts show the available evidence; they do not establish a relationship or cause.
These names appear together in public records. The cited links and counts show the available evidence; they do not establish a relationship or cause.