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 72 of 9,431 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 Oct 6; 3 documents; full details below.
8 documents; 2 sources; first seen Oct 9; signal score 8.
The evidence classifies the Sam M. Walton College of Business and Supply Chain Management Research Center association as partnership (keyword: "collaboration"). The classifying term appears in a source passage that names both; read the passage before treating the label as established fact.
9,359 quieter names are counted but not drawn.
… CIK: 728535 Ticker: JBHT Exhibit 99.1 J.B. Hunt Transport Services, Inc. Contact: Andrew Hall 615 J.B. Hunt Corporate Drive Senior Director – Finance Lowell, Arkansas 72745 (479) 820-0000 (NASDAQ: JBHT) FOR IMMEDIATE RELEASE J.B. HUNT TRANSPORT SERVICES, INC. REPORTS U
Hunt J B Transport Services Inc (JBHT) 8-K Earnings Release - Jul 2026 · Web Search Follow-up · 2026-07-15public accounting firm for 2026. Filer J.B. Hunt Transport Services Inc. JBHT · NASDAQ Filed 2026-04-24 Accession 0001437749-26-013243 CIK 0000728535 Signal Me
JBHT 8-K: J.B. Hunt Transport Services, Inc. Announces | Profitelligence · Web Search Follow-up · 2026-04-24The evidence classifies the Sam M. Walton College of Business and Supply Chain Management Research Center association as partnership (keyword: "collaboration"). The classifying term appears in a source passage that names both; read the passage before treating the label as established fact.
. The company will collaborate with the Supply Chain Management Research Center in the Sam M. Walton College of Business to research potential quantum computing applications. The collaboration establ
UA, California firm to work on chain issues · NWA Democrat-Gazette Business · 2026-10-07ased quantum computing company, and the Supply Chain Management Research Center in the Sam M. Walton College of Business at the University of Arkansas are collaborating to explore quantum computing’s
University of Arkansas, D-Wave to partner on quantum computing project · Talk Business & Politics · 2026-10-05systems, software and services, and the Supply Chain Management Research Center in the Sam M. Walton College of Business at the U of A (SCMRC) today announced a collaboration to explore quantum compu
D-Wave Partners With U of A to Establish Quantum Supply Chain Initiative at Walton College · University of Arkansas News · 2026-10-05Walmart Inc. filed a Form 8-K with the U.S. Securities and Exchange Commission on 23 October 2026. The filing reports: Item 8.01 (Other Events) Item 9.01 (Financial State
Walmart Inc. (WMT) files Form 8-K: Other Events | FXTribune · Web Search Follow-up · 2026-10-23The evidence classifies the Fayetteville City Council and Flock Safety association as policy (keyword: "ordinance"). The classifying term appears in a source passage that names both; read the passage before treating the label as established fact.
… answer questions about the issue. The Fayetteville City Council on Oct. 6 voted unanimously to ban the use of city funds and property to buy or locate, respectively, ALPR cameras, commonly known as Flock cameras. Several cities in Arkansas, including Centerton, Farmington, Gree…
Most Fort Smith Board members avoid questions about Flock cameras · Talk Business & Politics · 2026-10-08ystems, such as cameras manufactured by Flock Safety. The Fayetteville City Council unanimously voted Tuesday to approve an ordinance…
Fayetteville City Council votes to prohibit use of city funds, property for license plate readers · Web Search Follow-upborating with quantum computing company D-Wave Quantum Inc. to explore how quantum computing can be applied to help solve supply chain problems. Palo Alto, Calif.-based D-Wave develops quantum computing systems, software and services focused in part on optimization. The company w…
UA, California firm to work on chain issues · NWA Democrat-Gazette Business · 2026-10-07D-Wave Quantum Inc. , a Palo Alto, Calif.-based quantum computing company, and the Supply Chain Management Research Center in the Sam M. Walton College of Business at the University of Arkansas are collaborating to explor
University of Arkansas, D-Wave to partner on quantum computing project · Talk Business & Politics · 2026-10-05D-Wave Quantum Inc. (NASDAQ: QBTS) ("D-Wave"), the only dual-platform quantum computing company providing annealing and gate-model systems, software and services, and the Supply Chain Management Research Center in the Sam M. Walton College of Business at the U of A (SCMRC) today…
D-Wave Partners With U of A to Establish Quantum Supply Chain Initiative at Walton College · University of Arkansas News · 2026-10-05full support and hereby authorizes the Arkansas Department of Transportation to initiate action to implement this project. THIS RESOLUTION adopted this ______ day of __________________, _____. Stephanie Orman Mayor ATTEST: (SEAL) AGREEMENT OF UNDERSTANDING BETWEEN THE CITY OF BEN…
Finance Committee agenda item (2026-10-13): Resolution Accepting Grant Funds from ARDOT for Eagle Way Tunnel & Trail · Bentonville Council Agenda Signals · 2026-10-08rk., June 04, 2026 --( BUSINESS WIRE )--Walmart Inc. (Nasdaq: WMT) today announced preliminary shareholder votin
Walmart Announces 2026 Annual Shareholders’ Meeting Voting Results · Web Search Follow-up · 2026-06-04hare BENTONVILLE, Ark., Aug. 13, 2026 — Walmart Inc. (NASDAQ: WMT) announced it will release its second quarter
Walmart To Host Second Quarter Earnings Conference Call Aug. 20, 2026 · Web Search Follow-upBENTONVILLE, Ark., May 21, 2026 — Walmart Inc. (NASDAQ: WMT) announced it will release its first quarter…
Walmart To Host First Quarter Earnings Conference Call May 21, 2026 · Web Search Follow-upBENTONVILLE, Ark., June 4, 2026 — Walmart Inc. (Nasdaq: WMT) today announced preliminary shareholder votin
Walmart Announces 2026 Annual Shareholders' Meeting Voting Results · Web Search Follow-upill also serve as a faculty adviser for Arkansas A+, a unit of the college that supports arts integration in Arkansas schools across the curriculum and grade levels. Past support from the Windgate Foundation helped bring Arkansas A+ to the college in 2018 an
Windgate Foundation gives $1.5 million to University of Arkansas · Talk Business & Politics · 2026-10-15ill also serve as a faculty adviser for Arkansas A+, a unit of the college that supports arts integration in Arkansas schools across the curriculum and grade levels. Generous support from the Windgate Foundation helped bring Arkansas A+ to the college in 2018 an
Full STEAM Ahead: College of Education and Health Professions Receives $1.5M to Establish Endowed Chair · University of Arkansas News · 2026-10-15Little Rock-based Windgate Foundation recently gave $1.5 million to the College of Education and Health Professions at the University of Arkansas to establish the Windgate Endowed Chair in STEAM E
Windgate Foundation gives $1.5 million to University of Arkansas · Talk Business & Politics · 2026-10-15ientific breakthroughs. This is why the College of Education and Health Professions at the U of A is establishing an endowed chair focused on Science, Technology, Engineering, Arts, and Mathematics (STEAM) education. The new Windgate Endowed Chair in STEAM Education — made possib…
Full STEAM Ahead: College of Education and Health Professions Receives $1.5M to Establish Endowed Chair · University of Arkansas News · 2026-10-15… that feeds that stage,” Dzugan said. StartupNWA , a Northwest Arkansas Council initiative, helps founders prepare for investment
Venture capital investment in Arkansas falls 33% to lowest level in 5 years · Talk Business & Politics · 2026-10-13rthwest Arkansas Council's work through StartupNWA. By providing founder training and resources and bringing startups and investors to the region, the council is working to make Northwest Arkansas a stronger center for entrepreneurship and investment. "Arkansas has built companie…
Arkansas Capital Scan Shows Venture Deal Growth, Challenges for Early-Stage Funding · University of Arkansas Business and Technology News · 2026-10-13, to the front doors of Old Main on the University of Arkansas campus while taking part in a tour of campus in Fayetteville. (File Photo/NWA Democrat-Gazette/Andy Shupe) The University of Arkansas is collaborating with quantum computing company D-Wave Quantum Inc. to explore how…
UA, California firm to work on chain issues · NWA Democrat-Gazette Business · 2026-10-07D-Wave Quantum Inc. , a Palo Alto, Calif.-based quantum computing company, and the Supply Chain Management Research Center in the Sam M. Walton College of Business at the University of Arkansas are collaborating to explore quantum computing’s impact on complex supply chain proble…
University of Arkansas, D-Wave to partner on quantum computing project · Talk Business & Politics · 2026-10-05Showing 11 of 28 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 Oct 20; 7 documents; full details below.
First seen Oct 7; 3 documents; full details below.
First seen Oct 6; 3 documents; full details below.
First seen Oct 21; 5 documents; full details below.
First seen Oct 16; 2 documents; full details below.
First seen Oct 16; 2 documents; full details below.
First seen Oct 13; 2 documents; full details below.
First seen Oct 6; 2 documents; full details below.
First seen Oct 1; 2 documents; full details below.
16 more new pairs counted — we cap what renders to keep the page fast.
Last seen Sep 28; 1 document; no longer listed below.
Last seen Sep 28; 1 document; no longer listed below.
Last seen Sep 28; 2 documents; no longer listed below.
Last seen Sep 28; 1 document; no longer listed below.
Last seen Sep 28; 1 document; no longer listed below.
Last seen Sep 28; 1 document; no longer listed below.
Last seen Sep 28; 1 document; no longer listed below.
Last seen Sep 28; 1 document; no longer listed below.
Last seen Sep 28; 1 document; no longer listed below.
Last seen Sep 28; 2 documents; no longer listed below.
1,844 more quiet pairs counted — we cap what renders to keep the page fast.
3 documents; 3 sources; first seen Oct 6; signal score 4.
7 documents; 1 source; first seen Oct 20; signal score 4.
3 documents; 2 sources; first seen Oct 7; signal score 3.
3 documents; 3 sources; first seen Oct 6; signal score 3.
2 documents; 2 sources; first seen Oct 9; signal score 2.
5 documents; 1 source; first seen Oct 21; signal score 2.
2 documents; 2 sources; first seen Oct 16; signal score 2.
2 documents; 2 sources; first seen Oct 16; signal score 2.
2 documents; 2 sources; first seen Oct 13; signal score 2.
2 documents; 2 sources; first seen Oct 6; signal score 2.
. The company will collaborate with the Supply Chain Management Research Center in the Sam M. Walton College of Business to research potential quantum computing applications. The collaboration establ
UA, California firm to work on chain issues · NWA Democrat-Gazette Business · 2026-10-07The evidence classifies the Fayetteville City Council and Flock Safety association as policy (keyword: "ordinance"). The classifying term appears in a source passage that names both; read the passage before treating the label as established fact.
ystems, such as cameras manufactured by Flock Safety. The Fayetteville City Council unanimously voted Tuesday to approve an ordinance…
Fayetteville City Council votes to prohibit use of city funds, property for license plate readers · Web Search Follow-upThe evidence classifies the Generations Bank and Great Cheese Dip War association as event (keyword: "host"). The classifying term appears in a source passage that names both; read the passage before treating the label as established fact.
A Dip Worth the Drive: Generations Bank Hosts 4th Annual Great Cheese Dip War in Fayetteville Generations Bank Northwest Arkansas residents are invite
A Dip Worth the Drive: Generations Bank Hosts 4th Annual Great Cheese Dip War in Fayetteville · NWA Daily · 2026-09-30The evidence classifies the Arkansas State University and National Science Foundation association as award (keyword: "award"). The classifying term appears in a source passage that names both; read the passage before treating the label as established fact.
Arkansas State University has received a $2.2 million award from the National Science Foundation (NSF) to lead a multi-institutional research project to improve drought tolerance in rice and wheat, two
A-State receives $2.2 million National Science Foundation grant · Talk Business & Politics · 2026-10-09The evidence classifies the RZ26-0047 and Lucatoni, LLC association as policy (keyword: "approved"). The classifying term appears in a source passage that names both; read the passage before treating the label as established fact.
aring. • The rezone is approved 7-0. 2. Lucatoni, LLC / Mark Haney Rezoning* 405 NW 5th Street (RZ26-0047) Rezoning: R-1, Suburban Single-Family to T4.1, Neig
Planning Commission agenda item (2026-10-20): FP26-0009: October 6, 2026 Meeting Minutes · Bentonville Planning Agenda Signals · 2026-10-15