Sentinels / Actor desk
Matthew Koma Britney
person · Registry status: unverified
c1f122e3-d41e-529f-8ddf-044c52390616
Evidence, not intent.
Public-source event mentions and stored signals. Adjacency does not establish causation, coordination, or an actor's position.
No claim of complete coverage or live monitoring.
Observation window
UTC dates, inclusive · maximum 90 days. Applies to events and anomalies only.
Recent observations / timeline
The source record
9 distinct events shown, newest first. Headlines may be generated summaries; inspect the source before repeating a claim.
HILARY DUFF at TD Coliseum
Pop star Hilary Duff arrives in Australia for first tour in decades
Pop star Hilary Duff arrives in Australia for first tour in decades
Season's Greetings! Hilary Duff Is Releasing a Holiday EP
Hilary Duff Reunites With Mandy Moore and Their Mom Group Friends on Mexico Trip After Drama
Influencer Nara Smith Defends Having 4 Kids Before Age 24
Hilary Duff, 39, turns heads in high-cut yellow swimsuit on birthday beach break
Influencer Nara Smith Defends Having 4 Kids Before Age 24
In 2025, Mandy Moore found refuge at Hilary Duff’s Beverly Hills home amid Los Angeles wildfires
Signals to inspect
Anomalies
Latest 10 in the selected window (up to 10). Detector output, not verified conclusions.
Tone shift: score 3.5 deviates 2.0σ from baseline mean 2.1 (stddev 0.70)
New connection: 4 previously unseen co-actor(s) detected (known network: 34)
Volume spike: 2 events in window (2.0x baseline of 1.0 expected)
Volume spike: 3 events in window (3.0x baseline of 1.0 expected)
New connection: 17 previously unseen co-actor(s) detected (known network: 19)
Tone shift: score -0.7 deviates 5.9σ from baseline mean 2.2 (stddev 0.44)
New connection: 24 previously unseen co-actor(s) detected (known network: 12)
Volume spike: 2 events in window (2.0x baseline of 1.0 expected)
Tone shift: score -0.7 deviates 5.0σ from baseline mean 2.2 (stddev 0.58)
Narrative context
Unresolved threads
Latest 20 at most, across all dates. Stored narratives require human review.
No unresolved threads recorded.
Stored connections
Relationships
Up to 50 records ordered by evidence count, across all dates. Co-mentions indicate association in source material, not affiliation or coordination.
- Hilary Duff→ co mention →Matthew Koma Britney474 evidence records
- Mike Commito→ co mention →Matthew Koma Britney225 evidence records
- Jenae Madden→ co mention →Matthew Koma Britney208 evidence records
- Nicole Richie→ co mention →Matthew Koma Britney199 evidence records
- Charlotte Benji Madden→ co mention →Matthew Koma Britney189 evidence records
- Lizzie Maguire→ co mention →Matthew Koma Britney55 evidence records
- Instagram→ co mention →Matthew Koma Britney46 evidence records
- Matthew Koma Britney→ co mention →Department Of Homeland Security42 evidence records
- National Intelligence Tulsi Gabbard→ co mention →Matthew Koma Britney35 evidence records
- Matthew Koma Britney→ co mention →Oregon Community Asylum Network35 evidence records
- Matthew Koma Britney→ co mention →Michael Boudewyns34 evidence records
- Levi Sebree→ co mention →Matthew Koma Britney33 evidence records
- Andrew Bailey Yui Mok→ co mention →Matthew Koma Britney33 evidence records
- Matthew Koma Britney→ co mention →Old Dominion University33 evidence records
- Mendy Berger→ co mention →Matthew Koma Britney33 evidence records
- Matthew Koma Britney→ co mention →Gary Torgow33 evidence records
- Southern Poverty Law Center Hatewatch→ co mention →Matthew Koma Britney33 evidence records
- Hannah Fingerhut→ co mention →Matthew Koma Britney33 evidence records
- Donald Trump→ co mention →Matthew Koma Britney33 evidence records
- Eric Comrie→ co mention →Matthew Koma Britney18 evidence records
- Matthew Koma Britney→ co mention →Los Angeles15 evidence records
- Matthew Koma Britney→ co mention →Disney15 evidence records
- Matthew Koma Britney→ co mention →Haylie Duff14 evidence records
- Matthew Koma Britney→ co mention →Ashley Tisdale12 evidence records
- Lisa Cimorelli→ co mention →Matthew Koma Britney11 evidence records
- Cyrus Bolooki→ co mention →Matthew Koma Britney11 evidence records
- Jordan Peele→ co mention →Matthew Koma Britney11 evidence records
- Matthew Koma Britney→ co mention →Miriam Grushka11 evidence records
- Gilbert Chagoury→ co mention →Matthew Koma Britney11 evidence records
- Benjamin Maduravoyal→ co mention →Matthew Koma Britney11 evidence records
- Matthew Koma Britney→ co mention →Jay Shettypodcast11 evidence records
- Disney Channelalums→ co mention →Matthew Koma Britney10 evidence records
- Macy Mae→ co mention →Matthew Koma Britney10 evidence records
- Andy Cohen→ co mention →Matthew Koma Britney10 evidence records
- Matthew Koma Britney→ co mention →James Madison10 evidence records
- Matthew Koma Britney→ co mention →Disney Channel All Star Party10 evidence records
- Mandy Moore→ co mention →Matthew Koma Britney10 evidence records
- Las Vegas→ co mention →Matthew Koma Britney9 evidence records
- Matthew Koma Britney→ co mention →Thomas Taylor8 evidence records
- High School Musical→ co mention →Matthew Koma Britney8 evidence records
- Matthew Koma Britney→ co mention →Meghan Trainor7 evidence records
- Potomac Officers Club On→ co mention →Matthew Koma Britney7 evidence records
- Scott Melker→ co mention →Matthew Koma Britney6 evidence records
- Aaron Swan→ co mention →Matthew Koma Britney6 evidence records
- Las Culturas→ co mention →Matthew Koma Britney6 evidence records
- Associated Press→ co mention →Matthew Koma Britney6 evidence records
- Deb Kosiba→ co mention →Matthew Koma Britney6 evidence records
- Taylor Goldsmith→ co mention →Matthew Koma Britney6 evidence records
- Robertson Partnership Homes→ co mention →Matthew Koma Britney6 evidence records
- Edward Ocariz→ co mention →Matthew Koma Britney6 evidence records
Ask this desk
Desk analyst
Read-only questions about Matthew Koma Britney's stored record. Answers cite only records retrieved for that turn; a citation chip opens the existing inspection view. Absence of matches is not evidence of inactivity.
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