DEMODEMO graph: 51 sample follows. Not anyone's real X following. X does not give Mila that graph without OAuth.

Fingerprint v2.1

@note_field16

Keiko Bergstrom · writer · NG

I mute promo bots.

Open on X

Followers

14,138

Posts / day

1.1

Active months

90d growth

How they post

Scores from 0 to 1. Higher density and citations = more signal. Farm score is how robotic the posting looks — not a court verdict.

Information density0.77

Citation rate0.55

Substantive replies0.63

Technical depth0.22

Originality0.61

Explanatory depth0.74

composite 0.59

Spam check

farm 0.21 · looks humanno coordination flags

Timing entropy: 0.70
Cadence regularity: 0.34
Duplication: 0.10
Follow churn: 0.04
Promo frequency: 0.03
CTA patterns: 0

Uncalibrated heuristic. Inputs: cadence regularity, timing entropy, duplication, follow churn, promo frequency. No labeled precision/recall/Brier. Not a verdict. Not grounds to punish an account.

Network

Communities: music

bridge_score 0.30

Topics

music0.88
comedy0.10

Why this person — source posts

INDEXED SAMPLE posts. Internal ids, snapshot time, quoted text. These are not live X permalinks.

“The hook is doing all the work. Still putting it on.”
id note_field16-1 · original · created 2026-09-12T08:02:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @note_field16 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:c7352c11