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

Fingerprint v2.1

@ash_quatrain

Ash Okonkwo · writer · UK

Quatrains & city noise. Lagos / London. I block prompt accounts.

Open on X

Followers

9,200

Posts / day

2.1

Active months

90d growth

14%

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 density0.66

Citation rate0.18

Substantive replies0.71

Technical depth0.10

Originality0.88

Explanatory depth0.31

composite 0.49

Spam check

farm 0.06 · looks humanno coordination flags

Timing entropy: 0.77
Cadence regularity: 0.28
Duplication: 0.08
Follow churn: 0.07
Promo frequency: 0.04
CTA patterns: 1

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: lit-poetry

bridge_score 0.22

Topics

poetry0.90
literature0.55
comedy0.20

Why this person — source posts

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

“Four lines. If it needs a thread, it isn't a quatrain, it's a speech.”
id ash_quatrain-1 · original · created 2026-09-16T08:35:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink
“Engagement-farm poetry is just copywriting with line breaks.”
id ash_quatrain-2 · original · created 2026-09-14T11:41:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

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

sha256:2f21cb31