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

Fingerprint v2.1

@ledger_loom22

Keiko Keane · journalist · IN

I watched it. I will not pretend I read the book.

Open on X

Followers

10,607

Posts / day

3.0

Active months

90d growth

18%

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 density0.76

Citation rate0.59

Substantive replies0.81

Technical depth0.60

Originality0.72

Explanatory depth0.47

composite 0.67

Spam check

farm 0.19 · looks humanno coordination flags

Timing entropy: 0.69
Cadence regularity: 0.28
Duplication: 0.04
Follow churn: 0.04
Promo frequency: 0.08
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: movies · memes

bridge_score 0.34

Topics

movies0.95
comedy0.30

Why this person — source posts

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

“If you post the twist in the first line, you are not a critic. You are a leak.”
id ledger_loom22-1 · original · created 2026-09-21T08:02:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @ledger_loom22 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:0cb5d542