# Liberation News Network (@l_n_n_26) on x

- id: koinon:creator:x_l_n_n_26
- url: https://koinonlink.com/kol/x/l_n_n_26
- schema_version: 1.4

## Identity
- platform: x
- handle: l_n_n_26
- platform_url: https://twitter.com/l_n_n_26
- website: https://open.substack.com/pub/melsm25?utm_source=share&utm_medium=android&r=3a5wt
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 17144
- following: 1501
- posts_total: 61591
- posts_observed: 1
- posts_per_day: 19.678
- account_age_days: 3130
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00671
- best_post_interactions: 115
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: entertainment
- subcategory: news_media
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Marxist political theory, Geopolitical analysis under capitalism, Revolutionary transition between social systems, Critique of bourgeois liberalism and state power, Gender politics in relation to class struggle, Anti-imperialist activism
- bio: We are a Communist education and analysis project.

## Audience (inferred)
- status: present
- description: Left-wing political activists and Marxist theory students, primarily interested in global revolutionary movements, state ideology shifts, and anti-imperialist analysis
- roles: general_ai
- seniority: learner
- pain_points: Struggling to understand the persistence of capitalist hegemony despite the fall of the Soviet Union, Finding it difficult to navigate mainstream media narratives on geopolitical shifts like Irish neutrality, Confused by how gender politics are being used as a distraction from structural class struggles
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 89
- authenticity_basis: engagement_observed
- credibility_score: 89
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_l_n_n_26#9c059744] The livestream tomorrow will feature our study of the looming end of formal Irish neutrality and its causes. This will be followed by the aforementioned World Cup special! (https://twitter.com/l_n_n_26/status/2070641493383991575)
- [x_l_n_n_26#02f6af6b] Why does the US ruling class still fear communism 35 years after the collapse of the USSR? https://t.co/wcyYSjHCwy https://t.co/XEoaBzH3ul
- [x_l_n_n_26#2aa964ab] Hey look everyone! It's an FBI field trip!
- [x_l_n_n_26#e115b383] "Between capitalist and communist society there lies the period of the revolutionary transformation of the one into the other. Corresponding to this is also a political transition period in which the state can be nothing but the revolutionary dictatorship of the proletariat" Karl
- [x_l_n_n_26#f33713fe] Next stage will be Keir declaring he's transitioned and now wants to known as Keira, pronouns will be NA/TO
- [x_l_n_n_26#7b55772c] Protesting against the AFD is understandable but they aren't in power. The CDU and SPD are and it is they

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=110, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=110, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=117, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=110, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=117, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 110
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 13
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_l_n_n_26
- Request removal: https://koinonlink.com/claim?k=x_l_n_n_26
- Terms: https://koinonlink.com/for-ai