# Steph (@stephxghost) on x

- id: koinon:creator:x_stephxghost
- url: https://koinonlink.com/kol/x/stephxghost
- schema_version: 1.4

## Identity
- platform: x
- handle: stephxghost
- platform_url: https://twitter.com/stephxghost
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4338
- following: 291
- posts_total: 113198
- posts_observed: 3
- posts_per_day: 30.058
- account_age_days: 3766
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0106
- best_post_interactions: 46
- 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: sports
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: WNBA games and players (Caitlin Clark, A'ja Wilson, Mystics), NBA drama and player controversies (Kawhi Leonard), Rap/hip-hop album critiques, Sports memes and humorous reactions

## Audience (inferred)
- status: present
- description: WNBA and NBA basketball fans who follow game reactions, player drama, and casual sports commentary
- roles: consumer
- seniority: consumer
- pain_points: Frustrating missed shots or turnovers in close games, Poor officiating and controversial calls, Disappointing team performances or player form, Bad music mixing and declining artist quality
- posts_analysed: 20
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 70
- flagged_for_review: false
- koinon_bd_grade: B — 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_stephxghost#35da3990] offense used to run like a machine (https://twitter.com/stephxghost/status/2071617254001631713)
- [x_stephxghost#71590e5f] lol this a crazy watch
- [x_stephxghost#1d0c5a43] https://t.co/YNirm2hFp3
- [x_stephxghost#e0ed8a97] mystics got like 40 blocks lmfao
- [x_stephxghost#49224c0e] dream-mystics like basketball on crack (derogatory)
- [x_stephxghost#59258c4a] this pooh sheisty album mixed terribly, gucci and keyshia must’ve did it themselves
- [x_stephxghost#468baf1e] https://t.co/hEhzHIAyVW
- [x_stephxghost#6e158a8e] i know it’s players around the league eating good off that under the table bread right now laughing at kawhi going through this

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=76, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 7
- 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_stephxghost
- Request removal: https://koinonlink.com/claim?k=x_stephxghost
- Terms: https://koinonlink.com/for-ai