# maeve ꕤ 34 days (@3ternallysweet) on x

- id: koinon:creator:x_3ternallysweet
- url: https://koinonlink.com/kol/x/3ternallysweet
- schema_version: 1.4

## Identity
- platform: x
- handle: 3ternallysweet
- platform_url: https://twitter.com/3ternallysweet
- website: http://arianagrande.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1435
- following: 1782
- posts_total: 19436
- posts_observed: 1
- posts_per_day: 7.393
- account_age_days: 2629
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0007
- best_post_interactions: 1
- 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: music
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Ariana Grande's emotional well-being and public image, Fan reactions to Ariana Grande's new music releases, Limited edition merchandise scarcity, Parasocial emotional attachment to celebrities, Online fan culture and meme reactions
- bio: i literally woke up this morning with a sigh of relief and said to myself...i'm really that bitch huh | ari x3

## Audience (inferred)
- status: present
- description: Ariana Grande fans, primarily young adults deeply emotionally invested in her music, image, and public narrative
- roles: general_ai
- seniority: consumer
- pain_points: Feeling emotionally overwhelmed by public criticism of Ariana Grande, Missing out on limited merchandise like signed CDs, Frustration over lack of restock or availability of fan items, Being deeply affected by media portrayals or memes about Ariana
- posts_analysed: 8
- 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: 40
- authenticity_basis: engagement_observed
- credibility_score: 40
- 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_3ternallysweet#1db929e2] i feel so parasocial abt ariana im literally sobbing over how people have been treating her like genuinely fuck all of you (https://twitter.com/3ternallysweet/status/2072985080172016031)
- [x_3ternallysweet#7c1c996e] i’m still speechless like wdym we have a new ariana album
- [x_3ternallysweet#a274fc4d] never thought i’d be saying ariana looks hot covered in blood but here we are
- [x_3ternallysweet#cb11ffa6] i’m hypnotized https://t.co/A6NECPXYaJ
- [x_3ternallysweet#e09289c8] “you got some personality disorder or something going on?” CLOCK THOSE FREAKS ARIANA
- [x_3ternallysweet#d5177496] i really thought signed cds would be restocking 😭 i guess not
- [x_3ternallysweet#9256a99b] wow i love being able to listen to the album 😻 https://t.co/N9wBfHJ1OI
- [x_3ternallysweet#5c532e26] them using this gif 😭😭

## 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=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=80, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 15
- 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_3ternallysweet
- Request removal: https://koinonlink.com/claim?k=x_3ternallysweet
- Terms: https://koinonlink.com/for-ai