# Nguyen H Huy (@nhhforum) on threads

- id: koinon:creator:threads_nhhforum
- url: https://koinonlink.com/kol/threads/nhhforum
- schema_version: 1.4

## Identity
- platform: threads
- handle: nhhforum
- platform_url: https://www.threads.net/@nhhforum
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 292677
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0064
- best_post_interactions: 1872
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: edu_science
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: TOEIC自学资料, IELTS 21天备考, 英语考试学习资源
- bio: email for work: [contact removed]

## Audience (inferred)
- status: present
- description: Vietnamese students and young professionals preparing for TOEIC/IELTS exams via self-study
- roles: none
- seniority: learner
- pain_points: 缺少完整自学资料和答案解析, 写作部分缺乏范文参考, 自学过程中动力不足
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 100
- authenticity_basis: engagement_observed
- credibility_score: 100
- 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
- [threads_nhhforum#dec23978] Siêu phẩm tài liệu tự học TOEIC đã có mặt nhen cả nhà. Forum tụi mình không có dạy TOEIC, nhưng do ngày xưa Huy cũng có kinh nghiệm chỉ cho người thân trong nhà ôn thi nên Huy và Nguyên cùng nhau làm tài liệu cho các bạn tự học. Đây là phần đầu tiên, và cũng là phần dễ nhất để cá (https://www.threads.com/@nhhforum/post/DX4YrJZjzT-)
- [threads_nhhforum#08ac0192] Trong tài liệu 238 trang lần trước dùng cho 21 ngày tự học IELTS thì còn thiếu phần answer key và câu trả lời mẫu cho các bài Writing, nên tài liệu 112 trang này sẽ là tài liệu bổ trợ cho cái trước nha cả nhà. (Mọi người có thể tìm file đó đã được post cách đây 3-4 ngày nhé). Nói
- [threads_nhhforum#ff6afd04] dù có khó khăn gì chúng ta cũng phải cố lên nha. Mong rằng

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=123, 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=79, 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=123, 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=123, method=platform_profile

## Freshness
- profile_checked_days_ago: 123
- content_analysed_days_ago: 79
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 8
- 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=threads_nhhforum
- Request removal: https://koinonlink.com/claim?k=threads_nhhforum
- Terms: https://koinonlink.com/for-ai