# Bastion Research (@bastionresearch) on x

- id: koinon:creator:x_bastionresearch
- url: https://koinonlink.com/kol/x/bastionresearch
- schema_version: 1.4

## Identity
- platform: x
- handle: bastionresearch
- platform_url: https://twitter.com/bastionresearch
- website: http://www.bastionresearch.in
- country: India
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 16844
- following: 158
- posts_total: 4031
- posts_observed: 11
- posts_per_day: 1.668
- account_age_days: 2416
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0057
- best_post_interactions: 96
- 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: finance
- subcategory: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Quarterly earnings and margin analysis, Stock investment triggers and project updates, REIT deep dives, Indian oil, mining and healthcare sector developments
- bio: Tweets are only for Information | Subscribe to Bastion CORE - https://t.co/dRC9B3eTK1 | Weekly Newsletters: https://t.co/mXZWMko1Km

## Audience (inferred)
- status: present
- description: Indian equity investors and financial analysts focused on company earnings reports, stock triggers, and sector developments
- roles: data
- seniority: practitioner
- pain_points: Evaluating whether strong quarterly margins like 26% EBITDA are sustainable long-term, Tracking transitions from exploration to commercial production in mining projects, Understanding detailed mechanics of REITs and other complex instruments, Identifying emerging regional opportunities in sectors like hospitals before they become mainstream
- posts_analysed: 5
- 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_bastionresearch#1a61d164] Savita Oil reported a 26.2% EBITDA margin in Q1 FY27 versus 6.6% in FY26. A fantastic quarter. But are these earnings sustainable? A thread 🧵 https://t.co/FUAvYW0qIb (https://twitter.com/bastionresearch)
- [x_bastionresearch#bfc07931] Excellent results from RateGain. https://t.co/mOn3sp6vtL
- [x_bastionresearch#062e7bb5] Another trigger playing out. Altyn Tor transitioned from explorer to producer. Deccan Gold owns 60% stake in this project, hence once commercial production starts, we will see actual gold revenue in the topline, unlike profit from associates for Jonnagiri project where company ha
- [x_bastionresearch#dd58b7d9] A sleepy corner of India’s hospital map is suddenly getting very busy. 👀 For years, patients here travelled to Delhi and Mumbai for complex care. Now, listed hospital chains are committing more than 2,000 beds. Can you guess the region? 🧵
- [x_bastionresearch#8d36d9a3] If you want to really understand REIT in detail, we did a detailed

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=77, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## 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_bastionresearch
- Request removal: https://koinonlink.com/claim?k=x_bastionresearch
- Terms: https://koinonlink.com/for-ai