# jack t (@jacktla) on x

- id: koinon:creator:x_jacktla
- url: https://koinonlink.com/kol/x/jacktla
- schema_version: 1.4

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

## Reach
- followers: 1086
- following: 463
- posts_total: 241
- posts_observed: 1
- posts_per_day: 0.038
- account_age_days: 6294
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00276
- best_post_interactions: 3
- 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: lifestyle
- subcategory: food
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: food and meals, daily personal stories, minor observations and travel
- bio: American 🇺🇸 w/ roots in Thailand 🇹🇭. Fish taco & durian fan.

## Audience (inferred)
- status: present
- description: Casual personal followers and friends interested in everyday food photos and random life anecdotes
- roles: none
- seniority: consumer
- posts_analysed: 14
- 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: 47
- authenticity_basis: engagement_observed
- credibility_score: 47
- 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_jacktla#ebe3f377] Friend dropped off some Beard Papa. Haven't had one in a long time, made a big mess eating it lol. ✨ https://t.co/gb1DBtYHoL (https://twitter.com/jacktla/status/2071767309832867988)
- [x_jacktla#c1568dd9] Butter chicken & shrimp biryani. Can eat this naanstop. Dinner. 🍽️ https://t.co/GQYy4vOOg1
- [x_jacktla#53f85418] For people with Thai last names, typically zero. lol.
- [x_jacktla#000f7a27] Always wondered why peeled pineapple had those pronounced ridges and crevices lol.
- [x_jacktla#5b6163f0] Last week walking around Sydney w friends, 7 ppl, this tourist looking guy in an upturned collar asked my son to *shoot a video* of him doing some weird walk. He gave him very specific instructions & they had to do it 3 times. I kept coughing *get a tripod!* under my breath. 
- [x_jacktla#d723ffd3] Why pay for a blue check disc when I can give myself a fish cake disc for free. https://t.co/hJCPXgdi52
- [x_jacktla#bdfd3ad6] Classic cars parked in front of house. Guy paces around, walks up & knocks on door. Opened it, he said they're spraying water on the cars & taking photos, wanted to let me know what's going on. Which would be very suspicious as it's dark & 10 at night, but it was a mo
- [x_jacktla#5c917b64] Bad enough that this US cyclospora outbreak has been going on since June & isn't under control yet, but just learned they they *sexually reproduce* in your gut & that's when you get *really* sick. 🫠🙃🥬 🙅🏻 https://t.co/PkOcKfdlVB

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, 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=115, 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=115, 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=115, method=platform_profile

## Freshness
- profile_checked_days_ago: 115
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 11
- 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_jacktla
- Request removal: https://koinonlink.com/claim?k=x_jacktla
- Terms: https://koinonlink.com/for-ai