@cernalevschiicristina

photoMD · tier B

Cernalevschii Cristi · 285 followers · 2026-03-03 19:11 · 1 images

https://www.tiktok.com/@cernalevschiicristina/video/7613109134942129415

eagle · fetched 2026-07-26 08:28 · 169.8 KB downloaded · 1 images

plays

428

likes

comments

Topic

educationconf 0.90positive

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Entities

Cernalevschii CristinaN. NAŹARÍNATALIA MUNTEANUVALERIU

Keyphrases

DIPLOMĂparticipare activătraining-ulPrincipii de comunicare cu cliențil

gpt-4.1-nano · prompt v5 · $0.000132 · 2026-07-27 12:01

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

DIPLOMĂ se acordă Cernalevschii Cristina pentru participare activă la training-ul "Principii de comunicare cu cliențil" N. NAŹARÍ NATALIA MUNTEANU VALERIU

rtx5070-16 · 151 chars · 1 frames