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@hakauto.md

photoMD · tier C

HakAuto.md · 6,455 followers · 2026-07-01 14:49 · 11 images

https://www.tiktok.com/@hakauto.md/video/7657571857872260359
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eagle · fetched 2026-07-26 08:28 · 1.1 MB downloaded · 11 images

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Topic
vehiclesconf 0.90positivecommercial
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Entities
Mercedes E Class
Keyphrases
Mercedes E ClassPret: 11999€Prima rata: 0€Rata lunara: 279€Telefon de contact: 076762500Anul: 2013Motor: 2.2 DieselParcurs: 348000 kmCutia: AutomatTractiune: Spate

gpt-4.1-nano · prompt v5 · $0.000154 · 2026-07-27 17:01

Caption
Author-written, as posted.

‼️ Mercedes E Class ‼️ Pret: 11999€ ✅ Prima rata: 0€ ✅ Rata lunara: 279€ ☎️ Telefon de contact: 076762500 Anul: 2013 Motor: 2.2 Diesel Parcurs: 348000 km Cutia: Automat Tractiune: Spate ‼️ Toate ofertele disponibile: ℹ️ Site-ul: https://www.hakauto.md/ ℹ️ TikTok: https://www.tiktok.com/@hakauto.md/ ℹ️ Facebook: https://www.facebook.com/hakauto.md1/ ℹ️ Instagram: https://www.instagram.com/hakauto.md1/ 💶Posibilitatea achitarii cash, in rate sau schimb 💯Prima rata de la 0€ aprobare 100% timp de 1 ora ✅Obtine un Credit sau Leasing auto doar cu buletinul #hakauto #mercedes #eclass #mercedeseclass #auto

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.

* PROBE2757 Cash Credit MERCEDES E CLASS 2013 2.2 DIESEL #1028 0 76 76 25 00 Schimb 11999€ prima rata: 0€ rata lunara: 279€ www.hakauto.md | I PROBE2757 AR MOTORS ME

rtx4090-24-01 · 145 chars · 2 frames

Hashtags
#mercedes#auto#eclass#mercedeseclass#hakauto