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Position Update

M:S3:21 / 3 - Phrontisterion - Jun 16, 2026 2:38 PM (14 hours, 22 minutes ago) - shelfie - Full Run 4755

assets/shelfie/MS321_3_1781584694.heic

12 detections 11 added 0 unmoved 0 retained 1 removed

Scan Image

The warped shelf image the pipeline processed, with every observation's bounding box. Hover a box for details.

Accepted Retained Below threshold Not applied Duplicate / Unknown
7352 — Accepted (1.00) 4826 — Accepted (1.00) 1208 — Accepted (1.00) 30268 — Accepted (1.00) 14738 — Accepted (1.00) 28523 — Accepted (1.00) 358 — Accepted (1.00) 4839 — Accepted (1.00) 16989 — Accepted (1.00) 3405 — Accepted (1.00) 3956 — Accepted (1.00) 11666 — Below threshold (0.00)
{# Deep links from book pages target the book's rect (#acc-), landing on the image. Emphasise all of that book's boxes and its table row. #}

Observations

Every incoming detection and affected shelf book, with the server's decision. When a book is kept in place from its own low-confidence detection, the two are folded into a single Retained row.

Accession # Title Outcome Confidence Orientation Links
7352 Letters from mayhem Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
4826 The hieroglyphics of Horapollo Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
1208 Lost languages : the enigma of the world's undeci… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
30268 Alan Turing : the enigma Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
14738 Alan Turing : the enigma of intelligence Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
28523 How writing made us human, 3000 BCE to now Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
358 The story of writing Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
4839 Words fail me Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
16989 Hyphens & hashtags* : *the stories behind the sym… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
3405 Invention of cuneiform : writing in Sumer Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
3956 Punctuation : art, politics, and play Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
11666 Birdsong, speech, and language : exploring the ev… Below threshold

Identified, but at or below the 0.5 confidence threshold — ignored for positioning.

 0.00 vertical Image Full run
23489 Hall's dictionary of subjects and symbols in art Removed

Was on this shelf but wasn't seen or spatially matched this scan — position cleared.

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