Table 2 Labeling basis on seven types of classification.

From: Development of an automated transformer-based text analysis framework for monitoring fire door defects in buildings

Category

Description

Example sentences

Frame gap

A situation where an uneven gap exists between the door and its frame

Balcony 3 window (steel), outdoor unit room fire door not fixed properly 23.12.14 Balcony 2 wall not fixed properly, outdoor unit room door shaking

Door closer adjustment

Issues arising from incorrect calibration or adjustment of the door closer mechanism

Entrance 1 window (steel) door closer construction defective Entrance 1 window construction defective Front door door closer tension adjustment/0504 insufficient/adjusted

Contamination

Presence of foreign substances such as paint, oil, or other contaminants on the door surface

Entrance 1 window (steel) lower seal damaged Entrance 1 door frame contaminated/0429 completion cleaning -> window steel transfer

Dent

Physical impairment characterized by indentations or depressions in the door’s surface

Entrance 1 window (steel) lower seal damaged [Lower seal] Lower seal dented

Scratch

Superficial damage presenting as lines or marks on the surface

Entrance 1 window (steel) Damage to the front door 23.12.18 [Painting] Damage to the entrance 1 window Scratch damage to the front door Unprocessed in June Request for quick processing

Sealing components

Missing sealing elements, primarily gasket materials, essential for effective sealing

Balcony 3 window (steel) gasket not installed. 24.1.24 Balcony 2 window not installed. Rubber packing under the protective wall is not installed, so it does not block wind noise and cannot be sealed. Request for quick construction.

Mechanical operation components

Missing or absent hardware components directly influencing door functionality, including door closers, digital locks, hinges, and stoppers

Entrance 1 Window (steel) Entrance door not constructed Exterior fire door stopper not installed Floor behind the door

Others

Any defects not categorized in the above seven classifications are grouped as “others.”

Entrance 1 window (steel), door closer construction defective [Door Closer] 23.08.21 Entrance 1 window construction defect, oil continues to build and drip. I tried calling, but no response.