retraining ModernBERT to identify archaeological metadata

results.txt

Input Text:
This archive presents appendices B-I and supplementary material resulting from the programme of archaeological works undertaken during the construction scheme to widen the A1 trunk road between Dishforth and Leeming Bar in North Yorkshire. The Iron Age to early medieval evidence from Healam Bridge, along with other evidence for Roman activity along the route is published in two volumes

Extracted Entities:

Input Text:
This collection comprises images, spreadsheets, reports, vector graphics, and scanned site records and drawings from archaeological recording by Archaeological Research Services at Lower Radbourne Deserted Medieval Village, Warwickshire. The work was undertaken between April and December 2021. Area C32070 was dominated by intercutting features predominantly dated to two broad phases, prehistoric and medieval. The prehistoric features were represented by a large ring ditch, potentially dating to the Early Bronze Age, four smaller potential Bronze Age ring ditches and a series of intercutting drip gullies, probably Iron Age in date.

Extracted Entities:
  - Text:  Radbourne Deserted, Start: 186, End: 205, Label: LOC
  - Text:  Medieval Village,, Start: 205, End: 223, Label: LOC
  - Text:  Warwickshire., Start: 223, End: 237, Label: LOC

Input Text:
This collection comprises images and CAD from an archaeological evaluation and watching brief, undertaken by Cotswold Archaeology in August 2018, at Hewmar House, 120 London Road, Gloucester, Gloucestershire. Four archaeological evaluation trenches were excavated and four geotechnical test pits were  observed. Despite the proximity of the site to Wotton Roman cemetery, no evidence for any in situ burials, or indeed any Roman activity, was identified in any of the excavated trenches or test pits. It is likely that the site lay beyond the southern boundary of the cemetery and formed  part of the agricultural hinterland of both Roman and medieval Gloucester until the  construction of Hillfield Villa (later Hewmar House) in the early 19th century. Three linear  garden features, probably planting trenches, associated with Hillfield Villa and a large undated ditch were identified. Evidence for possible quarrying was also identified throughout the site. Periods: POST MEDIEVAL, 1800 - 1850, UNCERTAIN. Subjects: Archaeology, Evaluation, DITCH, GARDEN FEATURE, TRIAL TRENCH.

Extracted Entities:
  - Text:  Cotswold Archaeology in, Start: 108, End: 132, Label: ORG
  - Text:  London Road, Start: 166, End: 178, Label: LOC
  - Text:  Gloucester, Start: 179, End: 190, Label: LOC
  - Text:  Gloucestershire., Start: 191, End: 208, Label: LOC
  - Text:  POST MEDIEVAL,, Start: 969, End: 984, Label: PER
  - Text:  1800 - 1850,, Start: 984, End: 997, Label: PER
  - Text:  UNCERTAIN., Start: 997, End: 1008, Label: PER
  - Text:  Archaeology,, Start: 1018, End: 1031, Label: SUBJ
  - Text:  Evaluation,, Start: 1031, End: 1043, Label: SUBJ
  - Text:  DITCH,, Start: 1043, End: 1050, Label: SUBJ
  - Text:  GARDEN FEATURE,, Start: 1050, End: 1066, Label: SUBJ
  - Text:  TRIAL TRENCH., Start: 1066, End: 1080, Label: SUBJ