Meredith Clarke had been trying to trace her family's connection to the Merewether colliery for three years. When she finally accessed a digitised archive through the Hunter Living Histories collection at the University of Newcastle last March, she found her great-grandfather's image had been replaced by a photograph of a stranger — a man she didn't recognise, tagged with her family's surname. She is not alone.
Across Newcastle's community and historical organisations, a growing number of residents are raising concerns about duplicate image replacement: the process by which digitisation workflows, automated tagging systems or third-party database consolidations overwrite original photographs with visually similar but incorrect substitutes. The problem has emerged as institutions rushed to digitise paper collections ahead of planned physical archive reductions, and it is now surfacing in local family histories, school records and neighbourhood documentation projects.
The Problem Close to Home
The issue is particularly acute in the Hunter region, where the coal industry's long transition has prompted urgent efforts to preserve the social and cultural record of mining communities. Projects like the Hunter Valley Coal and Community Heritage initiative and Newcastle City Council's Local Studies digitisation program — housed at the Newcastle Region Library on Laman Street — have processed tens of thousands of images over the past four years. The sheer volume, combined with the use of automated deduplication software designed to save storage space, has created conditions where near-duplicate images get flagged and one is silently replaced or suppressed.
Community members from Wallsend, Hamilton and Mayfield have reported finding photographs in public-facing archives that carry their relatives' names but show different people entirely. One Wallsend resident, who asked not to be identified by name, described finding a school photograph from the 1970s on a local heritage website where her mother's face had been replaced by another child's image, apparently drawn from a different school's records that shared a similar file name structure in the database. The emotional weight, she said, was significant — particularly given her family's history in the Stockton stevedoring community, where very few photographs survive.
The University of Newcastle's Digital Humanities Lab, based on the Callaghan campus, has been working on quality-assurance protocols since at least mid-2025, according to publicly available project descriptions on the university's research portal. But community members say the feedback loop between institutions and the public remains slow and difficult to navigate.
What Advocates Are Calling For
Local genealogical societies, including the Newcastle branch of the Genealogical Society of NSW, which meets regularly at venues around the city, have begun compiling a registry of reported mismatches. The aim is to build a documented case for institutional review — and to push for a formal reporting mechanism that does not require complainants to navigate academic or council bureaucracy on their own.
The timing matters. NSW's State Archives and Records Authority released updated digitisation standards in February 2026, including guidance on deduplication practices. Those standards require that any automated image replacement in a publicly accessible archive be logged with metadata showing the original file's provenance. Whether that requirement is being consistently applied across contracted digitisation projects — many of which involve external vendors — is unclear from publicly available records.
Community advocates also point to the broader stakes. With the Hunter region's industrial workforce shrinking and physical community spaces closing, digital archives have become primary repositories of working-class history. A photograph of a shift worker outside the old Elermore Vale Colliery or a christening at Sacred Heart Church in Hamilton is not a minor record. For many families, it is the only record.
For residents who believe their family images have been affected, the most direct step right now is to contact the relevant institution in writing — Newcastle Region Library's Local Studies team can be reached through the Laman Street branch — and to request a review citing the February 2026 State Archives digitisation standards. The Genealogical Society of NSW's Newcastle branch is also maintaining a contact list for people wishing to add their cases to the emerging community registry. Keeping copies of original photographs, and noting specific accession numbers when you find a mismatch online, will strengthen any formal complaint.