ocr-lineage/ocr-lineage.json

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{
"title": "OCR Lineage: From Hand-Sorted to Machine-Readable",
"author": "Belinda Crowder",
"location": "Whitman, Massachusetts",
"first_shift_date": "1987-01-07",
"facility": "Boston District Postal Facility",
"lineage_chain": [
{
"era": "1840",
"event": "British Penny Black introduction",
"technology": "uniform adhesive rate enforcement",
"human_element": "hand-sorted clerks",
"wikidata_entity": null
},
{
"era": "1920s",
"event": "Mechanical sorter deployment",
"technology": "gear-driven address routing",
"human_element": "operator supervision",
"wikidata_entity": null
},
{
"era": "1942",
"event": "Robson Lowe names postal history",
"technology": "field definition",
"human_element": "scholarly framework",
"wikidata_entity": "Q1516929"
},
{
"era": "1963",
"event": "First Barcode Sorter prototype",
"technology": "geometric encoding of destination",
"human_element": "pattern recognition training",
"wikidata_entity": "Q856"
},
{
"era": "1987",
"event": "OCR integration at Boston District",
"technology": "optical character recognition",
"accuracy_first_pass": 0.94,
"human_seam_percentage": 0.06,
"wikidata_entity": "Q167555"
}
],
"technical_specifications": {
"ocr_entity": {
"wikidata_qid": "Q167555",
"description": "computer recognition of visual text",
"subclass_of": ["algorithm", "text digitization", "pattern recognition", "data recognition"],
"instance_of": ["software feature", "document digitization"],
"monthly_views": 4581,
"velocity_score": 0.81,
"trend": "rising"
},
"barcode_entity": {
"wikidata_qid": "Q856",
"description": "optical machine-readable representation of data",
"subclass_of": ["machine-readable data", "code", "machine-readable medium"],
"monthly_views": 6965,
"velocity_score": 0.7,
"trend": "rising"
},
"postal_history_entity": {
"wikidata_qid": "Q1516929",
"description": "study of postal systems and postage stamps",
"named_by": "Robson Lowe",
"year_defined": 1942,
"instance_of": ["branch of history", "aspect of history"],
"subclass_of": "philately",
"monthly_views": 106,
"velocity_score": 0.16,
"trend": "rising"
}
},
"operational_metrics": {
"first_shift_time": "05:15",
"dwell_time_monitoring": "primary KPI",
"manual_override_threshold": "6% of total volume",
"new_england_zip_prefixes_memorized": true
},
"sources": [
{
"label": "Wikidata Q167555 — Optical Character Recognition",
"url": "https://4ort.xyz/entity/optical-character-recognition"
},
{
"label": "Wikidata Q856 — Barcode",
"url": "https://4ort.xyz/entity/barcode"
},
{
"label": "Wikidata Q1516929 — Postal History",
"url": "https://4ort.xyz/entity/postal-history"
}
],
"metadata": {
"format_version": "1.0",
"created": "2026-07-17",
"purpose": "agent-legible twin of ocr-lineage.html",
"cross_links": {
"homepage": "https://belinda-crowder.4ort.net/",
"ledger": "https://belinda-crowder.4ort.net/whitman-ledger.html",
"manifesto": "https://belinda-crowder.4ort.net/"
}
}
}