image imagewidth (px) 2.73k 2.84k | filename stringlengths 8 8 | objects dict | has_card bool 1
class | width int32 2.73k 2.84k | height int32 1.68k 1.71k | extraction stringlengths 183 701 | inference_info stringclasses 1
value |
|---|---|---|---|---|---|---|---|
0003.jpg | {
"bbox": [
[
150,
288,
2090,
1258
]
],
"category": [
0
]
} | true | 2,840 | 1,680 | {"image_type": "index_card", "heading": "Abad J.", "heading_type": "person", "epithet": "Captain, Spanish Army", "entries": [{"ms_no": "5538", "folios": ["f.11"], "description": "letter of (1783)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0005.jpg | {
"bbox": [
[
156,
276,
2196,
1260
]
],
"category": [
0
]
} | true | 2,840 | 1,680 | {"image_type": "verso", "heading": "ABADIE (Thomas), English Vice Consul at Aguilas,", "heading_type": "person", "epithet": "British", "entries": [{"ms_no": "5529", "folios": ["f. 169"], "description": "copy of petition of (ca. 1783)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0007.jpg | {
"bbox": [
[
115,
304,
2189,
1264
]
],
"category": [
0
]
} | true | 2,796 | 1,708 | {"image_type": "verso", "heading": "ABARACA Y BOLEA", "heading_type": "person", "epithet": "Conde d'Aranda", "entries": [{"ms_no": "5551", "folios": ["f. 195"], "description": "Spanish Ambassador in France, letter of (1788),"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0009.jpg | {
"bbox": [
[
121.48829650878906,
313.5049133300781,
2065.06982421875,
1186.4149169921875
]
],
"category": [
0
]
} | true | 2,796 | 1,708 | {"image_type": "verso", "heading": "Abbate, A.", "heading_type": "person", "epithet": "Clarinetist", "entries": [{"ms_no": "9812", "folios": ["f.271"], "description": "ABBATE (Antonio), Clarinetist, advertisement for concert by (1811),"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0011.jpg | {
"bbox": [
[
138.41510009765625,
273.49609375,
2174.32470703125,
1226.423828125
]
],
"category": [
0
]
} | true | 2,796 | 1,708 | {"image_type": "verso", "heading": "Abbate, I.", "heading_type": "person", "epithet": "Daughter of the Physician", "entries": [{"ms_no": "2633", "folios": ["f. 38"], "description": "ABBATE (Itala), Daughter of the Physician, Cairo, letter of (1878), 2633, f. 38."}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0013.jpg | {
"bbox": [
[
135.33749389648438,
301.1944885253906,
2160.4755859375,
1201.802978515625
]
],
"category": [
0
]
} | true | 2,796 | 1,708 | {"image_type": "index_card", "heading": "Abbate, O.", "heading_type": "person", "epithet": "O.", "entries": [{"ms_no": "2633", "folios": ["52"], "description": "ABBATE (Onofrio), Physician, Cairo, letter of (1879)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0015.jpg | {
"bbox": [
[
115,
274,
2189,
1254
]
],
"category": [
0
]
} | true | 2,796 | 1,708 | {"image_type": "verso", "heading": "Abbate,", "heading_type": "person", "epithet": "Onofrio", "entries": [{"ms_no": "15976", "folios": ["f.146"], "description": "ABBATE (Onofrio), Physician, Cairo, letter of (1894)"}, {"ms_no": "8807", "folios": ["f. 295"], "description": "letter of (1918)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0017.jpg | {
"bbox": [
[
100.7104721069336,
312.7230224609375,
2089.607177734375,
1200.2161865234375
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbatt, G.", "heading_type": "person", "epithet": "Grace", "entries": [{"ms_no": "8807", "folios": ["295"], "description": "letter of (1918), 8807, f. 295."}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0019.jpg | {
"bbox": [
[
116.09785461425781,
303.4905700683594,
2109.61083984375,
1192.5225830078125
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbatucci, C.", "heading_type": "person", "epithet": "General", "entries": [{"ms_no": "9311", "folios": ["405", "408"], "description": "ABBATUCCI (Charles), General, portrait and letter of (1793, n.d.)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0021.jpg | {
"bbox": [
[
102.5,
278,
2169.5,
1250
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbeville", "heading_type": "geographic", "epithet": null, "entries": [{"ms_no": null, "folios": ["f.3"], "description": "letter of magistrates of (1590), 16501"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0023.jpg | {
"bbox": [
[
114.55912017822266,
297.33563232421875,
2137.30810546875,
1180.212646484375
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbey C.J.", "heading_type": "person", "epithet": "Rector of Checkendon", "entries": [{"ms_no": "4255", "folios": [], "description": "letter of (1870)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0025.jpg | {
"bbox": [
[
116.09785461425781,
298.8743591308594,
2169.62158203125,
1195.5999755859375
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "verso", "heading": "Abbey, E.A.", "heading_type": "person", "epithet": "Painter", "entries": [{"ms_no": "2919", "folios": ["pp. 41b", "41c"], "description": "ABBEY (Edwin Austin), Painter, caricatured (1884, 1901),"}, {"ms_no": "2933", "folios": ["p. 16"], "description": "(n.d.),"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0027.jpg | {
"bbox": [
[
108,
304,
2164,
1224
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "ABBEY (Edwin Austin), Painter, letter of (1888),", "heading_type": "person", "epithet": "Painter", "entries": [{"ms_no": "10290", "folios": ["f.230"], "description": "letter of (1888)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0029.jpg | {
"bbox": [
[
89.93930053710938,
305.0293273925781,
2188.08642578125,
1204.8323974609375
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbey, Edwin Austin, Painter", "heading_type": "person", "epithet": "Painter", "entries": [{"ms_no": "741", "folios": ["no.96"], "description": "drawing by (n.d)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0031.jpg | {
"bbox": [
[
92,
280,
2164,
1248
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbeygreen", "heading_type": "geographic", "epithet": null, "entries": [{"ms_no": "19769", "folios": ["57"], "description": "watercolour of (19th cent.)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0033.jpg | {
"bbox": [
[
86.5,
268,
2137.5,
1260
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbey Press,", "heading_type": "corporate", "epithet": "Fort Augustus", "entries": [{"ms_no": "7190", "folios": ["ff.31-2"], "description": "letters to and of (1934)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0035.jpg | {
"bbox": [
[
92,
270,
2164,
1258
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbey Saint Bathans,", "heading_type": "geographic", "epithet": "Berwickshire", "entries": [{"ms_no": "5844", "folios": ["no. 1."], "description": "drawing of bridge at (19th cent.)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0037.jpg | {
"bbox": [
[
102.5,
290,
2153.5,
1238
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbiss, J.", "heading_type": "person", "epithet": "Rector of St Bartholomew the Great", "entries": [{"ms_no": "23234", "folios": ["f.121v"], "description": "printed copy of letter of (1818)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0039.jpg | {
"bbox": [
[
86.5,
260,
2201.5,
1268
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbot, C. J. A.", "heading_type": "person", "epithet": "Editor of 'The Kentish Gazette'", "entries": [{"ms_no": "4511", "folios": ["1888"], "description": "letter of (1888), 4511."}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0041.jpg | {
"bbox": [
[
106.86542510986328,
263.4833679199219,
2146.54052734375,
1252.5333251953125
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbot, C.", "heading_type": "person", "epithet": "1st Baron Colchester", "entries": [{"ms_no": "1821", "folios": ["f.1"], "description": "letters of"}, {"ms_no": "19794", "folios": ["f.128"], "description": null}, {"ms_no": "1801-2", "folios": ["ff.53-5, 70, 83, 95, 210, 254"], ... | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0043.jpg | {
"bbox": [
[
96.09425354003906,
260.4058837890625,
2165.00537109375,
1254.072021484375
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbot, C.", "heading_type": "person", "epithet": "1st Baron Colchester", "entries": [{"ms_no": "19881", "folios": ["3v-6"], "description": "notes concerning waterworks for at Kidbrooks (1802)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0045.jpg | {
"bbox": [
[
109.94290161132812,
260.4058837890625,
2178.85400390625,
1277.1531982421875
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbot, Chas.", "heading_type": "person", "epithet": "1st Baron Colchester", "entries": [{"ms_no": null, "folios": ["16f.49"], "description": "letter of (1808)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0047.jpg | {
"bbox": [
[
85.32308197021484,
298.8743591308594,
2203.473876953125,
1206.3712158203125
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "ABBOT (Charles), 1st Baron Colchester,", "heading_type": "person", "epithet": "1st Baron Colchester", "entries": [{"ms_no": "9815-16", "folios": [], "description": "journals of tours of France, Belgium and Scotland of (1815, 1827)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0049.jpg | {
"bbox": [
[
102.5,
288,
2169.5,
1240
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "ABBOT (Charles), 2nd Baron Colchester,", "heading_type": "person", "epithet": "2nd Baron Colchester", "entries": [{"ms_no": "19977", "folios": ["f.145"], "description": "letter to (1838)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0051.jpg | {
"bbox": [
[
113.5,
288,
2158.5,
1232
]
],
"category": [
0
]
} | true | 2,764 | 1,708 | {"image_type": "index_card", "heading": "Abbot, C.", "heading_type": "person", "epithet": "2nd Baron Colchester", "entries": [{"ms_no": "12049", "folios": ["f.195"], "description": "letter to (1839)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0053.jpg | {
"bbox": [
[
92.24740600585938,
268.0995788574219,
2180.392822265625,
1257.1495361328125
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbot, Chas.", "heading_type": "person", "epithet": "2nd Baron Colchester", "entries": [{"ms_no": "2282", "folios": ["f. 240"], "description": "letter of (1842)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0055.jpg | {
"bbox": [
[
90.70866394042969,
286.564453125,
2155.77294921875,
1218.6810302734375
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "verso", "heading": "ABBOT, C.", "heading_type": "person", "epithet": "Botanist", "entries": [{"ms_no": "3873", "folios": ["p. 239."], "description": "ABBOT (Charles), Botanist, letter of (1791), 3873, p. 239."}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0057.jpg | {
"bbox": [
[
72.24380493164062,
278.8707580566406,
2097.30078125,
1230.990966796875
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbot, E.", "heading_type": "person", "epithet": "Mrs", "entries": [{"ms_no": "9627", "folios": ["f.64"], "description": "letter of (1825)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0059.jpg | {
"bbox": [
[
106.09605407714844,
297.33563232421875,
2146.54052734375,
1212.526123046875
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbot, G.D.", "heading_type": "person", "epithet": "American Educationist", "entries": [{"ms_no": "7249", "folios": ["ff. 1-4"], "description": "ABBOT (Gorham Dummer), American Educationist, letters of (1841)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0061.jpg | {
"bbox": [
[
110.71227264404297,
311.18426513671875,
2141.92431640625,
1204.8323974609375
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbot, R.C.E.", "heading_type": "person", "epithet": "3rd Baron Colchester", "entries": [{"ms_no": "10768", "folios": ["f.29"], "description": "letter possibly to (1858)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0063.jpg | {
"bbox": [
[
98.40235900878906,
280.40948486328125,
2149.617919921875,
1217.142333984375
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbot, S.", "heading_type": "person", "epithet": null, "entries": [{"ms_no": "20392", "folios": ["ff.68-9"], "description": "deeds concerning (1829)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0065.jpg | {
"bbox": [
[
90.70866394042969,
300.4130859375,
2158.850341796875,
1210.9874267578125
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbots Craig.", "heading_type": "geographic", "epithet": null, "entries": [{"ms_no": "Ch. 4029.", "folios": [], "description": "ABBOTS CRAIG, Stirlingshire, contract referring to lands of (1597-8)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0067.jpg | {
"bbox": [
[
84.5537109375,
294.2581481933594,
2177.3154296875,
1220.2198486328125
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbotsford", "heading_type": "geographic", "epithet": null, "entries": [{"ms_no": null, "folios": ["919"], "description": "ABBOTSFORD, subscription-book of the fund for its preservation (1832), 919."}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0069.jpg | {
"bbox": [
[
92.24740600585938,
298.8743591308594,
2165.00537109375,
1209.4486083984375
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbotsford", "heading_type": "geographic", "epithet": "map of", "entries": [{"ms_no": "783", "folios": ["(1820)"], "description": "Abbotsford, map of"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0071.jpg | {
"bbox": [
[
110.71227264404297,
306.56805419921875,
2141.92431640625,
1186.3675537109375
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "ABBOTSFORD, Roxburghshire", "heading_type": "geographic", "epithet": "drawing of (1823)", "entries": [{"ms_no": "10989", "folios": ["no.51"], "description": null}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0073.jpg | {
"bbox": [
[
95.32488250732422,
303.4905700683594,
2178.85400390625,
1214.0648193359375
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbotsford.", "heading_type": "geographic", "epithet": null, "entries": [{"ms_no": "3134", "folios": ["204"], "description": "ABBOTSFORD, sketch of, made while the old house remained (n.d.)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0075.jpg | {
"bbox": [
[
115.32848358154297,
275.79327392578125,
2151.15673828125,
1237.14599609375
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbotsford Club", "heading_type": "corporate", "epithet": null, "entries": [{"ms_no": "2050", "folios": [], "description": "ABBOTSFORD CLUB, minute-book of (1833-4, 1837-9, 1841-2, 1844)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0077.jpg | {
"bbox": [
[
99.94110107421875,
291.1806640625,
2158.850341796875,
1207.909912109375
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbotsford Club", "heading_type": "corporate", "epithet": null, "entries": [{"ms_no": null, "folios": [], "description": "ABBOTSFORD CLUB, letters and papers of (1833-58, n.d.), 1864-8."}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0079.jpg | {
"bbox": [
[
106.09605407714844,
275.79327392578125,
2146.54052734375,
1227.91357421875
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbots Grange.", "heading_type": "geographic", "epithet": "Stirlingshire", "entries": [{"ms_no": "Ch. 4025", "folios": [], "description": "ABBOTS GRANGE, Stirlingshire, translation of tack of lands of (1566)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0081.jpg | {
"bbox": [
[
86.09245300292969,
297.33563232421875,
2146.54052734375,
1201.7550048828125
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbotsgrange,", "heading_type": "geographic", "epithet": null, "entries": [{"ms_no": null, "folios": ["8629"], "description": "ABBOTSGRANGE, Stirlingshire, tack of lands of (1606), Ch. 8629."}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0083.jpg | {
"bbox": [
[
89.16992950439453,
297.33563232421875,
2151.15673828125,
1203.293701171875
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abotshall,", "heading_type": "geographic", "epithet": "Lord, Senator of the College of Justice", "entries": [{"ms_no": null, "folios": [], "description": "ABBOTSHALL, Lord, Senator of the College of Justice, see Ramsay (Sir Andrew)."}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0085.jpg | {
"bbox": [
[
98.40235900878906,
294.2581481933594,
2146.54052734375,
1194.061279296875
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbott, B.E.", "heading_type": "person", "epithet": "B. Edward", "entries": [{"ms_no": "5579", "folios": ["f. 113"], "description": "copies of letters to (1794)"}, {"ms_no": "5580", "folios": ["f. 119"], "description": null}, {"ms_no": "5582", "folios": ["ff. 3, 196"], "descript... | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0087.jpg | {
"bbox": [
[
98.40235900878906,
274.2545471191406,
2157.311767578125,
1232.52978515625
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbott, C.", "heading_type": "person", "epithet": "1st Baron Tenterden, of Hendon", "entries": [{"ms_no": "589", "folios": ["1462", "1472"], "description": "letters of (1800, 1828)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0089.jpg | {
"bbox": [
[
101.5,
254,
2138.5,
1242
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "ABBOTT (Charles), 1st Baron Tenterden", "heading_type": "person", "epithet": "1st Baron Tenterden", "entries": [{"ms_no": "11000", "folios": ["f.55"], "description": "letter to (1819)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0091.jpg | {
"bbox": [
[
91,
270,
2181,
1266
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbott, C.D.", "heading_type": "person", "epithet": "Director of Libraries", "entries": [{"ms_no": "8536", "folios": ["194", "232"], "description": "letters of (1938)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0093.jpg | {
"bbox": [
[
89.16992950439453,
274.2545471191406,
2155.77294921875,
1240.223388671875
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "ABBOTT (Charles Stuart AuIrey), Baron Tenterden", "heading_type": "person", "epithet": "3rd", "entries": [{"ms_no": "13070", "folios": ["ff.121-206"], "description": "letters to and of (1873-7) (passim);"}, {"ms_no": "13071", "folios": [], "description": "passim"}, {"ms_no": "13... | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0095.jpg | {
"bbox": [
[
106.09605407714844,
318.8779602050781,
2054.21630859375,
1177.1351318359375
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbott, C.", "heading_type": "person", "epithet": "3rd Baron Tenterden", "entries": [{"ms_no": "9254", "folios": ["f. 212"], "description": "letter of (1874)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0097.jpg | {
"bbox": [
[
104.55731964111328,
280.40948486328125,
2160.38916015625,
1220.2198486328125
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbott E.", "heading_type": "person", "epithet": "Baroness Tenterden", "entries": [{"ms_no": "10595", "folios": ["f.92"], "description": "letter of (1913)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] | |
0099.jpg | {
"bbox": [
[
113.78974914550781,
291.1806640625,
2126.536865234375,
1230.990966796875
]
],
"category": [
0
]
} | true | 2,732 | 1,708 | {"image_type": "index_card", "heading": "Abbott, E.F.", "heading_type": "person", "epithet": "Wife of Hon. Charles", "entries": [{"ms_no": "8191", "folios": ["266"], "description": "letter of (1863)"}]} | [{"model_id": "numind/NuExtract3", "model_name": "NuExtract3", "column_name": "extraction", "timestamp": "2026-05-20T09:11:55.305833", "mode": "structured-extraction", "has_template": true, "enable_thinking": false, "temperature": 0.2, "max_tokens": 8192, "parse_error_rate": 0.0}] |
NLS Advocates Library index cards → structured JSON (NuExtract3)
Demo output: scanned manuscript index cards from the National Library of Scotland's
Advocates Library, run through NuExtract3
(4B, Apache-2.0) for schema-guided structured extraction. Each row pairs the card
image with extraction — the JSON the model returned for that card.
How it was made
- Input: NationalLibraryOfScotland/nls-index-cards-object-detection, filtered to the 49 pages that contain a card (
davanstrien/nls-index-cards-only). - Model:
numind/NuExtract3via thenuextract3.pyUV script. - Schema (NuExtract template):
image_type,heading,heading_type,epithet,entries[ms_no, folios, description].
hf jobs uv run --image vllm/vllm-openai:latest --flavor a100-large \
--python /usr/bin/python3 -e PYTHONPATH=/usr/local/lib/python3.12/dist-packages \
-s HF_TOKEN \
https://huggingface.co/datasets/uv-scripts/ocr/raw/main/nuextract3.py \
davanstrien/nls-index-cards-only OUTPUT \
--template '{"image_type":["index_card","verso","cover","blank","other"],"heading":"verbatim-string","heading_type":["person","family","corporate","geographic","subject"],"epithet":"string","entries":[{"ms_no":"verbatim-string","folios":["verbatim-string"],"description":"string"}]}'
Note
This is a demo, not a production extraction. Quality varies — e.g. busy or
small-in-frame scans are sometimes misclassified as verso, and headings may be
abbreviated where a catalogue would expand them. For real archival work, crop to the
card first (the input dataset ships bounding boxes) and review the output.
- Downloads last month
- 34