diff --git a/README.md b/README.md
index 7c4c3ace697e2791f78c79f61a859327de9bd6ef..2bbec8d541998c09492d93b10ec512b933e35a3e 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,24 @@
 ---
-title: Bpl Shelf List Extraction
-emoji: 🐢
-colorFrom: blue
+title: BPL Shelf-List Card Extraction
+emoji: 📇
+colorFrom: gray
 colorTo: indigo
 sdk: static
 pinned: false
+license: cc-by-4.0
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Boston Public Library shelf-list cards → structured records
+
+A demo of zero-shot structured extraction on scanned BPL shelf-list catalogue cards
+using [NuExtract3](https://huggingface.co/numind/NuExtract3) (4B, Apache-2.0), run as a
+single command on Hugging Face Jobs via the
+[`uv-scripts/ocr`](https://huggingface.co/datasets/uv-scripts/ocr) `nuextract3.py` script.
+
+Each card image is paired with the JSON the model returned for a target catalogue schema
+(`shelf_no`, `author`, `title`, `place`, `date`, `accession_no`, …). The model also
+self-classifies shelf-divider cards vs bibliographic cards.
+
+**This is an unreviewed zero-shot demo** — the next step is expert curator review and an
+iteration loop (and, potentially, a fine-tuned community model). Source cards are public
+domain via the Boston Public Library.
diff --git a/data.json b/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9ea00c933c9832bb4c01cd7ada083720e62d526
--- /dev/null
+++ b/data.json
@@ -0,0 +1 @@
+{"rows": [{"card_id": "001.2110_2133_0000", "card_type": "shelf_divider", "shelf_no": "2110", "author": null, "title": null, "place_of_publication": null, "date": "1934-07-30", "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0021", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0042", "card_type": "bibliographic", "shelf_no": "2110.21", "author": "Barrois, J.B.J.", "title": "Lecture littérale des hiéroglyphes.", "place_of_publication": "Paris", "date": "1853", "volumes": "1", "accession_no": "53270", "additions": null}, {"card_id": "001.2110_2133_0063", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0084", "card_type": "bibliographic", "shelf_no": "2111.5", "author": "Hansard, T.C.", "title": "Typographia.", "place_of_publication": "Lond.", "date": "1825", "volumes": "1", "accession_no": "6558", "additions": "R"}, {"card_id": "001.2110_2133_0105", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0126", "card_type": "shelf_divider", "shelf_no": "2111.26", "author": "Siennicki,S.J.", "title": "Recueil des eds. des imprimeurs...", "place_of_publication": "Varsovie", "date": "1873", "volumes": "1", "accession_no": "305706", "additions": null}, {"card_id": "001.2110_2133_0147", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0168", "card_type": "bibliographic", "shelf_no": "2112.3", "author": "Greswell,W.P.", "title": "Parisian typography.", "place_of_publication": "Lond.", "date": "1818", "volumes": "1", "accession_no": "24280", "additions": null}, {"card_id": "001.2110_2133_0189", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0210", "card_type": "bibliographic", "shelf_no": "2112.24", "author": "Scott de Martinville.", "title": "Histoire de la sténographie.", "place_of_publication": "Paris.", "date": "1849", "volumes": "1", "accession_no": "80740", "additions": null}, {"card_id": "001.2110_2133_0231", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0252", "card_type": "bibliographic", "shelf_no": "2112.45", "author": "Hessels, J.H.", "title": "Haarlem the birthplace of printing.", "place_of_publication": "Lond.", "date": "1887", "volumes": "1", "accession_no": "407941", "additions": null}, {"card_id": "001.2110_2133_0273", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0294", "card_type": "bibliographic", "shelf_no": "2113.19", "author": "Nicholson, J.R.", "title": "Manual of the art of bookbinding.", "place_of_publication": "Phila.", "date": "1856", "volumes": "1", "accession_no": "66526", "additions": null}, {"card_id": "001.2110_2133_0315", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0336", "card_type": "bibliographic", "shelf_no": "2114.5", "author": "Bandini, A.M.", "title": "Junatarum typographia.", "place_of_publication": "Lucae", "date": "1791", "volumes": "2", "accession_no": "28937", "additions": null}, {"card_id": "001.2110_2133_0357", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0378", "card_type": "bibliographic", "shelf_no": "2114.27", "author": "Volpi,G.", "title": "La libreria de' Volpi e la stamperia cominiana.", "place_of_publication": "Padova.", "date": "1756", "volumes": "1", "accession_no": "58408", "additions": null}, {"card_id": "001.2110_2133_0399", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0420", "card_type": "bibliographic", "shelf_no": "2115.3", "author": "Hannett,J.", "title": "Art of book-binding.", "place_of_publication": "Lond.", "date": "1848", "volumes": "1", "accession_no": "24289", "additions": null}, {"card_id": "001.2110_2133_0441", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0462", "card_type": "bibliographic", "shelf_no": "2115.24", "author": "Pescheck, H.E.", "title": "Das Ganze des Steindrucks...", "place_of_publication": "Weimar", "date": "1856", "volumes": "1", "accession_no": "71018", "additions": "Rem. to 4069.72"}, {"card_id": "001.2110_2133_0483", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0504", "card_type": "bibliographic", "shelf_no": "2115.45", "author": "Goldsmid,E.M.", "title": "Publ. of the Elzevir presses.", "place_of_publication": "Edin.", "date": "1885-8", "volumes": "3 in 1", "accession_no": "423382", "additions": "Rem.to Q.48.2204"}, {"card_id": "001.2110_2133_0525", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0546", "card_type": "bibliographic", "shelf_no": "2118.10", "author": "DeVinne,T.L.", "title": "Printers' price list.", "place_of_publication": "N.Y.", "date": "1871", "volumes": "1", "accession_no": "117167", "additions": "Miss.1897"}, {"card_id": "001.2110_2133_0567", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0588", "card_type": "bibliographic", "shelf_no": "2118.31", "author": "Spencer, H.G.", "title": "A system of lucid shorthand.", "place_of_publication": "Lond.", "date": "1894", "volumes": "1", "accession_no": "6/19/94C", "additions": "Miss. 1933 No repl."}, {"card_id": "001.2110_2133_0609", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0630", "card_type": "shelf_divider", "shelf_no": "2119.12", "author": "Adams,T.F.", "title": "Typographia.", "place_of_publication": "Phila.", "date": "1851", "volumes": "1", "accession_no": "145138", "additions": null}, {"card_id": "001.2110_2133_0651", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0672", "card_type": "bibliographic", "shelf_no": "2119.34", "author": "Eames, R.L.", "title": "Manual of right line shorthand.", "place_of_publication": "Lond.", "date": "1880", "volumes": "1", "accession_no": "321462", "additions": null}, {"card_id": "001.2110_2133_0693", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0714", "card_type": "bibliographic", "shelf_no": "2119.57", "author": "French,G.", "title": "About book making.", "place_of_publication": "Cleveland.", "date": "1904.", "volumes": "1", "accession_no": "3/17/04H", "additions": null}, {"card_id": "001.2110_2133_0735", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0756", "card_type": "bibliographic", "shelf_no": "2120.16", "author": null, "title": "Every man his own printer.", "place_of_publication": "Lond.", "date": "1854", "volumes": "1", "accession_no": "21013", "additions": null}, {"card_id": "001.2110_2133_0777", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0798", "card_type": "shelf_divider", "shelf_no": "2121", "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0819", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0840", "card_type": "bibliographic", "shelf_no": "2121.24", "author": "Geddes, J.", "title": "Dictionaries in Eng. & for. lang. bibliog. review.", "place_of_publication": "[Bost?]", "date": "[1929?]-May 19,30", "volumes": "1", "accession_no": "B.P.L. FORM NO. 684; 10.23.34; 360M.", "additions": null}, {"card_id": "001.2110_2133_0861", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0882", "card_type": "bibliographic", "shelf_no": "2122:15", "author": null, "title": "Books lent not books lost. 2d ed.", "place_of_publication": "Warwick", "date": "n.d.", "volumes": "1", "accession_no": "22629", "additions": "Miss.1910"}, {"card_id": "001.2110_2133_0903", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0924", "card_type": "bibliographic", "shelf_no": "2123.6", "author": "Merryweather, F.S.", "title": "Bibliomania in Middle Ages.", "place_of_publication": "Lond.", "date": "1849", "volumes": "1", "accession_no": "24611", "additions": "Cond. 4/37"}, {"card_id": "001.2110_2133_0945", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_0966", "card_type": "bibliographic", "shelf_no": "2123.40", "author": "Moore, A.C.", "title": "Seven stories high. The child's own library.", "place_of_publication": "Chic.", "date": "1932.-12/7/32", "volumes": "1", "accession_no": null, "additions": "Missing 1958 NO rack"}, {"card_id": "001.2110_2133_0987", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1008", "card_type": "bibliographic", "shelf_no": "2125-2", "author": "Farnham, L.", "title": "Glance at private libraries.", "place_of_publication": "Bost.", "date": "1855-17858", "volumes": "1", "accession_no": "B.P.L. FORM NO. 684; 10.23.34; 360M.", "additions": "DRex.Oct./13"}, {"card_id": "001.2110_2133_1029", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1050", "card_type": "bibliographic", "shelf_no": "2126.7", "author": "Naudé,G.", "title": "Advis pour dresser un bibliothèque.", "place_of_publication": "Paris", "date": "1627.", "volumes": "1", "accession_no": "58082", "additions": "Removed to Rare Book Dept. *Q.59.531"}, {"card_id": "001.2110_2133_1071", "card_type": "other", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1092", "card_type": "bibliographic", "shelf_no": "2126.37", "author": "Koopman,H.L.", "title": "The booklover and his books.", "place_of_publication": "Bost.", "date": "1917.-1/29/17E", "volumes": "1", "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1113", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1134", "card_type": "bibliographic", "shelf_no": "2127.19", "author": "Holgate.C.W.", "title": "The chief libraries of New Zealand.", "place_of_publication": "Lond.", "date": "1886", "volumes": "1", "accession_no": "396804", "additions": null}, {"card_id": "001.2110_2133_1155", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1176", "card_type": "bibliographic", "shelf_no": "2127.40", "author": "Balfour, A.J.", "title": "The pleasures of reading.", "place_of_publication": "Edinb.", "date": "1888", "volumes": "1", "accession_no": "422010", "additions": null}, {"card_id": "001.2110_2133_1197", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1218", "card_type": "bibliographic", "shelf_no": "2127.61", "author": "Chambers, E.K.", "title": "Hist., etc. of literary forgeries.", "place_of_publication": "Oxford", "date": "1891", "volumes": "1", "accession_no": "29549", "additions": null}, {"card_id": "001.2110_2133_1239", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1260", "card_type": "bibliographic", "shelf_no": "2127.83", "author": "Farrer, J.A.", "title": "Literary forgeries.", "place_of_publication": "Lond.", "date": "1907", "volumes": "1", "accession_no": "3/4/07H (1/17/29K)", "additions": "A"}, {"card_id": "001.2110_2133_1281", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1302", "card_type": "bibliographic", "shelf_no": "2127.104", "author": "Wheatley, H.B.", "title": "How to make an index.", "place_of_publication": "Lond.", "date": "1902", "volumes": "1", "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1323", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1344", "card_type": "bibliographic", "shelf_no": "2127.125", "author": "Andrews,W.L.", "title": "Of the extra illust. of books.", "place_of_publication": "Lond.", "date": "1900", "volumes": "1", "accession_no": "3/17/00", "additions": "Rem.to Q.2.1"}, {"card_id": "001.2110_2133_1365", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1386", "card_type": "bibliographic", "shelf_no": "2127.147", "author": "Askew, S.B.", "title": "The place, the man and the book.", "place_of_publication": "White Plains", "date": "1916", "volumes": "1", "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1407", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1428", "card_type": "bibliographic", "shelf_no": "2127.168", "author": "Rahir,E.", "title": "La bibliothèque de l'amateur.", "place_of_publication": "Paris", "date": "1907", "volumes": "1", "accession_no": "6/14/07A", "additions": null}, {"card_id": "001.2110_2133_1449", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1470", "card_type": "bibliographic", "shelf_no": "2127.191", "author": "Macy, J.A.", "title": "A guide to reading for young and old.", "place_of_publication": "N.Y.", "date": "1910", "volumes": "1", "accession_no": "4/11/13R", "additions": "Lost Sept.23 No repl."}, {"card_id": "001.2110_2133_1491", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1512", "card_type": "bibliographic", "shelf_no": "2127.210", "author": "Van Dyke, H. J.", "title": "Companionable books.", "place_of_publication": "N.Y.", "date": "1922", "volumes": "1", "accession_no": "10/11/22M (3/6/30)", "additions": "Orig.& A Rem.to PN511.V3 & Copy 2"}, {"card_id": "001.2110_2133_1533", "card_type": "shelf_divider", "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1554", "card_type": "bibliographic", "shelf_no": "2127.234", "author": "Neilson,W.A.,ed.", "title": "Lectures on the five-foot shelf of books.", "place_of_publication": "N.Y.", "date": "[1913.]-1/7/31", "volumes": "1", "accession_no": "B.P.L. FORM NO. 684; 10.23.34; 360M.", "additions": null}, {"card_id": "001.2110_2133_1575", "card_type": null, "shelf_no": null, "author": null, "title": null, "place_of_publication": null, "date": null, "volumes": null, "accession_no": null, "additions": null}, {"card_id": "001.2110_2133_1596", "card_type": "bibliographic", "shelf_no": "2127.262", "author": "Jackson, H.", "title": "The anatomy of bibliomania.", "place_of_publication": "Lond.", "date": "1930", "volumes": "2", "accession_no": "*Z992.J162 1932", "additions": "V.1,2 mess. 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--- a/index.html
+++ b/index.html
@@ -1,19 +1,107 @@
-<!doctype html>
-<html>
-	<head>
-		<meta charset="utf-8" />
-		<meta name="viewport" content="width=device-width" />
-		<title>My static Space</title>
-		<link rel="stylesheet" href="style.css" />
-	</head>
-	<body>
-		<div class="card">
-			<h1>Welcome to your static Space!</h1>
-			<p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
-			<p>
-				Also don't forget to check the
-				<a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
-			</p>
-		</div>
-	</body>
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>BPL Shelf-List Card Extraction — NuExtract3</title>
+<style>
+  :root { --ink:#111110; --muted:#8a8a82; --rule:#d8d8cf; --accent:#7b1f1f; --bg:#fffff8; }
+  * { box-sizing:border-box; }
+  body { margin:0; background:var(--bg); color:var(--ink);
+    font-family:"Palatino Linotype","Palatino",Georgia,serif; line-height:1.5; }
+  header { max-width:980px; margin:0 auto; padding:44px 28px 0; }
+  h1 { font-size:30px; font-weight:400; margin:0 0 6px; }
+  h1 i { color:var(--accent); }
+  .sub { color:#555; font-size:16px; margin:0 0 4px; }
+  .meta { color:var(--muted); font-size:14px; font-style:italic; }
+  .bar { max-width:980px; margin:18px auto 0; padding:0 28px; display:flex;
+    align-items:center; gap:16px; border-bottom:1px solid var(--rule); padding-bottom:14px;
+    position:sticky; top:0; background:var(--bg); z-index:5; }
+  .bar .count { font-size:14px; color:var(--muted); }
+  .bar label { font-size:14px; color:#333; cursor:pointer; user-select:none; }
+  main { max-width:980px; margin:0 auto; padding:8px 28px 80px; }
+  .card { display:flex; gap:26px; padding:26px 0; border-bottom:1px solid var(--rule);
+    align-items:flex-start; }
+  .card .imgwrap { flex:0 0 46%; }
+  .card img { width:100%; border:1px solid #c9c9bf; display:block; background:#eee; }
+  .card .fields { flex:1; padding-top:2px; }
+  .badge { display:inline-block; font-size:11px; font-variant:small-caps; letter-spacing:1.4px;
+    color:var(--muted); border:1px solid var(--rule); border-radius:3px; padding:2px 8px; margin-bottom:12px; }
+  .badge.divider { color:#9a7b1f; border-color:#e3d9b6; }
+  dl { margin:0; display:grid; grid-template-columns:auto 1fr; gap:7px 16px; }
+  dt { font-size:13px; font-variant:small-caps; letter-spacing:1px; color:var(--muted); white-space:nowrap; }
+  dd { margin:0; font-size:16px; }
+  dd.mono { font-family:ui-monospace,"SF Mono",Menlo,monospace; font-size:15px; color:var(--accent); }
+  dd.null { color:#bcbcb2; }
+  .cid { margin-top:14px; font-size:12px; color:#bcbcb2; font-family:ui-monospace,Menlo,monospace; }
+  footer { max-width:980px; margin:0 auto; padding:24px 28px 60px; color:var(--muted);
+    font-size:13px; font-style:italic; border-top:1px solid var(--rule); }
+  footer a { color:var(--accent); }
+  @media (max-width:700px){ .card{flex-direction:column;} .card .imgwrap{flex:none;width:100%;} }
+</style>
+</head>
+<body>
+<header>
+  <h1>Boston Public Library shelf-list cards <i>→ structured records</i></h1>
+  <p class="sub">Zero-shot extraction with NuExtract3 (4B, Apache-2.0) — one command on Hugging Face Jobs.</p>
+  <p class="meta" id="meta">loading…</p>
+</header>
+<div class="bar">
+  <span class="count" id="count"></span>
+  <label><input type="checkbox" id="bibOnly"> bibliographic cards only</label>
+</div>
+<main id="cards"></main>
+<footer>
+  Unreviewed zero-shot demo · model <a href="https://huggingface.co/numind/NuExtract3">numind/NuExtract3</a>
+  · script <a href="https://huggingface.co/datasets/uv-scripts/ocr">uv-scripts/ocr</a>
+  · cards: Boston Public Library (public domain). Next step: curator review + iteration.
+</footer>
+<script>
+const FIELDS = [
+  ["shelf_no","Shelf no.",true],
+  ["author","Author",false],
+  ["title","Title",false],
+  ["place_of_publication","Place",false],
+  ["date","Date",true],
+  ["volumes","Vols.",true],
+  ["accession_no","Accession",true],
+  ["additions","Additions",false],
+];
+function val(v){ if(v==null||v===""||(Array.isArray(v)&&!v.length)) return null;
+  return Array.isArray(v)? v.join("; ") : String(v); }
+function render(rows){
+  const bibOnly = document.getElementById("bibOnly").checked;
+  const main = document.getElementById("cards"); main.innerHTML="";
+  let shown=0;
+  for(const r of rows){
+    const ct = (r.card_type||"").toLowerCase();
+    if(bibOnly && ct!=="bibliographic") continue;
+    shown++;
+    const div=document.createElement("div"); div.className="card";
+    const badge = ct==="bibliographic" ? '<span class="badge">bibliographic</span>'
+      : ct==="shelf_divider" ? '<span class="badge divider">shelf divider</span>'
+      : '<span class="badge divider">'+(ct||"?")+'</span>';
+    let dl='<dl>';
+    for(const [k,label,mono] of FIELDS){
+      const v=val(r[k]);
+      dl+='<dt>'+label+'</dt><dd class="'+(v?(mono?'mono':''):'null')+'">'+(v?escapeHtml(v):'—')+'</dd>';
+    }
+    dl+='</dl>';
+    div.innerHTML='<div class="imgwrap"><img loading="lazy" src="imgs/'+r.card_id+'.jpg" alt="BPL card '+r.card_id+'"></div>'
+      +'<div class="fields">'+badge+dl+'<div class="cid">'+r.card_id+'</div></div>';
+    main.appendChild(div);
+  }
+  document.getElementById("count").textContent = shown+" cards shown";
+}
+function escapeHtml(s){return s.replace(/[&<>"]/g,c=>({'&':'&amp;','<':'&lt;','>':'&gt;','"':'&quot;'}[c]));}
+fetch("data.json").then(r=>r.json()).then(data=>{
+  document.getElementById("meta").textContent =
+    data.length+" sampled cards · extracted "+ (data._date||"") ;
+  const rows=data.rows||data;
+  document.getElementById("meta").textContent = rows.length+" sampled cards · NuExtract3 zero-shot";
+  render(rows);
+  document.getElementById("bibOnly").addEventListener("change",()=>render(rows));
+}).catch(e=>{document.getElementById("meta").textContent="failed to load data.json: "+e;});
+</script>
+</body>
 </html>