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call_number
stringclasses
5 values
heading
stringclasses
1 value
author
stringclasses
5 values
title
stringclasses
4 values
imprint
stringclasses
5 values
collation
stringclasses
5 values
notes
stringclasses
5 values
tracings
stringclasses
2 values
_label_status
stringclasses
1 value
_verdict
stringclasses
1 value
_review_note
stringclasses
1 value
_sample_id
stringclasses
5 values
_document_id
stringclasses
5 values
_prompt_hash
stringclasses
1 value
_schema_version
stringclasses
1 value
_round
int64
2
2
_model
stringclasses
1 value
F73 .5 .H85
ACTRESSES.
Howe, Mark Antony De Wolfe, 1864-
Memories of a hostess; a chronicle of eminent friendships drawn chiefly from the diaries of Mrs. James T. Fields, by M. A. De Wolfe Howe ...
Boston, The Atlantic monthly press [c1922]
5 p. 1., [3]-312 p., 1 l. front., plates, ports., facsims. 21cm.
CONTENTS.—The house and the hostess.—Dr. Holmes, the friend and neighbor.—Concord and Cambridge visitors.—With Dickens in America.— (Continued on next card)
null
verified
good_enough
01_003-actors-english-adh_00110
01_003-actors-english-adh_00110
6993b107dd8d
v1
2
Qwen/Qwen3-VL-30B-A3B-Instruct
*H.86A .57
null
Addison, Joseph, 1672-1719.
A poem to His Majesty, presented to the Lord Keeper.
London, Printed for J. Tonson, 1695.
10 p. 31cm.
A poem to His Majesty, presented to the Lord Keeper.
1. William III, King of Great Britain, 1650-1702--Poetry.
verified
good_enough
03_003-actors-english-adh_01960
03_003-actors-english-adh_01960
6993b107dd8d
v1
2
Qwen/Qwen3-VL-30B-A3B-Instruct
**H.18.84
null
Adams, William, 1711-1798.
A discourse delivered at New-London, October 23d. A.D. 1760. On the thanksgiving (ordered by authority) for the success of the British arms, in the reduction of Montreal, and the conquest of all Canada.
New-London. Green. 1761.
(I), 25 pp. 16°.
[This work is kept on the Special Libraries Floor.]
null
verified
good_enough
06_003-actors-english-adh_01516
06_003-actors-english-adh_01516
6993b107dd8d
v1
2
Qwen/Qwen3-VL-30B-A3B-Instruct
*A.48.30
null
Adams, William T., 1822-1897.
Watch and wait; or, the young fugitives. A story for young people. By Oliver Optic [pseud.].
Boston. Lee & Shepard. 1865.
276 pp. Plate. Additional engraved title-page. 17 1/2 cm., in 6s.
[Woodville stories.]
N9461 — T.r. Fiction. — S.r.
verified
good_enough
07_003-actors-english-adh_01664
07_003-actors-english-adh_01664
6993b107dd8d
v1
2
Qwen/Qwen3-VL-30B-A3B-Instruct
*Reserve 3886 .1
null
Agassiz, Louis, 1807-1873.
null
Boston, H. Flanders, 1849.
LCxxx,
Twelve lectures on comparative embryology.
null
verified
good_enough
08_004-a-aes-agr_00634
08_004-a-aes-agr_00634
6993b107dd8d
v1
2
Qwen/Qwen3-VL-30B-A3B-Instruct

Bpl Cards

Catalogue metadata extracted from digitised material with a multimodal model and human-reviewed.

Schema

Field Type Description
call_number string
heading string
author string
title string
imprint string
collation string
notes string
tracings string

The exact machine-readable output schema (enum values, nested objects, optionality) is in schema.json — the response_format the labels follow.

How it was labelled

  • Model: Qwen/Qwen3-VL-30B-A3B-Instruct
  • Prompt hash: 6993b107dd8d
  • Schema version: v1
  • Review: each item was shown to a human reviewer who gave a verdict and an optional free-text note. Gold labels are the 5 items a human signed off: 5 verified (model output a reviewer marked good enough) and 0 corrected (a reviewer edited the fields into the right answer). Each row's _label_status (verified / corrected) and, for corrected rows, _corrected_fields record which is which.
  • Model baseline (for benchmarking — not the label quality): the labels above are fully human-verified, so this figure describes the generating model, not the dataset. It agreed with reviewers on 75.0% of 8 scored items (good_enough=5, needs_tweaks=2, not_accurate=1; needs_tweaks scored as half credit) — a reference point for scoring other models against this set.
Extraction prompt
You are reading a catalogue card from the Boston Public Library's Rare Books
Department. Look at the image and return a single JSON object matching the
schema. Emit JSON only — no commentary or markdown.

- `call_number`: the shelfmark, usually printed down the left-hand edge.
- `heading`: the subject or added heading, usually typed in capitals across the
  top of the card. Leave it null when the card has none.
- `author`: the main entry — the personal or corporate name the card files
  under, transcribed as printed, including dates.
- `title`: the title of the work.
- `imprint`: place, publisher and date of publication.
- `collation`: the physical description — pagination, illustrations, size.
- `notes`: anything else the card records, such as a contents list.

- `tracings`: the numbered list of added entries at the foot of the card.
  Transcribe it as printed. Null if the card has none.

Transcribe as printed and never add markup. Use null for anything the card does
not carry — never infer a `heading` from the title.

Provenance

Produced by paratext. Each row carries _label_status, _verdict, _prompt_hash, _schema_version, _round, _model, and the reviewer's _review_note (plus _corrected_fields on corrected rows).

Rights & license

Released under mit — labels and images alike. If your collection includes third-party material, confirm the image rights position before reuse.

Limitations

Single-institution scope; labels reflect one model + prompt at a point in time and the reviewing institution's cataloguing conventions.

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