Hunt Institute for Botanical Documentation
A Research Division of Carnegie Mellon University

Hunt Institute Archives Text Discovery Platform

Search a large and growing portion of our online collections, including handwritten documents.
PROTOTYPE

This prototype uses state-of-the-art artificial intelligence, including a vision-language model (VLM) capable of reading handwritten documents as well as typed and printed text, to create searchable transcriptions of digitized materials in the Hunt Institute Archives. This makes it possible to search the textual contents of individual pages, including material that may not be described in the archival catalog.

Use Keyword search for specific words, names, dates, scientific names, or phrases. Try Semantic search (experimental) to describe a topic, question, or kind of material when you do not know the exact wording used in the documents.

About the AI-generated transcriptions

The transcriptions are generated automatically from page images and may contain errors, especially with difficult handwriting, unusual names, multiple languages, image-quality problems, or complex layouts. They are intended primarily as a discovery aid rather than authoritative transcriptions.

Each result provides the generated transcription and links to the original digitized material and associated archival description so that readings can be checked against the source. The transcription workflow uses AI models run locally by the Hunt Institute.

About Keyword and Semantic search

Keyword search is the default and matches the wording in the transcriptions. Results contain all your terms. Use quotes for an exact phrase. Substring matching is supported, so aceae can find plant-family names ending in -aceae.

Semantic search (experimental) is useful when you know what kind of material you are looking for but do not know the words used in the documents. It ranks transcribed passages by similarity of meaning, so relevant results may not contain the exact words in your query.

Semantic queries can be broad research topics, descriptions of activities or relationships, or natural-language questions. For example:

Semantic search is not a chatbot: a question is used as a search query, and the system returns archival passages that appear conceptually related to it rather than generating an answer or summary. Short descriptions and ordinary research questions generally work better than lists of disconnected keywords. Quotation marks have no special meaning in Semantic mode. Cross-language matching may work in some cases, but it should not be treated as translation.

Keyword and Semantic search are complementary. Keyword search lets you require particular wording; Semantic search can surface differently worded passages about the same subject. Depending on the research question, trying both can reveal different useful material.

Open a result: use the prominent page-and-transcription link to see the metadata, PDF, and full transcription. Keyword-search terms are highlighted in the transcription.

Archives Collections Database (ArchivesSpace): the Collection, Item/Folder, and Digital Object links open the corresponding archival records. Collection-level dates describe the collection as a whole, not necessarily the specific item or page.

If a PDF does not load: on the detail page, use the Digital Object link, click “Go to file” in ArchivesSpace, and navigate to the page number shown here.

Current limitations
  • Automated transcriptions can contain missing or incorrect text or unintended repetition. Difficult handwriting, image quality, unusual layouts, and multiple languages can reduce accuracy. Always consult the original page image when an exact reading matters.
  • Semantic search remains experimental. Its rankings are an additional discovery aid, not a complete or definitive set of relevant results, and highly ranked pages can sometimes be only broadly related.
  • This is an active prototype. Search coverage, transcriptions, functionality, and the interface may continue to change as additional archival material is processed and the system is improved.

← Back to results

Page 26 · DO #5011 · 179_Langman_Bx1FF14_r

Collection
Ida Kaplan Langman (1904–1991) papers
Item/Folder
Article reviews by others, 1960–1972
Digital Object
DO #5011, page 26
Collection-level dates
1919–1980
Open PDF at page 26 ↗

Page transcription

318

completed work, a proposed ten volume set, will represent Dr. Hutchinson's revision of the Bentham and Hooker Genera Plantarum. When completed, the set will provide keys to and descriptions of all known genera of flowering plants.

The sequence of families which precedes the generic catalog is a summary of Hutchinson's Families of Flowering Plants, second edition. All of the flowering plant families which are to be treated in the complete set are listed by orders in this summary section. The division Lignosae (primarily composed of woody taxa) has 54 orders, the first seven of which are included in this initial volume: Magnoliales, Annonales, Laurales, Dilleniales, Coriariales, Rosales, and Leguminosae.

The generic catalog includes discussion of family and genus characters. The family treatment is generally broken down into notes about distribution, classification, anatomy, unusual characters, economic properties, and phylogeny and morphology. All of the families and genera are described and generic keys supplied when necessary. Two indices complete the book—one of economic properties, the other of scientific names.

There is no doubt that this set, as represented by volume one, will have a great impact on plant taxonomy—CHARLES R. GUNN, CROPS RESEARCH DIVISION, AGRICULTURAL RESEARCH SERVICE, U. S. DEPARTMENT OF AGRICULTURE, BELTSVILLE, MARYLAND.

*J. Hutchinson, 516 pp. Oxford at the Clarendon Press, 417 Fifth Avenue, New York, New York 10016. 1964. $20.20.

A SELECTED GUIDE TO THE LITERATURE ON THE FLOWERING PLANTS OF MEXICO—This volume includes entries dating from the early sixteenth century to 1960. Publications with independent pagination and serial pagination are listed in this reference work.

The catalog is enhanced by a one hundred and fifty-six-paged cross index. Some of the major index entries include common names, family and genus names, authors, and subjects. A list of libraries used in preparing this work, a list of abbreviations, a list of bibliographic works consulted by the author, and a list of journal titles complete the book.

This fine reference work which has been carefully compiled by the author has many uses.—CHARLES R. GUNN, CROPS RESEARCH DIVISION, AGRICULTURAL RESEARCH SERVICE, U. S. DEPARTMENT OF AGRICULTURE, BELTSVILLE, MARYLAND.

*University of Pennsylvania Press, 3436 Walnut Street, Philadelphia, Pennsylvania 19104. 1,015 pages, $25.00.

Castanea 31(4), 318. Dec. 1966