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:

plant collecting and fieldwork in South America medicinal, culinary, or other traditional uses of plants chromosomes and plant classification early herbals and botanical illustrations botanical institutions exchanging plants, seeds, and specimens microscopy and photomicrography in botanical research How did botanists and gardeners introduce plants from one region to another? grafting, budding, and propagation of tropical fruit crops

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 92 · DO #4796 · 231_Rogers_Bx6FF17_r

Collection
David James Rogers (1918–2007) papers
Item/Folder
Drs. Frank & Alfred Jones; Sweet Potato - (Ipomoea batatas), 1967–1969
Digital Object
DO #4796, page 92
Collection-level dates
1948–1977
Open PDF at page 92 ↗

Page transcription

Purveyors of Ipomoea seeds for Frank Martin

Sr. Rafael Girard
II Avenida "A" 8-03 Zona 2
Guatemala

Dr. Jerome H. Maner
Apartado Aereo 58-13; Apartado Nacional 32-79
Bogota, Colombia

Dr. Marshall C. Wohlstob
University of Texas Herbarium
Biological Laboratories Building
The University of Texas
Austin, Texas 78712

Dr. Peter H. Raven
Division of Systematic Biology
Stanford University
Stanford, California 94305

Mr. P. H. Haynes
Dept. Of Agricultural Crop Production
University of the West Indies
St. Augustine
Trinidad, W. I.

Dr. Walter H. Lewis
Director of the Herbarium
MissouriBotanical Garden
2315 Tower Grove Avenue
St. Louis, Mo. 63110

Mr. Emmanuel V. Doku
Faculty of Agriculture
University of Ghana
P.O. Box 68
Legon, Ghana

Sr. Milton de Albuquerque
Seccao de Fitotecnica
IPEAN
C.P. 48
Belen, Para, Brasil

Dr. Grady L. Webster
Department of Botany
University of California
Davis, California 95616

Mr. Sammie Sides
Biology Department
Pan American College
Edinburg, Texas

Mr. G. H. de Bruijn
Centre Neerlandais
Orstom B.P. 20
Abidjan, Cote d'Ivoire

Dr. Jose de Js. Jimenez
Calle Maximo Gomez 34
Santiago de los Caballeros
Republica Dominicana

Sr. Alvaro Montaldo
Facultad de Agronomia
Universidad Central de Venezuela
Maracay, Venezuela

Dr. Carl Moh
IICA Centro De Enseñanza y Investigacion
Turrialba, Costa Rica

Sr. Luis A. Montoya
Associate Horticulturist
Instituto Interamericano de Ciencias Agricolas
de la OEA
Londres 40, 10r Piso
Mexico 6, D. F.

Dr. Annetta Carter
University of California
Department of Botany
Berkeley, California94720

Dr. M. L. Magoon, Director
Central Tuber Crops Research Institute
'Kerala Villa'
Kowdiyar, TRIVANDRUM - 3
Kerala India

Dr. Jacques Barrau
Sous-directeur au Museum National d'Histoire
Naturelle
Laboratoire d'Ethnobotanique
57, rue Cuvier
PARIS, 5, France

Dr. Richard E. Schultes
Botanical Museum of
Harvard University
Oxford Street
Cambridge, Mass.02138