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 17 · DO #1562 · 40_Slate_Bx4FF2r

Collection
George Lewis Slate (1899–1976) papers on Arnold Arboretum
Item/Folder
Harvard's Side, 1954–1957, n.d.
Digital Object
DO #1562, page 17
Collection-level dates
1949–1967, n.d.
Open PDF at page 17 ↗

Page transcription

IN 85 YEARS THESE CONTRIBUTIONS
TO
HORTICULTURE AND TO SCIENCE

Education
Guidance of graduate students — college courses in horticulture and botany — field trips — visiting scholars — public classes — lectures to clubs.

Exploration
Botanical expeditions to China, Japan, Korea, New Guinea, tropical America — the Alaska highway — forest surveys of the United States.

Floristic Studies
Eastern Asia, Fiji and other islands of the Pacific — the Philippines — Panama — Mackenzie River Basin.

Fundamental Research
The cambium and secondary xylem — vascular structure of the flower — the "Ranalian" complex — growth substances and chemical weed control — cytology of lilac, forsythia, ash and other woody plants — cytological mechanisms of inheritance — conduction through bark and dwarfing of trees.

Monographs
Azaleas — Lilacs — the relatives of Camellia — the Pines — Lonicera, the honeysuckles — the Rose-Apples, Syzygium — the Screw pines — Yucca — Crataegus — Sorbus.

Plant Breeding
Incompatibilities of ornamental shrubs — hybrid forsythias and magnolias — flowering cherries — hybrid elms — ornamental crab apples.

Plant Introduction
More than 4,000 introductions, including the Royal Azalea — hardy Cedar of Lebanon — Dawn Redwood — Memorial Rose — Chinese Dogwood — Beauty Bush — Regal Lily.

Plant Propagation
Graft compatibilities — seed dormancy — rooting hormones — use of polyethylene plastic — double dormancy — effects of substrata.

Publications
Silva of North America — Manual of Cultivated Trees and Shrubs — Arnoldia — Sargentia — Journal of the Arnold Arboretum — Botanical Exploration of the Trans-Mississippi West — Lilacs — The Arnold Arboretum Garden Book — Yucca of Southwest United States — Bibliography of Cultivated Trees and Shrubs — Bradley Bibliography — Index Rafinesquianus.

Service
Living collections of hardy woody plants — exchange of living plant materials — identifications — exchange and loan of herbarium specimens — bibliographic assistance — tours, lectures, classes and questions answered for the public — survival handbooks for the Armed Forces — special military studies of vegetation.