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 4 · DO #459 · 204_Popenoe_Bx33FF29r

Collection
Wilson Popenoe (1892–1975) family papers
Item/Folder
Preface, Introduction, and The Mango - manuscript and notes (typed and handwritten) - chapters in outline for proposed book with Herbert Wolfe, n.d.
Digital Object
DO #459, page 4
Collection-level dates
1882–1975
Open PDF at page 4 ↗

Page transcription

2.
in the West Indies, based upon the selection of superior seedlings
which originated locally, and the introduction of grafted mangos from
the Old World. It should be remembered, however, that the aboriginal
inhabitants of tropical America had improved many of their fruits
through seed selection, thus raising the general level of the species
to make the product of greater value to man. The pineapple is the
best example of improvement through vegetative propagation, which was
possible because superior forms were easily grown as suckers. The
art of grafting does not seem to have been known to the early Americans.

The situation today is something like this: Commercial production
of citrus fruits is increasing rapidly. Banana culture has spread
into several new regions, and many more growers are involved than was
the case half a century ago. Pineapple culture preppers in several
countries. Avocados and mangos are beginning to be planted commercially,
The pressing need for diversification is causing horticulturists to devote attention to fruits which have not yet been commercialised on an extensive scale. Home gardens are being enriched by
the planting of little-known "minor" fruits, most of which have no
commercial future, perhaps, but add to the pleasure of the tropical
resident.

All this interest and activity draws attention to many problems.
One of these is the local supply of good nursery stock. Throughout
tropical America, nurseries producing vigorous, well-formed, accurately
labelled plants are few and far between. In past years horticulturists
depended largely upon imported stock. Little material of many fruits
trees was available locally, and there was, to make things worse, a
lack of confidence on the part of buyers.

This situation is changing, and one of the major purposes of
this book is to assist nurserymen regarding the best methods of
propagation, the choice of varieties of each fruit, and the exercise