Showing posts with label OpenAI. Show all posts
Showing posts with label OpenAI. Show all posts

May 27, 2023

Using ChatGPT to detect language indicating uncertainty in provenance texts


In this conversation with the AI ChatBot, I asked it to look at the provenance text for Picasso's Woman with Pears, at the MoMa.


The provenance text on MoMa's website is:


[Galerie Kahnweiler, Paris and/or Ambroise Vollard, Paris and/or Galerie Thannhauser, Munich] 
By September 7, 1919 (1912 or 1913?) - at least October 1932, Alfred Flechtheim and/or Galerie Flechtheim, Düsseldorf, Berlin and London. 
By February 1934(?) - March 1937, The Mayor Gallery and/or Douglas Cooper, London. 
March 1937, Pierre Matisse Gallery (consignment no. 882, stock no. 594), New York, purchased from “Cooper”.  
March 31, 1937 - June 2, 1955, Walter P. Chrysler, Jr., New York, purchased from Pierre Matisse Gallery. 
June 2, 1955 - 1996, Florene May Marx (1903-1995, later Schoenborn) and Samuel A. Marx (1948–1964), Chicago, purchased from Walter P. Chrysler, Jr. through M. Knoedler & Co. (consignment no. 4786), New York. 
1996, The Museum of Modern Art, New York, acquired as bequest from Florene May Schoenborn.



I asked ChatGPT to break the provenance text into sentences and to identify any indications of uncertainty or speculation in each. Then I requested that it present the results in a table.

(I requested that it view "and/or" as uncertain.)


Sentence Indications of Uncertainty or Speculation
[Galerie Kahnweiler, Paris and/or Ambroise Vollard, Paris and/or Galerie Thannhauser, Munich] Indication of uncertainty in the gallery names
By September 7, 1919 (1912 or 1913?) - at least October 1932, Alfred Flechtheim and/or Galerie Flechtheim, Düsseldorf, Berlin, and London. Uncertainty about the specific year (1912 or 1913) and presence of "and/or"

By February 1934(?) - March 1937, The Mayor Gallery and/or Douglas Cooper, London. Uncertainty about the specific date (February 1934) and presence of "and/or"

March 1937, Pierre Matisse Gallery (consignment no. 882, stock no. 594), New York, purchased from "Cooper." None


1996, The Museum of Modern Art, New York, acquired as bequest from Florene May Schoenborn. None

Then I asked ChatGPT: 


what is the first year for which there is solid information

ChatGPT replied:



The first year for which there is solid information in the given text is 1937.

May 1, 2023

Detecting looted art and forgery with help from ChatGPT

 Formulating questions for an AI Chatbot can be a good way to clarify issues and methodologies.

In the conversation below, I ask ChatGPT for help in detecting patterns in the false provenances of looted art and forgeries that have been identified and debunked. ChatGPT reformulates the questions and adds some insights that can be useful. 

(Introduction to a series on analyzing provenance with ChatGPT)


Can you help me to detect looted art and forgery?


Q?