It’s the most fundamental of processes — the evaporation of water from the surfaces of oceans and lakes, the burning off of fog in the morning sun, and the drying of briny ponds that leaves solid salt behind. Evaporation is all around us, and humans have been observing it and making use of it for as long as we have existed. And yet, it turns out, we’ve been missing a major part of the picture all along.
In a series of painstakingly precise experiments, a team of researchers at MIT has demonstrated that heat isn’t alone in causing water to evaporate. Light, striking the water’s surface where air and water meet, can break water molecules away and float them into the air, causing evaporation in the absence of any source of heat.
The astonishing new discovery could have a wide range of significant implications. It could help explain mysterious measurements over the years of how sunlight affects clouds, and therefore affect calculations of the effects of climate change on cloud cover and precipitation. It could also lead to new ways of designing industrial processes such as solar-powered desalination or drying of materials.
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John,
The discovery of a new phenomenon (if it is confirmed) is a holiday for all physicists, but especially for theorists, because they need to explain it. As Landau said, “Theorists are bored without experimenters.”
Here's their work: "Solar-driven evaporation rates using porous absorbers have been reported to exceed the theoretical thermal evaporation limit, but the mechanism of this phenomenon remains unclear." https://www.pnas.org/doi/full/10.1073/pnas.2312751120
This is how Physics lives.
A new theorem (description of the phenomenon) will appear in the framework of the theory, and then a proof (based on physical laws).
Well, for now we have a hypothesis.
The effect itself is most likely insignificant, otherwise it would have been discovered earlier.
The very phenomenon of photons separating water molecules does not seem revolutionary. After all, photons are energy. I think Ravi writes about this.
Appendix [1] provides an example of the theorem (in the last line) and its proof from the framework of the theory of undirected graphs. Next will be the framework of the theory of Statics.
Let me point out that in the last column we name mental actions with knowledge: a-priory, union, summation. In addition to abduction, deduction and induction.
Alex
[1] https://www.researchgate.net/publication/374265191_Theory_framework_-_knowledge_hub_message_1
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John, a question re your suggested hierarchies below:
I have been frustrated by owl’s lack of composition. Even UML has composition (and aggregation, a special case of composition). I have been working with holons and holonic structures (for contexts and such) and need compositions. Pat Hayes once told me that there were lots of composition/mereology ontologies out there, just pick one. Frustrating.
Your suggestions solicited. How would I model complex holonic structures on OWL?
Thanks, Bobbin
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John,
OWL2 is just a tool. And as any tool it may be useful for one task and wrong for another.
meta.ai is just another tool. And as Lex Fridman told Sam Altman: he uses LLM for brainstorming.
I pointed Bobbin to meta.ai because it knows OWL2 very well, even better than my favorite claude.ai.
For example see [1]. It may be useful for training on OWL2 understanding. But as usual we do not trust LLM.
The question of Bobbin is very specific "How would I model complex holonic structures on OWL?"
And for me you wrote that we need here concretization as an opposite to abstraction: please give us an example of your holonic structure.
Because for me holonic is a property of relationships: one of them is holonic, other - not. But we formalize a particular relationship. And of course it is interesting to formalize this feature HOLONIC(R1).
Your idea "Let's do a study project where we represent Bobbin's requirements in a version of controlled English." is great! As most of the knowledge may be verbalized and then formalized. For example all data may be verbalized and feeded to LLM.
We have 50++ CE. My favorite is ACE. And I am happy to know your team has its own.
We don't even know the domain of reality Bobbin is formalizing a knowledge of.
And for undirected graphs theory and structures, I can put CE knowledge to theory [2] or task [3] framework like this,
Here we have a definition of adjacent relation for two edges. I am not sure it is holonic.
And I would be happy to add in this block of theory framework two lines: for CL and for OWL2.
The main point here is that we have a lot of textbooks for ugraphs theory, but framework should be one in the era of WWW 👏
Alex
[1]
[2] https://www.researchgate.net/publication/374265191_Theory_framework_-_knowledge_hub_message_1
(ENG) is practically ready here https://docs.google.com/document/d/1TI6lgMiXL01v_-fdd1DOKhrsLWWFykz6wltRP0R5B-8/edit?usp=sharing
Please, comment.
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Hi John,
Today, we are in a new era of Ai. The most useful and reliable applications of LLMs support machine translation and natural language front ends to computer systems. That is why an English-like (or CNL) front-end to any kind of software is the current mainstream.
The entire SW stack is now legacy software. It's not the wave of the future. It's the dead hand of the past.
John
Furthermore, the rampant inaccuracies or "hallucinations" in LLM
responses challenge their role as infallible oracles. However,
high-quality knowledge graphs within the extensive Linked Open
Data Cloud offer clear examples of the symbiotic relationship
between the Semantic Web and LLM-based bots i.e., when
loosely-coupled with a Chat bot they minimize hallucinations. I
have devoted many hours to this topic and my team at OpenLink has
developed complete applications leveraging LLMs.
I can delve deeper with anyone interested in exploring the applications we've been able to build by putting LLMs in a sandbox such that they focus on natural language processing which is what they are very good at, leaving knowledge-sensitive issues to a back-end DBMS or Knowledge Management platform.
Links:
[1] LinkedIn
Post about this topic
[2] Semantic
Web and LLM-based Chat Bot Symbiosis
[3] Reducing
Hallucinations in ChatGPT using Predefined Query Templates
scoped to Knowledge Graphs
-- Regards, Kingsley Idehen Founder & CEO OpenLink Software Home Page: http://www.openlinksw.com Community Support: https://community.openlinksw.com Weblogs (Blogs): Company Blog: https://medium.com/openlink-software-blog Virtuoso Blog: https://medium.com/virtuoso-blog Data Access Drivers Blog: https://medium.com/openlink-odbc-jdbc-ado-net-data-access-drivers Personal Weblogs (Blogs): Medium Blog: https://medium.com/@kidehen Legacy Blogs: http://www.openlinksw.com/blog/~kidehen/ http://kidehen.blogspot.com Profile Pages: Pinterest: https://www.pinterest.com/kidehen/ Quora: https://www.quora.com/profile/Kingsley-Uyi-Idehen Twitter: https://twitter.com/kidehen Google+: https://plus.google.com/+KingsleyIdehen/about LinkedIn: http://www.linkedin.com/in/kidehen Web Identities (WebID): Personal: http://kingsley.idehen.net/public_home/kidehen/profile.ttl#i : http://id.myopenlink.net/DAV/home/KingsleyUyiIdehen/Public/kingsley.ttl#this
Dear and respected Kingsley Idehen: you wrote-
I can delve deeper with anyone interested in exploring the applications we've been able to build by putting LLMs in a sandbox such that they focus on natural language processing which is what they are very good at, leaving knowledge-sensitive issues to a back-end DBMS or Knowledge Management platform.
Would you?
How is your approach different from MindStudio.com (Shapiro’s operation)?
Respectfully,
Mihai Nadin
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John,
We are forced to formalize our knowledge recorded in natural language because for formal languages there are processors and knowledge processing algorithms.
What knowledge processing algorithms are there for this language? That is the question.
Not everything can be expressed in OWL2, but the reasoner can test my knowledge for consistency. And I can, for example, build a hierarchy of concepts and relationships based on their definitions.
It is not the language itself that rules the show, as there are very powerful languages, but the tools that we have for working with texts in this language.
Most engineering calculations are generally straightforward calculations based on formulas. Just calculations on structures.
Anyway my question is much simpler as BT has. How to formalize this definition in OWL2, CL:
Let e1, e2 be two edges. e1 is adjacent to e2 if and only if e1 and e2 are different and have a common terminal vertex.
Alex
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Hi Nadin,
Dear and respected Kingsley Idehen: you wrote-
I can delve deeper with anyone interested in exploring the applications we've been able to build by putting LLMs in a sandbox such that they focus on natural language processing which is what they are very good at, leaving knowledge-sensitive issues to a back-end DBMS or Knowledge Management platform.
Would you?
Yes.
Note: I recently shared a link to a post I published about the Uniprot Protein Knowledge Graph, which includes over 140 billion statements represented as RDF triples. In that post, I demonstrated how to use example queries published by the Uniprot team to create predefined query templates that work seamlessly with ChatGPT.
For our deployed solution example, we focused on a universally applicable use case: enhancing Customer Support. Every organization seeks to continually improve this area. Thus, we developed a chatbox widget that combines the strengths of conversational UI/UX and a Knowledge Graph (deployed as part of the Semantic Web).
Using the chatbox:
Simply visit any of the following webpages and engage with the chatbot by asking questions or selecting one of the conversation openers:
How does it work?
Here’s a link to an animated GIF that showcases the flow of activity from the initial prompt to the response.
The interaction process is straightforward:
To serve its purpose while supporting anonymous access and managing costs with OpenAI, we implement fine-grained attribute-based access controls. These controls create a sandbox environment where steps 1-3 operate under a strictly enforced usage policy.
The system I describe relies on several key components:
The items above are crucial parts of a Semantic Web technology stack, providing demonstrable utility in this use case and many others.
How is your approach different from MindStudio.com (Shapiro’s operation)?
I am unfamiliar with those products, so I can’t comment :)
Regards,
Kingsley
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Ontologers:
I’m currently reading about the cataloging and classification practices in the field of Library and Information Science; this reading raises questions that I’d like to get this community’s input on. The stated goal of these efforts is to “organize all of human knowledge” to enable discovery and research. The Library of Congress Classification Scheme and Subject Headings (two distinct things) are example of these knowledge organizing structures.
Has anyone in the Ontolog Community ever used or done a comparison of L&IS cataloging/classification work in their work on ontologies? They both are about “organizing knowledge” of our world so it seems like there is or should be some kind of relationship. I’ve been a member here for many years and don’t recall ever seeing anyone mention library classification work relative to what we’re doing here.
Bill Burkett
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Bill
I agree with your question. Particularly interesting is the relationship between the mentioned structures and TLO.
Of course, the specific task is to algorithmically transform these structures into structures in some ontological language.
This is what Google immediately gave for the query “ontology of Library of Congress Classification Scheme and Subject Headings”:
https://www.researchgate.net/publication/307804176_La_LC_classification_come_linked_data
https://dialnet.unirioja.es/descarga/articulo/5004503.pdf
http://www.diva-portal.se/smash/get/diva2:213545/FULLTEXT01.pdf
If you have materials on the topic “organize all of human knowledge,” let me read it.
I have a narrower System of Sciences project in mind, but I am coming from below: now we need to formalize a specific science: Statics.
Alex
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Thank you, to João, Marcia, Dr Sharma and others for useful and informative responses. I was honestly surprised that so many of you knew so much about library classification and cataloging practices. I’d read a summary of and was very intrigued by Ranganathan's Colon Classification scheme – the PMEST idea seemed to be a kind of “tagging” that was way before it’s time and I look forward to reading more about it.
With respect to your citation, João:
“As Borges taught us, any classification is arbitrary and must be evaluated by its usefulness in relation to the universe it proposes to organize.”
may I append this with “… and to a community that it serves.”? I’ve the seen the “usefulness to a community” idea mentioned several times in what I’ve read about library organizing schemes.
I think this Is very important to the ontolog community because this statement is just as true if you replace the word “classification” with “ontology” and “organize” with “represent”: “Any ontology is arbitrary and must be evaluated by its usefulness in relation to the universe it proposes to represent and to the community that it serves.”
Bill Burkett
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Ravi,
It's very interesting that they take the concept study seriously: "Each selected proposal will receive $5 million to conduct a year-long mission concept study." There is a place for ontologists, including formal ones, to join.
I propose to return to the topic of the accuracy of physical laws, which are always known to be fulfilled under certain conditions with a certain accuracy. Beyond these conditions and this precision, we sometimes know nothing.
Newton somewhere in Principia writes something like this: I have written down the laws of physical things around us, but what kind of laws there are at very small distances we do not know. Perhaps they are different.
Fortunately, when solving our engineering problems, we also need only a certain precision in manufacturing parts or imparting speed to a device in order to achieve our physical goal with a certain accuracy.
For example, one can imagine that when quantum mechanics was discovered as the basis of classical mechanics, some engineers from a certain construction company were gathered for a meeting. The topic of the meeting: is it necessary to change our calculations and processes for the production of details and the construction of buildings due to the advent of quantum mechanics. And the meeting decided that these amendments can be ignored and the laws of quantum mechanics can be abstracted from.
Alex
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Phil,
Yes. Of course, I should have asked a more specific question. Let me try this:
“Where in nature, at a distance of no more than plus or minus 10 km from the Earth’s surface, do processes occur in which nuclear reactions occur?”
With the exception of already known processes: in isotopes and deposits of radioactive ores.
Just looking at the fantastically complex objects and processes on the Earth’s surface, it is interesting that the nuclei in them are stable.
Alex
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Ravi: "WHat could Ontology add to this scenario in HEP?"
For me formal ontology is a theoretical knowledge concentrator useful for any kind of theory from High Energy Physics to Undirected Graphs.
The slogan goes like this: Many textbooks but one framework for all around the Earth.
And every textbook has an embedding from the same framework for definitions, propositions, proofs.
I took the theory of Undirected Graphs to show this way. Because what may be simpler than ugraph?
And the "textbook" using Ugraphia framework is available here.
Now keeping Hilbert's Geometry in mind I am on the way to the Statics framework.
Why not create a HEP framework?
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Phil,
For most objects and processes we have the law of conservation of nuclei and electrons.
The next question is: what is called an atom?
The working definition of an atom is a nucleus of charge Z and a collection of |Z| electrons moving around it and only it.
How common are atoms in real life?
There are practically none. Usually we have at least molecules where several nuclei share electrons. And then in conductors and crystals we have giant accumulations of nuclei with common electrons. But not atoms.
Are there any separately existing atoms somewhere in nature or even in a laboratory?
This is an ontological question.
Alex
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John,
You have captured the essence of the point of formal ontologists: we do not invent new knowledge, we concentrate and formalize the knowledge of experts.
For example, I am sure that all ontologies of the OBO Foundry project were made in cooperation with experts in biology, bioinformatics, genomics and other sciences.
There is even a rule: each definition, even before being formalized, must be approved by an expert as correct. And it is best if somewhere in the annotation it is indicated where this definition was taken from or who confirmed it.
Otherwise, is it worth the effort of formalization?
Regarding simple discretions that we discussed with Phil. You gave me a great idea: to reach out to my alma mater alumni. There are a lot of physicists there.
Formalization, whether it is OWL2 ontology or KG on CODIL, is always done for verified knowledge.
But ways to concentrate the knowledge accumulated in science and technology should be discussed.
And here is the approach in the era of global access to knowledge: one framework for many textbooks, it seems to me important.
We apply theories to solve tasks, abstracting from many of the known complexities of the world's structure, but we obtain a solution with the accuracy we need.
In work that I don’t proofread up to the end, for the simplest structure - ugraph, it is shown how to solve the simplest tasks using the framework of the theory Ugraphia.
Statics is approaching and I assure you the progress of formalization will definitely be discussed with experts in such a discipline as strength of materials.
Alex
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Ravi,
We know that atoms love to stick together into molecules so much that it is almost difficult to indicate in real life a place where an atom of one type or another exists separately from its fellows. Which chemical element can be atomized? maybe melt some metal into another metal?
Well, mercury is one example: "A still increasing amount is used as gaseous mercury in fluorescent lamps, while most of the other applications are slowly being phased out due to health and safety regulations."
And here’s what’s interesting: molecules are also not averse to sticking together. And if in gasses they rush around on their own, then in liquids they constantly change adhesion partners. But further in the solid body, the molecules no longer move in it and we get a giant ugraph!
How do we manage to obtain some properties, patterns of behavior of such giant graphs from nuclei held together by a cloud of electrons?
Well, I mean, I also have questions 🌸
Alex
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Ravi,
Phil,
Let me mention that we have a nice page about ontology term definitions.
I am personally with them who derive this term from the term "theory" but keeping in mind that collection of facts may also be in the theory.
But when you ask "How should an ontology represent physical entities that only exist when other physical entities of different types also exist?" The answer is that
we divide the whole in three parts: our entity of interest, all other entities and the border between our entity and all others.
Let someone stand on the surface of the Earth and hold a cup of tea motionless in a horizontally extended hand. Let the thing (some say the system) that interests us be the cup of tea itself, and its boundary is where it interacts with the hand and air (some add light). And when he accidentally lets go of the cup, its boundary changes dramatically as contact with the hand disappears.
Identification of the system being studied and its boundaries is very important.
This cannot be done without "the nature of physical existence for entities" IMHO. We might miss something.
For example, I didn’t explicitly say that gravity acts.
In addition to definitions, part of the topic.
I did not find in SEP the article Ontology, but this is the nearest to dive
"The larger discipline of ontology can thus be seen as having four parts:
"
Alex
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Phil,
The vast majority of physical objects can exist without other physical objects for quite a long time, although under certain conditions, mainly at the border. But many species of living beings cannot exist long enough, even if they have individuals of both sexes, but for some reason they do not produce offspring.
If we talk about classes, i.e. concepts, then the relationship between two concepts can be different depending on how they are defined. But so that from the definition of one concept the definition of another follows - here I have to think.⚗️ Well, for example, if we give a definition of an odd number, then most likely we will give a definition of an even number.
Is that what you are looking for?
Alex
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