generated text
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)
generated text has 176 facts recorded in Dontopedia across 27 references, with 15 live disagreements.
Mostly:contains phrase(25), mentions entity(14), contains content(13)
Maturity scale
raw canonical shape-checked rule-derived certifiedContains Phrasein disputecontainsPhrase
- How many people are in the unitied states around 1950?[23]sourceall time · 152
- This is not to be the most common form of a “the number of the world who are not as the time,” he says.[23]sourceall time · 152
- “We have to be able to go with a wide range that could be seen in order for it, we want to do to have a better understanding of the same time.”[23]sourceall time · 152
- The first part of history of life and “pangamian,” is one of the world's new community.[23]sourceall time · 152
- The only 2 years,000 years of the most important in the nation has been seen.[23]sourceall time · 152
- A lot of his lives, and more, many countries have become not better.[23]sourceall time · 152
- However, “The second group of the population of years ago, is still more than a major human planet in the world.[23]sourceall time · 152
- This has been one of a few decades in a world to say, we can need to be.[23]sourceall time · 152
- So, you were going to know for this life, and if it can be still the most of people who’s first way to take out to be more than to go.[23]sourceall time · 152
- Now, you don’t have to see that you have any matter how to find in the world.[23]sourceall time · 152
Mentions Entityin disputementionsEntity
- Modern States[24]sourceall time · 150
- The World[24]sourceall time · 150
- Researchers[24]sourceall time · 150
- Scientific Evidence[24]sourceall time · 150
- Global Population[24]sourceall time · 150
- The Community[24]sourceall time · 150
- The Earth[24]sourceall time · 150
- Human Planet[24]sourceall time · 150
- Global Change[24]sourceall time · 150
- Solar System[24]sourceall time · 150
Contains Contentin disputecontainsContent
- The theory of the system was in the modern States and the world.[24]sourceall time · 150
- The researchers used to focus out the fact that there is not the scientific evidence for us.[24]sourceall time · 150
- The fact that the theory are the concept of the global population, and the community would be no place and to understand the process of the public change and the Earth and to the human planet that we have been the global change has been made.[24]sourceall time · 150
- The right way is at a study and Earth’s past and we think that we could learn about this time.[24]sourceall time · 150
- The solar system has also been a very important impact of climate change by the environment.[24]sourceall time · 150
- The world is to more more than many types of these decades.[24]sourceall time · 150
- It must not only be given to be an effect and a future or so the world can help the benefits of the world.[24]sourceall time · 150
- The United States of the planet and climate change, has been said to a global impact on Earth.[24]sourceall time · 150
- So, the researchers and our nation’s climate change in the world is that it’s climate have an increase.[24]sourceall time · 150
- But, many years will make it not be not at different and in a few decades of 100%, we still have already had the country.[24]sourceall time · 150
Inbound mentions (24)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
comparesCompares(2)
- Bleu Score
ex:bleu-score - Rouge Score
ex:rouge-score
generatedOutputGenerated Output(2)
- Inference Event
ex:inference-event - Model Generation
ex:model-generation
producedOutputProduced Output(2)
- Generation Event
ex:generation-event - Lohedelta
ex:lohedelta
analyzesAnalyzes(1)
- Lex Metrics
ex:lex-metrics
containsContentContains Content(1)
- Log Entry 2026 04 22 14 37
ex:log-entry-2026-04-22-14-37
containsRepetitionContains Repetition(1)
- Generation 1
ex:generation-1
expectedOutputExpected Output(1)
- Generation Layer.generate
ex:GenerationLayer.generate
generatedTextGenerated Text(1)
- Generation Log
ex:generation-log
holdsHolds(1)
- Response Candidate
ex:response-candidate
praisesCoherencePraises Coherence(1)
- Xenonfun
ex:xenonfun
producesGarbledOutputProduces Garbled Output(1)
- Model
ex:model
producesGibberishProduces Gibberish(1)
- Generation Test
ex:generation-test
producesOutputProduces Output(1)
- Api Generation
ex:API-generation
providesEvidenceProvides Evidence(1)
- Xenonfun
ex:xenonfun
sharpensByteLevelAccuracySharpens Byte Level Accuracy(1)
- Phase 2
ex:phase-2
showsShows(1)
- Example Output
ex:example-output
triggersGenerationTriggers Generation(1)
- Prompt
ex:prompt
usedForEvaluationUsed for Evaluation(1)
- Zipf Metric
ex:zipf-metric
verifiesBytesVerifies Bytes(1)
- Hex Dumps
ex:hex-dumps
Other facts (122)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Contains Character | Story Jill | [19] |
| Contains Character | Story Billy | [19] |
| Contains Character | Story Jilly | [19] |
| Contains Character | Story Jillybily | [19] |
| Contains Character | Story Jillyby | [19] |
| Contains Character | Story Jim | [19] |
| Contains Character | Story Jillow | [19] |
| Contains Character | Story Jillin | [19] |
| Contains Character | Story Jillby | [19] |
| Mentioned Entity | Universe | [26] |
| Mentioned Entity | Bird | [26] |
| Mentioned Entity | Boat | [26] |
| Mentioned Entity | Boy | [26] |
| Mentioned Entity | Bear | [26] |
| Mentioned Entity | Stars | [26] |
| Mentioned Entity | Water | [26] |
| Mentioned Entity | Stick | [26] |
| Rdf:type | Concept | [20] |
| Rdf:type | Api Output | [21] |
| Rdf:type | Text Output | [22] |
| Rdf:type | Generated Text | [24] |
| Rdf:type | Generated Text | [25] |
| Rdf:type | Text Content | [26] |
| Rdf:type | Generated Output | [27] |
| Starts With | The theory of the world. | [5] |
| Starts With | Theory of the World Sentence | [7] |
| Starts With | In the beginning, there was asted tary | [11] |
| Starts With | particlious and been rup. | [16] |
| Starts With | Universe Denial Sentence | [18] |
| Exhibits Real Structure With | Sentence Boundaries | [12] |
| Exhibits Real Structure With | Paragraph Breaks | [12] |
| Exhibits Real Structure With | Capitalization | [12] |
| Exhibits Real Structure With | Articles Prepositions | [12] |
| Exhibits Real Structure With | Word Like Morphemes | [12] |
| Contains Repetition of | The World | [5] |
| Contains Repetition of | The Process | [5] |
| Contains Repetition of | The Body | [5] |
| Contains Proper Nouns | Folly | [12] |
| Contains Proper Nouns | Wma | [12] |
| Contains Proper Nouns | Silictis | [12] |
| Presupposes Existence of | Bird | [18] |
| Presupposes Existence of | Universe | [18] |
| Presupposes Existence of | Stars | [18] |
| Contains Questions | null | [7] |
| Contains Questions | multiple | [10] |
| Exhibits Hallucination | null | [7] |
| Exhibits Hallucination | null | [8] |
| Repeats | Bear | [18] |
| Repeats | Stars | [18] |
| Characteristic of | Gibberish | [26] |
| Characteristic of | Low Coherence | [26] |
| Contains Errors | beganated, proaser | [1] |
| Frequently Mentions | Soul | [2] |
| Is Nonsensical | null | [3] |
| Is Gibberish at | Ppl 1200 Plus | [4] |
| Is Framed As | Model Sample Output | [5] |
| Commits to Existential | The Body | [5] |
| Ends Abruptly With | The process | [5] |
| Embodies Essentialist View | World As Process | [5] |
| Is Evaluated As Low Quality | Repetitive Nonsense | [5] |
| Presupposes | Ontological Equivalence of World and Process | [5] |
| Hedges With | it’s, as | [6] |
| Contains Tautologies | Species of Species | [6] |
| Derives From | High Temp Generation | [6] |
| Is Repetitive About | Species | [6] |
| Attempts Advice Giving | null | [7] |
| Presupposes Audience Has Child | null | [7] |
| Contains Fact Claim | there are a new way to be a problem | [7] |
| Ends Abruptly | null | [7] |
| Repeats Words | Important | [7] |
| Focuses on Education Themes | null | [7] |
| Uses Fragmented Structure | null | [7] |
| Contains Question | What is the reason why? | [9] |
| Claims Importance | most important environmental areas | [9] |
| Is Incoherent | Gibberish | [9] |
| Describes Article | This article is a good idea about how it was the best in our lives | [9] |
| Denies Problem | Problem | [9] |
| References They | They | [9] |
| References Planet | Planet | [9] |
| References Past | Past | [9] |
| References First | going with the first | [9] |
| Suggests Growth | we have a little way to grow | [9] |
| Notes Distance | too far | [9] |
| Mentions Species | a few different species in this year | [9] |
| References8th Century | 8th Century | [9] |
| Quotes Phrase | If we have to be going up out | [9] |
| Questions Future Outcome | How many people think about what we will get to make from some of a new world. | [9] |
| Prioritizes Single Life | not only a lot of a single life | [9] |
| Claims Right | We’re right of my first | [9] |
| Describes Size | large size of the other | [9] |
| Emphasizes Finding Way | we’ve had to find this way | [9] |
| Ends With Fragment | The dis well int the yof the that tio of sect intationt of the | [11] |
| Continues With Line | In sthe sunded to the sto wold and it of the mis fonat the blof graws. | [11] |
| Presupposes Improving Tokenization | True | [12] |
| Contains Garbled Portion | TheĠscientificĠ gamean thes at and complete labs does l is stream theined dev judgmentT to the rele? written thor forAfterter | [13] |
| Instantiates Language Model Capability | Next Token Prediction | [13] |
| Presupposes Training on | Fineweb Edu Corpus | [13] |
| Includes Tokenized Prompt | TheĠscientificĠ | [13] |
| Incomplete | human u | [14] |
| Contains Gibberish | rates to with the moreture states Micie Taking supper to lick as I a laws. Now and so disconnectly heave there with loss, more contemporals was assistant while the bottoms called the adjust as a station (historic sylenates and the back and false the chart | [15] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
References (27)
ctx:discord/blah/random/part-26ctx:discord/blah/vidya/part-4ctx:discord/blah/watt-activation/part-20ctx:discord/blah/watt-activation/part-44ctx:discord/blah/watt-activation/part-130ctx:discord/blah/watt-activation/part-141ctx:discord/blah/watt-activation/part-131ctx:discord/blah/watt-activation/part-150ctx:discord/blah/watt-activation/part-155ctx:discord/blah/watt-activation/part-156ctx:discord/blah/watt-activation/part-334ctx:discord/blah/watt-activation/part-415ctx:discord/blah/watt-activation/part-487ctx:discord/blah/watt-activation/part-631ctx:discord/blah/watt-activation/part-647ctx:discord/blah/watt-activation/part-645ctx:discord/blah/watt-activation/part-674ctx:discord/blah/watt-activation/part-681ctx:discord/blah/watt-activation/part-710ctx:claims/beam/73aa231b-3198-4cb1-903b-7c37a3cb697d- full textbeam-chunktext/plain1 KB
doc:beam/73aa231b-3198-4cb1-903b-7c37a3cb697dShow excerpt
- **Exact Match (EM)**: The percentage of questions where the predicted answer exactly matches the ground truth. - **F1 Score**: The harmonic mean of precision and recall, often used to measure the overlap between predicted and ground truth…
ctx:claims/beam/1ce2c052-cbb4-4848-806d-979e7ea1aa35- full textbeam-chunktext/plain1 KB
doc:beam/1ce2c052-cbb4-4848-806d-979e7ea1aa35Show excerpt
5. **Make the API call**: - `response = requests.post(...)`: - Use `requests.post` to send a POST request to the API endpoint. - Include the `Authorization` header with your API key. - Pass the parameters as JSON data. 6.…
ctx:discord/blah/watt-activation/44- full textwatt-activation-44text/plain3 KB
doc:agent/watt-activation-44/35af5294-4efe-43b8-a39d-23df23087144Show excerpt
[2026-03-07 05:32] xenonfun: ``` Not good. The loss trajectory tells a clear story: ┌────────┬─────────────────────────┐ │ Iters │ Avg Loss │ ├────────┼─────────────────────────┤ │ 0-2K │ 6.56 (learning) │…
ctx:discord/blah/watt-activation/152- full textwatt-activation-152text/plain2 KB
doc:agent/watt-activation-152/ab95bd3d-0565-48ac-811e-d48a48d1114cShow excerpt
[2026-03-09 15:56] xenonfun: ``` Prompt: 'How many people are in the unitied states around 1950?' temp=0.8 top_k=40 stop=<|endoftext|> (100257) ──────────────────────────────────────────────────────────── How many people are in the uniti…
ctx:discord/blah/watt-activation/150- full textwatt-activation-150text/plain2 KB
doc:agent/watt-activation-150/337a9b46-3368-40e6-b1b8-d27104be216dShow excerpt
[2026-03-09 15:48] xenonfun: step 2000/16684 12.0% loss=6.0245 ppl= 413.4 lr=4.88e-05 667ms 12,290tok/s eta=163min VAL step 2000 loss=6.0279 ppl=414.9 ★ best ckpt step 2000 → step_002000 step 2100/16684 12.6% loss=6.01…
ctx:discord/blah/watt-activation/156- full textwatt-activation-156text/plain2 KB
doc:agent/watt-activation-156/3ae5e1fd-a12d-4b1c-a947-76c13d77d310Show excerpt
[2026-03-09 16:18] xenonfun: ``` Model: 108.3M params vocab=100277 loaded in 90ms Prompt: 'The most important thing about machine learning is' temp=0.8 top_k=40 stop=<|endoftext|> (100257) ─────────────────────────────────────────────…
ctx:discord/blah/watt-activation/678- full textwatt-activation-678text/plain1 KB
doc:agent/watt-activation-678/9cf513a0-e0ef-489e-b7f1-253c1a2aea9fShow excerpt
[2026-04-22 14:37] xenonfun: ``` [gen] prefill 15 bytes in 0.02s (876 tok/s); decode 2020 bytes in 2.35s (860 tok/s) temp=0.3 [lex] toks=366 sents=16 types=137 mattr50=0.398 distinct1=0.374 distinct2=0.597 rep4g=0.256 hapax=0.796 clause=0.1…
ctx:claims/beam/f1acc8e8-db39-4556-bbec-0ee7f29aeac4- full textbeam-chunktext/plain1 KB
doc:beam/f1acc8e8-db39-4556-bbec-0ee7f29aeac4Show excerpt
logging_dir='./logs', logging_steps=10, evaluation_strategy="epoch", save_total_limit=2, ) # Define Trainer trainer = Trainer( model=model, args=training_args, train_dataset=train_dataset, eval_dataset=test_…
See also
- Soul
- Ppl 1200 Plus
- Model Sample Output
- The Body
- World As Process
- The World
- The Process
- Repetitive Nonsense
- Ontological Equivalence of World and Process
- Species of Species
- High Temp Generation
- Species
- Theory of the World Sentence
- Important
- Gibberish
- Problem
- They
- Planet
- Past
- 8th Century
- Folly
- Wma
- True
- Sentence Boundaries
- Paragraph Breaks
- Capitalization
- Articles Prepositions
- Word Like Morphemes
- Silictis
- Next Token Prediction
- Fineweb Edu Corpus
- Bird
- Universe
- Bear
- Indiaha Sequence
- Stars
- Ais
- Universe Denial Sentence
- Letter Repetitions
- Story Jill
- Story Billy
- Story Jilly
- Story Jillybily
- Story Jillyby
- Story Jim
- Story Jillow
- Story Jillin
- Story Jillby
- Concept
- Api Output
- Api Generation
- Text Output
- Generated Text
- Modern States
- Researchers
- Scientific Evidence
- Global Population
- The Community
- The Earth
- Human Planet
- Global Change
- Solar System
- Climate Change
- The Environment
- United States
- The Country
- She
- Text Content
- Boat
- Boy
- Water
- Stick
- Low Coherence
- English Like
- Generated Output
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