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according to the bahrain centre for human rights, no warrants were shown and many of the detainees were beaten during their arrest. they were held in al- military prison and on twenty eight november they were transferred to jaw prison. |
thirty seven on heatseekers, and was well received by critics. by this time, listeners in the band had begun to amass a sizable fanbase. |
eole was never repaired: the difficulty in obtaining the required naval stores proved too great and she was broken up at annapolis in one thousand eight hundred eleven. |
it was rated thirty nine out of forty by the japanese gaming magazine famitsu. |
broccoli and saltzman for a directorial position. hunt also asked for the position during the production of chitty chitty bang bang, and he brought along with him many crew members, including cinematographer michael reed. |
in two thousand five, witherspoon received worldwide attention for her portrayal of june carter in walk the line, which earned her the academy award, golden globe award, bafta award, screen actors guild award and the critics choice award for best actress. |
fighting game is a video game genre in which the player controls an on-screen character and engages in close combat with an opponent. these characters tend to be of equal power and fight matches consisting of several rounds, which take place in an arena. |
temperatures are elevated, kf melting at seventy one hundred (one hundred fifty eight f) and being electrolyzed at seventy-one hundred thirty one hundred (one hundred fifty eight-two hundred sixty six f). |
other ways of indicating depth included the chinese tripartite composition method used in buddhist pictures, where a large form is placed in the foreground, a smaller in the midground, and yet a smaller in the background; this can be seen in hokusai's |
two thousand three saw an inspection programme launched (at a cost of one.two million) to assess the condition of the main suspension cables after corrosion was discovered in a number of older bridges in the united states of a similar design and size. |
aden was introduced in two thousand five as a recurring character and as part of cassie turner's ( vinson) storylines. lasance was offered the role after previously auditioning for a separate character. |
the test bombs were assembled by the th composite group's st ordnance squadron, special (aviation), and the th army air forces base unit's special ordnance detachment. |
in one thousand nine hundred thirty one mckinsey created a methodology for analyzing a company called the general survey outline (gso), which was established based on ideas introduced in the one thousand nine hundred twenty four book business |
ashley dukes and paul kornfeld wrote dramatic adaptations of the feuchtwanger novel. german-born american director, lothar mendes directed a british-financed film adaptation of the novel in one thousand nine hundred thirty four. |
it is migratory, but it is one of the first passerine birds to return to its breeding areas in the spring and among the last to leave in late autumn. |
april goes to the street where she was found as a baby, and stands among the bins. marion opens april's mobile and rings reno's, the pizza parlour. april then notices a phone number on the side of a dustbin. |
before the discovery that ocean currents were the opposite of what they are today, thus favoring such an event, it was thought that it would have taken too long for any animal not capable of entering a state of dormancy to survive the trip. |
by then the americans were in a panicked retreat, and the british began their amphibious landing. |
many years after the incident, they exhibited fear, denial, and hypervigilance about socializing with whites-which they expressed specifically regarding their children, interspersed with bouts of apathy. |
in a one thousand nine hundred ninety six guitar world interview, he described himself as "a fan who writes songs" and stated, "i'm not saying, 'i'm the greatest songwriter in the world. listen to me. |
a subscription was raised across glamorgan to pay for a statue to be made of him, which was erected in cardiff's high street in one thousand eight hundred fifty three, outside the town hall. |
the french started their evacuation with their pre-conceived notion that few would want to head south. |
however. compounding the effects of the air attacks, japan's rice crop of one thousand nine hundred forty five failed. the resulting shortage of rice caused widespread malnutrition, and mass starvation would have occurred had the war continued. |
kenney had specifically requested general henry arnold to send wilson to replace his chief of staff, air vice marshal william bostock, an raaf officer. |
health. boddie said his son had been urged to not engage in the activity, but continued. "this is mike's thing," he said. "and he knows it." within days, vick's mother, brenda vick boddie, told the newport news daily press that "there was no dogfighting. |
his study of accounts of children and servants fleeing from their masters led charles oman to conclude that "there is clearly some mystery behind it all the story of the green children , some story of drugging and kidnapping". |
hyperion escorted the aircraft carriers glorious and ark royal from twenty one april as their aircraft attacked german targets in norway. she remained with ark royal when glorious returned to scapa flow to refuel on twenty seven april. |
although edge awarded the game seven out of ten, in a later anniversary issue it placed the game th in a "one hundred best games to play today" list, saying "fallout three empowers, engages and rewards to extents that few games have ever achieved". |
beecham also asked heseltine to help organise a festival to honour delius, which the conductor was planning for october one thousand nine hundred twenty nine. |
four of the five short stories in for your eyes only were adapted into comic strips published in the british newspaper daily express and subsequently syndicated around the world. |
eal was founded on twenty one december one thousand nine hundred forty five and commenced operations on eight april one thousand nine hundred forty six, expanding to international flights in one thousand nine hundred fifty one. |
the construction of the eastern freeway in the early s also resulted in property loss for both royal talbot and kew asylum. |
puccini had long considered writing a set of one-act operas which would be performed together in a single evening, but faced with a lack of suitable subjects and opposition from his publisher, he repeatedly put the project aside. |
the anti-semitic elements in viennese society, long opposed to mahler's appointment, continued to attack him relentlessly, and in one thousand nine hundred seven instituted a press campaign designed to drive him out. |
often are". late in the book, princess reason counsels milo, who has much learning ahead of him, not to be discouraged by its complexity, "you must never feel badly about making mistakes... as long as you take the trouble to learn from them. |
"it's an iconic moment when you realise your parents are normal, flawed human beings.... things get trimmed out, but i kept the meat of that in there-and that was what really gave me the coming-of-age story." |
following the kidnapping, kaladze threatened to take up ukrainian citizenship, but reverted his decision, stating, "there was a time when i thought about quitting the national side completely, but i couldn't do it out of respect for the georgian people |
as the game progresses, he gradually falls in love with ellen bernstein, a close friend and fellow pilot. pitted against them are the forces of adan. the most prominent among them is mason, who is modeled after the typical anime antagonist. |
constructors for the few classes built-in to php which returned null upon failure were changed to throw an exception instead, for consistency |
docks for both the iphone s and c were found on the apple online store after the announcement. because of the casing difference between the iphone s and c, they have separate docks, each made specifically for each respective phone. |
roth also admired the show's educational quality, something he had tried to integrate in his personal television pilots. when asked about how he played the relationship with jonny's father, he commented, "jonny is crazy about his dad. |
on november two, one thousand nine hundred sixty seven, a monaural mix was prepared, making axis the last hendrix album specifically mixed in mono (subsequent mono albums were electronically "folded" from the stereo mixes). |
ine maintained contact in tokyo with her half-brother alexander, who worked for the british legation, and another half-brother heinrich, who had worked there as an interpreter for the austro-hungarian legation since one thousand eight hundred sixty nine. |
during a fight with no. three hundred eight squadron spitfires, by flight sergeant jozef stanowski engaged hauptmann georg hackbarth (thirty kills) and his fw a-eight crashed near st. pieters railway station, his body being thrown clear of the wreckage. |
in april two thousand four, marburger published a statement rebutting the report and exposing errors and incomplete explanations in it, and stating that "even when the science is clear-and often it is not-it is but one input into the policy process," but |
a more ambitious plan for a freeway system was commissioned, but the study was not completed until after playford's departure and was scrapped by later governments due to widespread public objections to the proposed demolition of entire suburbs for |
after briefly considering this, bradley vetoed this proposal, as he was less concerned about killing large numbers of germans than he was in arranging for the relief of bastogne before it was overrun. |
the route turns northeast and crosses over the west branch schuylkill river before it comes to an intersection with pa nine hundred one. |
spiller set several acc championship game records: most yards, most yards per carry, most touchdowns, and longest run from scrimmage. |
the game's scope suffered from content not being removed when necessary; other components would be endlessly refined without being finalized, preventing the developers from focusing on other parts of the game system. |
in december one thousand nine hundred five, commissioner joseph w. fifer resigned from the icc and on december six, one thousand nine hundred five, president roosevelt named lane to fill the remaining four years in his term. |
when the korean war broke out in june one thousand nine hundred fifty, the ship was disembarking aircraft, equipment and her maintenance personnel at raf sembawang, singapore in preparation to return home and then to reserve. |
out". on fifteen december two thousand nine, to coincide with the songs radio release in the united states, lewis performed the song on the late show with david letterman. |
it became characterized as an organization prominent in urban areas of the midwest, where it attracted native-born americans competing for industrial jobs with recent immigrants. it also attracted members in nebraska, colorado, oregon and washington. |
despite her suggestion being dismissed, some time later mckenzie and six trainees were provided third-class train tickets to melbourne to meet with the naval board for testing. |
maritime leisure activities are varied and include self-organized trips cruising, yachting, powerboat racing and fishing; commercially organized voyages on cruise ships; and trips on smaller vessels for ecotourism such as whale watching and coastal |
laid out by the course designer harry colt, the chairman of the two thousand ten ryder cup recently described radyr's course as "one of colt's little jewels". |
on the basis of the sizes of five-type asteroids (thought to be pieces of vesta's crust ejected during large impacts), and the depth of rheasilvia crater (see below), the crust is thought to be roughly ten kilometres (six mi) thick. |
edwin and eadbald of kent were allies at this time, and edwin arranged to marry eadbald's sister thelburg. bede notes that eadbald would agree to marry his sister to edwin only if he converted to christianity. |
b respectively. shortly afterwards, the raf upgraded its jaguar fleet to a common standard, incorporating tiald and the ability to use new reconnaissance pods. |
in april one thousand nine hundred forty one, without orders from the german authorities, members of the algemeene-ss vlaanderen and other flemish fascists pillaged two synagogues in antwerp and burned the house of the chief rabbi of the town in the |
another report in the new york times the following year listed west avenal's arrival in genoa, italy, on nineteen january one thousand nine hundred twenty one. |
about six hundred homes were destroyed in the town alone, and there were thirty fatalities. the rains caused thirty six river basins to exceed their banks. following the floods, officials in motozintla created a channel to divert flooding. |
the route continues on through searingtown into the village of north hills, where the homes give way to trees as it turns to the northeast and passes under the northern state parkway. |
stewart and wrote the song "underneath it all" in only ten minutes. in march, no doubt traveled to jamaica, staying at the blue lagoon in port antonio. |
at the end of the commercial, the announcer states the tag line "there is nothing naughty about the new hungry jack's tendergrill... hungry jack's makes it better." |
these objects can include anything from wedding rings to potentially probative evidence such as cigarette butts or shoe prints. |
the song gradually climbed the chart over a ten-week period, peaking at number eight, and exited the chart after a total of twenty weeks. |
while the ranchers were able to get their products to market faster, the new road would catalyze aspen's economic revival in an industry that had not existed when the depression began: recreational downhill skiing. |
protect office holders and freedmen from the ku klux klan and early versions of the white league violence. carpenter and his men did face a low level of civil hostility and violence during this uneasy transition period by trying to keep the peace. |
unlike traditional memorials, the glenrothes war memorial consists of two interlinking rings of standing stones. |
km) up the kennebec. while waiting for the bateaux to be completed, arnold received word from scouts colburn had sent out to reconnoiter the proposed route. |
weighing in on forsberg's possible nhl return, naslund speculated that forsberg would remain in sweden to continue playing for modo. |
the band spent time experimenting with different drum and guitar sounds, as well as utilizing techniques such as layering, resulting in an expansive production sound. cornell said, "michael beinhorn was so into sounds. |
though many of the original proposals for the amendment had been moderated by negotiations in committee, the final draft nonetheless faced significant hurdles in being ratified by three-fourths of the states. |
on four april, the ship went to gotenhafen, escorted by the training ship schlesien and the icebreaker castor. she was formally decommissioned on one july. her crew were paid off and redeployed to the u-boat arm. |
andrew used the funds that he inherited from his father to recruit supporters among the hungarian lords. he also formed an alliance with leopold six, duke of austria, and they plotted against emeric. |
historian david lewis has written that the compromise no longer held because white patrician planters, who took a paternalistic role, had been replaced by aggressive businessmen who were willing to pit blacks against whites. |
subsequently, another winch point was established to the rear of the australian positions for casualty evacuation and resupply. |
on july four, two thousand eleven it was made available to pre-order on life times, jay-z's lifestyle webzine, which redirected to island def jam's website that featured the deluxe version available for sixteen.ninety nine, standard four hundred for |
an enlarged conning tower with the armour rearranged for better access. |
whose priority was to protect the unemployed. according to the historian robert skidelsky: "ministers worried about the finances of the unemployment fund; backbenchers worried about the finances of the unemployed". |
be covered by irrigation projects. however, only seventy four,seven hundred ninety six hectares (two hundred eighty nine sq mi) is irrigated. |
battalions and one support battalion); one special forces (commando counterinsurgency) brigade; the special presidential division; one independent armored brigade; and two independent infantry brigades (each with three infantry battalions, one support |
yards. he was declared the outstanding canadian player in the western interprovincial football union in one thousand nine hundred fifty nine, and was the runner up (to jackson) for the schenley award as the league's most outstanding canadian player the |
empires. alanya's greatest political importance came in the middle ages, with the seljuk sultanate of rum under the rule of alaeddin kayqubad i, from whom the city derives its name. |
"two bad neighbors" is the th episode of the simpsons 'seventh season. it originally aired on the fox network in the united states on january fourteen, one thousand nine hundred ninety six. in the episode, the simpson family is having a garage sale. |
he wrote annual christmas letters from father christmas for them, building up a series of short stories (later compiled and published as the father christmas letters). other stories included mr. |
the film encompasses several different themes, including the importance of love and family, the possibility of spiritual resurrection amid death, and the concept of redemption through mac sledge's conversion to christianity. |
two thousand fifteen-present: empire, chasing destiny and fifth studio album |
in addition to his attention to detail in diet and fitness, he also afforded close scrutiny to his kit. |
morrow was a first team usila all-american team selection in one thousand nine hundred ninety two and one thousand nine hundred ninety three and a third team selection in one thousand nine hundred ninety one. |
gerard depardieu as jean cadoret "jean de florette": jean is a city man with a romantic idea of the countryside, yet obstinate and hard-working. depardieu was well established as a versatile actor even before this role. |
forces were destroyed by artillery and air support. on the next day, the germans attempted to mount local counterattacks with the rd panzergrenadier division, but, after sustaining heavy losses, were forced to suspend further offensive action. |
available for a rookie. brewer made his nhl debut on october ten, one thousand nine hundred ninety eight, against the pittsburgh penguins, and on november five, brewer scored his first career goal against the carolina hurricanes 'trevor kidd. |
jackson called god of war three's graphics as good as (if not better than) those in killzone two and uncharted two: among thieves. according to juba, the "cinematic camera work is even more impressive than naughty dog's feats with uncharted two." |
but would eventually convince the surviving dolls to reunite in two thousand four ". in two thousand thirteen, new york dolls was placed at number three hundred fifty five on nme's list of the five hundred greatest albums of all time. |
thousand eight hundred ninety and colne in one thousand eight hundred ninety one. he died on twenty six september one thousand nine hundred three in blackburn. his burial was paid for by lancashire county cricket club. |
lewis performed the song in the last section of the set list, along with a cover of eurythmics "sweet dreams (are made of this)" and lewis 'version of "run". |
at the weather bureau station at the north end of guam, a pressure of nine hundred forty two.four mb (hpa; twenty seven.eighty three inhg) was measured. |
End of preview. Expand
in Data Studio
WikiText-103 Quality-Scored Corpus
Cleaned and quality-scored subset of WikiText-103 (curated Wikipedia Good and Featured articles), prepared for character-level language model training with curriculum learning support.
Dataset Description
This dataset contains cleaned text from WikiText-103, with each batch scored on multiple quality dimensions for curriculum-based training. The text has been lowercased and filtered to an ASCII character set suitable for character-level tokenization.
Source
- Original dataset: Salesforce/wikitext (wikitext-103-v1 split)
- Content: ~29,000 Wikipedia Good and Featured articles covering science, history, literature, philosophy, geography, technology, music, law, mathematics, and more
Cleaning Applied
- Moses-style detokenization (recombined subword artifacts from original WikiText tokenization)
<unk>token removal (WikiText-103 replaces rare words with<unk>)- Lowercased to ASCII character set:
a-z .,;:?!'"()- - Gutenberg/boilerplate header/footer stripping
- Whitespace normalization and empty line removal
Quality Scoring
Each batch of ~200 articles is scored using heuristic quality metrics:
| Metric | Description |
|---|---|
quality_score |
Weighted composite (vocab diversity, word diversity, length, repetition) |
citation_score |
Attribution density from citation signals (references, footnotes, bibliographic patterns) |
avg_mtld |
Measure of Textual Lexical Diversity (higher = richer vocabulary) |
avg_flesch |
Flesch Reading Ease (lower = more complex text) |
pop_culture_density |
Pop culture keyword density (lower = more academic) |
academic_density |
Academic/scholarly vocabulary density |
topic_tags |
Detected topic categories per batch |
Quality Tiers
Batches are classified into tiers for curriculum scheduling:
| Tier | Criteria | Count |
|---|---|---|
| Gold | High MTLD (>76), high citation score (>0.35), low pop culture | 0 |
| Silver | Moderate MTLD (>70), moderate citations (>0.25) | 145 |
| Bronze | Below silver thresholds | 0 |
| Excluded | High pop culture density (celebrity bios, reality TV, tabloid content) | 0 |
Note: All batches score as silver because each batch file mixes ~200 diverse articles, diluting both pop-culture and academic signals. For finer-grained tier separation, per-article scoring is recommended.
Dataset Statistics
| Split | Examples | Size |
|---|---|---|
| Train | 2,592,530 | 448 MB |
| Validation | 288,060 | 50 MB |
- Average quality score: 0.3967
- Deduplication: 2.1% duplicate chunks removed (62,280 of 2,942,872)
- 90/10 train/validation split (shuffled)
Topic Distribution
Topics detected across 145 batch files:
| Topic | Batches |
|---|---|
| Literature | 145 |
| History | 145 |
| Science | 144 |
| Law | 72 |
| Technology | 49 |
| Music | 48 |
| Geography | 35 |
| Mathematics | 23 |
| Philosophy | 22 |
| Economics | 21 |
Additional Files
wikitext_manifest.jsonl: Per-batch quality scores, tier assignments, topic tags, and metadata. Each line is a JSON object with fields:batch_file,chunk_count,tier,quality_score,citation_score,avg_mtld,avg_flesch,topic_tags,pop_culture_density,academic_density.
Usage
from datasets import load_dataset
ds = load_dataset("LisaMegaWatts/wikitext-103-quality-scored")
# Training data
for example in ds["train"]:
text = example["text"]
# Load quality manifest for curriculum weighting
import json
manifest = []
with open("wikitext_manifest.jsonl") as f:
for line in f:
manifest.append(json.loads(line))
Related Datasets
- LisaMegaWatts/philosophy-corpus - Curated philosophy texts (Aristotle, Plato, Kant, etc.)
- LisaMegaWatts/classical-humanities-corpus - Extended classical humanities collection
License
Apache 2.0 (following WikiText-103 licensing)
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