doc_id stringlengths 65 72 | detokenized_text_truncated stringlengths 54 25.8k | api_explanation stringlengths 352 922 |
|---|---|---|
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:22534 | - CSC has the Top Warranty in the trike industry!! 5 YEARS / UNLIMITED MILES
- CSC was the FIRST trike manufacturer to offer ABS on our Honda GL1800 trike kits.
- CSC was the FIRST trike manufacturer to offer ABS | Marketing bullet list touting CSC trike superiority; each line begins with "- CSC was/has the FIRST/Top…" and needs a parallel new claim.
Domain: motorcycle trike conversion kits, brand names and specs (Honda GL1800, ABS, warranty mileage), promotional all-caps emphasis.
Repetition pattern: the third bullet duplicates ... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:38593 | sbm cost of coal handling and preparation plantcoal preparation plant cost indicia.in Find the Right and the Top coal preparation plant cost for your coal handling plant! Beneficiation of Thermal Coal Project Proposal on. Coal Preparation Survey Home Page for the Search site .ILLINOIS NO.6 COAL—DESIGN NO.93 Raw Coal St... | SEO spam/scraped-content aggregation page: repeated keyword phrases ("cost of coal handling and preparation plant") followed by site names and snippet fragments.
Domain vocabulary: coal preparation/washing plant terminology, capital and operating costs, CHPP, thermal power plants, conveyors, tonnage figures.
Structural... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:41272 | With online gambling, sbobet any player can still access their best online casino in anytime and anywhere they wish to have. And because it is more accessible, players could be at the cost risks of being addicted to gambling. This addiction is located not only in playing in internet casinos but also in land-based casin... | SEO spam blog article on online gambling: low-quality machine-spun prose with awkward grammar ("the money they feature"), keyword stuffing of "sbobet," and abrupt topic jumps between paragraphs.
First-person sports-betting bankroll narrative now active: percentages, unit sizing, weekly research routine, references to N... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:55778 | The American film business is well-known for James Earl Jones, who also performs voice acting. He is regarded as one of Hollywood’s most well-known and versatile actors. He had performed as an actor in plays, movies, and television in the past. He has had considerable acting success over the period of six decades.
He h... | Low-quality SEO celebrity-news article about James Earl Jones death hoax; awkward machine-generated phrasing, repetitive filler, factual sloppiness ("James Early Jones").
Current section argues fans corrected misinformation, moralizing about unverified internet rumors and media negligence; expects a cautionary conclusi... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:5245 | Fort dodge black women dating site
Zoosk is the online dating site and dating app where you can browse photos of local singles, match with daters, and chat you never know who you might find. Meet iowa mature women with loveaw | Genre: SEO-spam dating-site listing page; formulaic promotional copy stitching location keywords ("Fort dodge", "iowa") with boilerplate ad text.
Repetition pattern: sequential site blurbs (Zoosk, then next service), each pitching "browse photos of local singles," "meet mature women," with keyword-stuffed phrasing and ... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:48526 | We imagine plankton as incredibly small creatures floating in the ocean, and perhaps winding up as food for baleen whales. But plankton are not all microscopic, and are not all unrecognizable to laypeople.
Art by Anke Fachmann Story by Danielle O’Farrell
Published: February, 2017
We imagine plankton as incredibly small... | Popular-science marine biology article, explanatory register, defining and correcting misconceptions about "plankton" — expects examples and clarifying elaboration.
Structural repetition already shown: intro paragraph duplicated after byline/date block, signaling an article body now expanding on the "In fact" definitio... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:18771 | Pharmacies in Imphal city on Wednesday shutdown their stores, condemning the firing at Mahaluxmi Medical Store located at Old Assembly Road, Imphal West by armed miscreants.
Two persons wearing facemasks came in a motorcycle and opened fire at the medical store at around 6 pm on Tuesday. However, no casualties were rep... | Indian regional news report (Manipur/Imphal) on a shooting at a pharmacy, with formal journalistic register, passive constructions ("A case has been registered"), and Indian-English idioms ("at the strongest term").
Structural momentum: after facts and police details, the piece has shifted to organisational reactions —... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:62149 | [ ABC Classics / 2 CD ]
Release Date: Monday 25 November 2019
Should this item be out of stock at the time of your order, we would expect to be able to supply it to you within 2 - 4 weeks.
Frederick Septimus Kelly was one of Australia's great cultural losses of World War One: a composer the equal of Vaughan Williams, w... | Retail CD product listing: catalogue blurb followed by numbered track listing with movement titles.
Track list conventions require consistent formatting: "N. Work Title: Roman-numeral. Movement name", continuing sequentially (6., 7.) into second disc, possibly with performer credits.
Classical movement-title vocabulary... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:20904 | FThe eHang GHOST 2.0 is finally shipping.
This is the second generation GHOST, with lots of improvements from the original Kickstarter product.
Several key features here.
** First of all this is a dedicated SMARTPHONE control video drone, sorry no sticks just phone.
** $899 VR version have a surprisingly good 4K camera... | Informal enthusiast drone-review blog post, first-person, lowercase-heavy, typo-prone, hyphenated jargon ("smart-battery", "5.8ghz"), casual asides ("Nuff said").
Structured as bolded/capitalized section headers (The SMART BATTERY, The VR GOGGLES) followed by loose paragraphs of specs, prices, and personal verdicts.
Cu... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:97388 | Naghur is a village placed in Durgkondal Block of Kanker district in Chhattisgarh. Placed in rural region of Kanker district of Chhattisgarh, it is one of the 150 villages of Durgkondal Block of Kanker district. According to the government register, the village number of Naghur is 447632. The village has 107 families.
... | Formulaic Indian village census profile: template sentences reciting population, literacy, workforce statistics with paired male/female breakdowns and "out of total" phrasing.
Numerical consistency required: figures must sum/complement earlier ones (556 total, 276 males, 280 females, 313 workers vs 243 non-working).
... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:71951 | Save for USA Network‘s decision last month not to extend Political Animals beyond its original run, it has been a great last few weeks for Greg Berlanti‘s political drama. He landed a WGA nomination for writing the pilot, star Sigourney Weaver got a SAG nomination, and today the show received two Golden Globe nominatio... | Entertainment trade journalism (Deadline-style) about Political Animals' awards run despite cancellation; names, credits, and em-dash asides are recurring.
Structural setup: sentence began "Six weeks after USA's decision not to continue with the show, Berlanti —" so an appositive clause must close with another dash bef... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:39720 | U.S. President Donald Trump’s “deal of the century,” wrote Aluf Benn in Haaretz, “offers the Palestinians a deal similar to that received by Germany and Japan at the end of World War II: They gave up Nazism and imperialism, respectively, along with their status and ambitions as military and maritime superpowers, placed... | Op-ed rebuttal in Haaretz style: numbered counterarguments ("First... Second...") to Benn's Germany/Japan analogy; formal political-analysis register with Israeli-Palestinian terminology (Nakba, Oslo, Abu Mazen).
Argumentative momentum: second of three promised answers underway, contrasting WWII powers' demilitarizatio... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:27837 | CDAD Neighborhood Strategic Framework
Community Development Advocates of Detroit's (CDAD) Neighborhood Revitalization Strategic Framework provides vision for any given type of area in the city of Detroit -- including areas that are underutilized or abandoned. D3 worked with CDAD to develop a composite analysis of indic... | Institutional/nonprofit project description register: acronym-heavy (CDAD, D3), planning jargon like "residential typology," "revitalization efforts," "census block."
Explanatory momentum: the framework's purpose and users have been stated; expected next is a closing benefit clause, then possibly a link, credits, date,... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:73234 | Are you tired of reading groups that only read modern fiction?
We invite you to join our group specialising in 19th century English literature, for people who are interested in books by and about the Brontës and in the history and literature of the 19th century in general.
We want to return to the classics that have st... | Promotional blurb for a Brontë/19th-century literature reading group; register is inviting, club-recruitment prose with colon-introduced bulleted list of reading categories.
Structural constraint: "by reading:" promises multiple bullet items, so additional "- ..." lines (other Victorian authors, poetry, social history... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:53843 | mets mobile crushing plant hometbmueblerias . Kleemann: Mobile Crushers and Screening Plants . mets mobile crushing plant, Manufacturer and technology leader for mobile and stationary crushing and screening technology for processing natural stone and recycled materials.200 tph
Greases For Mets Crusher. Mets crusher bas... | SEO spam / scraped web content: keyword-stuffed mining equipment listings ("mets crusher plant", "tph", model codes like C125, NP1415, GP11) concatenated without coherence.
Repetition pattern: each block begins with a "mets X crusher/plant" keyword phrase, then run-on fragments, garbled words ("eduion", "appliions"), s... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:88745 | compressive strength of composite decking A composite steel deck combines the tensile strength of steel with the compressive strength of concrete to improve... [ Contact US] Deck Boards - Tamko. EverGrain Composite Decking is made with a compression molding process that . Composite Deck Screws combine outstanding stren... | Genre: SEO spam/scraped-snippet aggregation page for composite decking, with repeated header phrase "compressive strength of composite decking", fragmented product blurbs, and "[ Contact US]" / ">>" separators.
Pattern: truncated snippets ending in ellipses or "..." followed by link markers, then a new title repeating ... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:82562 | We can't eliminate stressful things from life, but exercise is a powerful weapon for combating stress.
Learn how this daily habit can help the whole family relax.
Early identification of those at risk opens the door for life-saving intervention.
It can be tricky to tell the difference between normal stress of having a ... | Genre: health-website teaser/blurb list — short standalone sentences promoting articles on stress, exercise, mental health, postpartum depression; each ends with a period and stands alone.
Structural pattern: each item is one or two brief sentences pairing a reassurance/claim with a benefit or call to learn more ("Lear... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:71320 | Walk the route of the battle of Lexington and Concord, the opening battle in the Revolutionary War, when you visit Minute Man National Historical Park. Walk along Concord's North Bridge, where militiamen fired back at British troops for the first time, known as "the shot heard round the world." Look at the Minute Man S... | Genre: travel-site attraction page — promotional description followed by a stream of short user reviews, each ending with "more »".
Review register: brief, enthusiastic, patriotic tourist voice with fragments ("Classic place to visit"), praise for upkeep, occasional caps for emphasis ("Freedom is NOT FREE").
Final text... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:9269 | Much Aloha is felt within this Tiki Hut on the shore. Inspired by the Hawaiian Islands, this Malibu property offers breathtaking ocean views and an experience that often found on the coast of Oahu.
DESIGNED BY: Infinity Aquarium Design
CLASSIFICATION: Saltwater Coral Reef Insert
Specifications: Custom Acrylic Trapezoid... | Marketing portfolio entry for a custom aquarium installation: promotional Hawaiian/Malibu luxury copy followed by labeled spec fields (DESIGNED BY, CLASSIFICATION, Specifications, Objectives).
Template/placeholder artifact: the text has shifted into unfinished boilerplate ("This could be a quote from the..."), signali... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:38548 | The y intercept is 3, and since your slope is 0, you have a horizontal line.
It is 6 and the y intercept is -1
There is no y-intercept or slope for this given equation, because its graph is a vertical line perpendicular to the x-axis.
The graph of the equation is a straight line. 'm' is its slope. 'b' is its y-intercep... | Genre: crowd-sourced Q&A snippets about linear equations (slope/y-intercept), each line an independent short answer or question fragment.
Domain conventions: answers reference slope-intercept form y = mx + b, values like "slope is 0", "y intercept is -1", vertical/horizontal line reasoning.
Final line "Slope and y-inte... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:74075 | To demonstrate proof of concept for this strategy, we have initiated studies to identify immunogenic T cell epitopes for mutated tumor antigens, such as K-ras which expressed by several GI cancers. A library of overlapping 9mer and 10mer peptides which span the amino acid mutation has been synthesized and we are curren... | Scientific grant/abstract register describing immunology methods: "immunogenic T cell epitopes," "overlapping 9mer and 10mer peptides," present-perfect and present-progressive progress reporting.
Domain knowledge of K-ras mutation epitope mapping — expects PBMC/HLA/dendritic cell/donor terminology and next steps like b... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:31580 | What we're about
Data Intelligence Conference 2018
The 2018 Data Intelligence conference, which will take place in Mclean, Virginia is the first machine learning gathering for the community using and developing machine learning and data intelligence.
We invite you to attend the 2 | Promotional event/meetup page boilerplate ("What we're about"), repeating conference name, year, and location details already stated — expect redundant restatement.
Invitation-register marketing copy: "We invite you to attend..." implies benefits, dates, registration/CFP calls to action follow.
Ends mid-phrase at "the ... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:19607 | We offer you a wide selection of Plantermodern design for exterior and interior . Decorate spaces such as gardens, your own home or business. Our modern design pots are the ideal element to give our spaces an exclusive touch.
All our pots are available in different sizes and colours. Even with RGB | E-commerce product marketing copy for modern planters/pots, translated/slightly awkward English ("Plantermodern design"), promotional register with benefit claims.
Repetition pattern: successive sentences elaborate product features and customization options ("different sizes and colours"), so more feature/upsell detail... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:24203 | Fannie Mae’s latest repeatable loan sale deal includes more than 6,000 loans
The results of Fannie Mae’s twenty-seventh recurring loan sale transaction, announced on August 11, 2022, included the sale of approximately 6,060 loans totaling $986.4 million in outstanding principal balance (UPB), split into three pools. Th... | Financial press release/news article about Fannie Mae non-performing loan sale, using precise figures, UPB, pool-by-pool breakdown.
Established pool-detail template: loan count, total UPB, average loan size, weighted average note rate, then BPO/LTV ratio — Pool 2 and 3 to follow in parallel form.
Ends mid-item at "we... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:79632 | Tuesday 9 May 1916
It was Tuesday, under the sign of Taurus. The US president was Woodrow Wilson (Democratic).
Famous people born on this day include Bernard William George Rose and Cyril Bowles.
Sherlock Holmes, directed by Arthur Berthelet, was one of the most viewed movies released in 1916
But much more happened tha... | Genre: templated "on this day in history" almanac webpage, formulaic sections (zodiac sign, president, famous births, popular movies, calls-to-action).
Currently in a bulleted list answering "Which were the important events of 9 May 1916?", mixing holidays and saints' feast days ("Our Lady of Flanders", "Saint Tudi") ... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:7551 | In October 2019 work will commence to fortify 950 feet of coastline along the northern shore of Coyote Point Recreation Area. The Eastern Promenade Rejuvenation Project responds to erosion of the San Francisco Bay by restoring natural coastal features while providing recreational access to this popular beach-goer and w... | Genre: official municipal/parks-department project announcement, formal informational register with dates, footages, environmental-review citations ("Initial Study/Mitigated Negative Declaration Addendum").
Structural momentum: "Phase one" introduced, so subsequent phases, timelines, mitigation measures (tree replantin... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:980 | Nicki minaj pink friday album download from songslover - Big pimpin acapella download
Find album reviews award information for Pink Friday: Roman Reloaded, stream songs, credits The Re- Up - Nicki Minaj on AllMusicKicking her career off with an exciting but& hellip;. Com ♫ Download for free or lsiten online with us. Pi... | Genre: low-quality SEO/spam blog aggregation page — keyword-stuffed music download listings, mangled HTML entities ("& hellip;"), boilerplate like "Newer Post Older Post Home".
Incoherent topic drift: unrelated scraped snippets pasted together (Nicki Minaj downloads, then Dictionary.com Word of the Year), so next text ... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:18944 | Each ethnic wear highlights the previous attraction inside you. Whether or not you drape a saree or flaunt a ball robe, you handle to remain in contact with the custom and tradition. However what when you deck up like a rebellious stylish this wedding season? We convey to you some ravishing fusion wear that can query t... | Indian fashion blog listicle with awkward machine-translated/spun English ("query the pondering rut", "by no means fusion wear"), requiring similar stilted phrasing to continue.
Numbered list format begun with "1. Crop High and Dhoti with Hooked up Dupatta"; expects a short promotional paragraph then "2." with another ... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:27471 | |Elevation||244 m (801 ft)|
|• Total||about 45,000|
|Time zone||IST (UTC+5:30)|
Dharuhera is the fastest growing census town in the state of Haryana, India. Dharuhera comes under Delhi NCR region and it is an industrial hub. Dharuhera is Yadav (Rao) dominated place. Dharuhera is the new growth corridor of Gurgaon and... | Wikipedia-style article on Dharuhera with a References/External links section: bulleted citations formatted as "Title". source-domain or publisher, with retrieval dates.
Repetition pattern: each bullet is a quoted headline followed by a period and a site name (e.g. "tribuneindia.com.", "google.co.in."), Indian real-es... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:33973 | A delightfully soft and fluffy yarn
80% Baby Alpaca 20% Acrylic
Recommended needles: 5.5mm
50g for 100m
14ply / Bulky weight yarn
Tension: 14sts per 10cm
74% Baby Suri Alpaca 26% Mulberry Silk Needles 3mm - 6mm Weight 25g Yarn Weight 4ply-fingering Tension...
View full product details →
50% Baby Alpaca 50% Fine Merino ... | E-commerce yarn product listing catalogue: repeated spec blocks with fiber composition percentages, needle size ranges, weight in grams, ply/tension.
Established template order — composition → "Needles" range → "Weight Xg" → yarn weight/tension → truncation ellipsis and "View full product details →".
Ends mid-needle-ra... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:33932 | Warm Churros And Hot Chocolate
|Unsalted butter||1 Cup (16 tbs) (2 Sticks)|
|Kosher salt||To Taste|
|All purpose flour||1 1⁄4 Cup (20 tbs)|
|Egg white||1 Large|
|Whole milk||4 1⁄2 Cup (72 tbs)|
|Bittersweet chocolate||7 Ounce, finely chopped|
|Unsweetened cocoa powder|| | Recipe ingredient table in wiki-style pipe-delimited format: each row is |Ingredient||Quantity, unit (conversion)|, requiring consistent formatting.
Domain knowledge of churros/hot chocolate ingredients and plausible measurements — cocoa powder appears in small amounts (tablespoons/ounces), plus likely remaining items ... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:4869 | From September 16 to 18, T&S attended the 23rd China International Optoelectronic Exposition (CIOE). In addition to displaying mature products, the exhibition focused on innovative products and technologies in emerging application fields of the photoelectric industry, providing a convenient and efficient platform for c... | Corporate press-release/trade-show recap register: promotional, jargon-heavy business English with fiber-optic product terminology (400G optical module, MPO, PLC chip).
Chinese-company English translation style featuring long chains of parallel verb phrases: "increased its investment... gradually integrated resources, ... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:70597 | Caltrans is trying to have a local bridge recognized as the best transportation project in America.
The Pfeiffer Canyon Bridge in Big Sur is one of 12 projects across the country competing for the Socrata People’s Choice Award.
Construction crews reconstructed the bridge after it collapsed last year, cutting off access | Local news article about Caltrans nominating Pfeiffer Canyon Bridge (Big Sur) for a national award; expects factual details, voting instructions, quotes, dates.
Journalistic inverted-pyramid style: short declarative paragraphs, third-person, agency names and specifics like "12 projects," "Socrata People's Choice Award.... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:26579 | Why make a film about a world-class writer, long considered a Nobel Prize candidate, whose last creative act, if you can call it that, was to commit suicide?
But the better question may be: Why not? On the face of it, the subject of Paul Schrader`s extraordinary new film, ``Mishima: ?a Life in Four Chapters,`` deserves... | Newspaper feature/interview article about Paul Schrader's "Mishima"; blends critical commentary with extended direct quotations using backtick-style quotation marks.
Schrader's quoted voice, candid and self-deprecating about the film's limited commercial appeal ("not a film for everyone"), recounting Cannes and Paris b... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:4644 | There’s a lot to like about the look of a vehicle after it has been paint-polished.
However, when it comes to the interior, there are some things you should know.
Read moreExterior fiberglas doorsThe exterior of your car can be either painted or wood.
Wood is usually easier to paint than the paint you see on the dash, ... | Auto-generated/low-coherence car-detailing filler article: rambling, semi-contradictory DIY advice about painting interiors, exteriors, primer, trim, wood.
Consistent register: second-person instructional prose, simple declaratives with "you can/you will need to," casual conjunctions ("so," "but," "also").
Repetitive t... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:62472 | Lineage II has started the open beta of its new free-to-play european serviceInnova has beginned the open beta of the Lineage II new free-to-play European service, complete with dedicated English language servers and the games biggest content expansion to date, Goddess of Destruction.
Lineage II and Goddess of Destruct... | Gaming press release / MMO news blurb style: promotional phrasing like "complete with dedicated English language servers" and "biggest content expansion to date."
Non-native English with errors ("has beginned", "the games biggest") suggests continued awkward, redundant phrasing repeating the title, publisher Innova, an... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:49432 | Saffron Hotel with its exclusive dining outlet offers an array of treats that is as unique as its ambience and decor. Explore delicacies in our restaurant or lip smacking options at our multi-cuisine restaurant.
Chinese cuisine originated in what is known as the Eight Great Traditions, though it can be generalized into... | Hotel restaurant marketing copy stitched from encyclopedic cuisine descriptions; low-quality SEO-style content mixing Chinese, Mexican, Italian sections.
Genre convention: enumerated lists of ingredients/dishes with commas, ending in "and X" plus further clauses ("are commonly used in Chinese cooking").
Final phrase "f... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:75452 | 8/18/2003 - Analogic Corporation (NASDAQ: ALOG) announced that Sanders Design International, Inc. (SDI), with which it has collaborated to develop an advanced infrared countermeasures technology, has received funding from the US Air Force and the Defense Advanced Research Programs Agency (DARPA) to further develop the ... | Corporate press release genre (dated header, "NASDAQ: ALOG", DARPA funding announcement) — expects formal PR prose, quotes from executives, boilerplate "About Analogic" closing.
Defense/aerospace technical register with acronym-definition pattern ("Spatial Infrared CounterMeasure (SICM)"); MANPADS threat context invite... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:83779 | Stanford GCEP awards $6.6M to 7 projects; focus on combining energy conversion with carbon-neutral fuel production
Stanford’s Global Climate and Energy Project (GCEP) is awarding $6.6 million to seven research teams—six from Stanford and one from Carnegie Mellon University—to advance research on technologies for renewa... | Press-release/tech-news genre (Green Car Congress style) summarizing research grant awards, with formal institutional tone and dollar/project figures.
Structured list of funded projects, each with bolded title, goal description, then "Investigators:" followed by names with departmental affiliations, e.g. "Reginald Mit... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:68850 | Opposite Al Mansoor Video
Al Musallah Road
Tel: +971 4 351 7863
A little Hyderabadi joint tucked into a corner on a busy street. We discovered this by chance on our last trip to Dubai. We were walking along the street and my nose liked the smells wafting out of this restaurant. The husband never disagrees with my nose ... | Food-blog/restaurant review register: casual first-person Dubai dining narrative with prices in parentheses (17), (14), and personal anecdotes.
Indian/Hyderabadi cuisine domain knowledge: biryani accompaniments are conventionally raita (yogurt), mirchi ka salan, dahi chutney.
The sequence ends mid-list, "a small bowl e... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:36075 | Open Access This article is
- freely available
Molecules 2018, 23(2), 257; doi:10.3390/molecules23020257
In Silico and in Vitro-Guided Identification of Inhibitors of Alkylquinolone-Dependent Quorum Sensing in Pseudomonas aeruginosa
School of Life Sciences, Centre for Biomolecular Sciences, University of Nottingham, No... | Genre: MDPI open-access research article (Molecules 2018) on Pseudomonas aeruginosa PqsR antagonists; formal scientific register with bracketed numeric citations [18,19,20,21,22] and Greek/chemical nomenclature.
Structure: now inside Results section 2.1 "In Silico Virtual Screening", describing methodology in past tens... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:46088 | Client: A&L McRae
Services: Flood Risk Assessment and Flood Modelling
Arcus was commissioned to undertake a Flood Risk Assessment for opening of a sand quarry adjacent to the banks of the River Creran, Oban.
Arcus undertook consultation with Argyll and Bute Council and SEPA to confirm the requirements for flood modelli... | Corporate project case-study format with labelled fields ("Client:", "Services:") and third-person past-tense narration of consultancy work by "Arcus".
Technical flood-risk domain vocabulary and regulatory actors (SEPA, Argyll and Bute Council, 2D modelling, River Creran) sustaining a factual methodology summary.
Ends ... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:45230 | Stori Kalfalaekur Reviews
I joined a group for the last two days of a round trip along the Snaefellnes peninsula. It was the best two days riding of my life. Spectacular scenery and river crossings. Mirror image reflections... more »
Fantastic! both nature, horses and staff. We stayed at an typical islandic farm. Reall... | Travel-site boilerplate template (Inspirock-style): repeated metadata blocks listing "N days in [Place] BY A USER FROM [COUNTRY] [Month], [style] PREFERENCES: [Month] ATTRACTION STYLE: ... PACE: Medium".
Iceland geography domain: place names like Reykjavik, Snaefellsbaer, Borgarnes recur; countries in caps.
Ends mid-te... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:39953 | Purpose And Benefits of Mulch
Mulching is essential to the survival of your landscape during a drought. Mulch
will greatly reduce the amount of water that
evaporates from your soil.
Conserve soil moisture
Moderate soil temperature
Provide erosion control
Suppress weed growth | Genre: gardening/landscaping informational article with heading "Purpose And Benefits of Mulch"; expects continued practical advice on mulch types, depth, application.
Structural pattern: a bulleted/listed series of benefits, each a terse verb-initial phrase ("Conserve soil moisture", "Moderate soil temperature", "Prov... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:37666 | In the pipeline full with fluid, a throttling elements orifice plate is installed. When the fluid flows, static pressure difference occurs on both upstream and downstream sides. By using differential pressure transmitter or gauge,the differential pressure value is converted into standard current signal or aeropneumatic... | Technical product-spec datasheet for an orifice plate flow meter, non-native English, listing specifications in pipe-delimited table rows.
Numbered spec list pattern: "|(8)Working pressure :" implies value/range follows (e.g. PN16, 1.6MPa) then further numbered items (9), (10) like material, connection type, accuracy.... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:38534 | Maine gay marriage supporters buoyed by Obama announcement
PORTLAND, Maine (AP) — Gay marriage supporter say President Barack Obama's unequivocal support for gay marriage will help their campaign to bring same-sex marriage to Maine.
David Farmer, spokesman for Mainers United for Marriage, said supporters hope that just... | AP news wire article on Maine's 2012 same-sex marriage referendum; expects attributed quotes from named local supporters and opponents.
Journalistic convention: person introduced with name, town, and appositive relative clause ("who hopes to wed her partner of 3...") must resolve into a quote or statement verb ("said")... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:32546 | Went to Washington high school, graduated before 2009. She does not care if you’re in committed relationship. Does not care if you have kids. She’ll do anything you ask. No respect for herself. No respect for women. No respect for anyone. She’s disgusting. I wouldn’t let her anywhere near your boyfriend/fiancé/husband.... | Genre: anonymous online "cheater/homewrecker" gossip-report post, accusatory second-person warning register with short declarative sentences.
Repetition pattern: anaphoric fragments ("Does not care if...", "No respect for herself. No respect for women.") likely to continue accumulating accusations.
Escalating vitriol p... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:2827 | Please Note: This event has expired.
Springtime Blooms Workshop with Ellen Diamond
Skill Level: Beginning Acrylic or Intermediate/Advanced Oil
The beauty of springtime and the blooming of tulips have provided artists with a spectacle of glorious color, offering endless subjects to paint. This past spring, Ellen went to... | Genre: event/workshop listing copy for an art class — promotional, descriptive prose about the instructor's inspiration and subject matter.
Momentum: instructor bio/backstory just begun ("This past spring, Ellen went to The Netherlands"), so travel details and how the trip feeds the workshop's content should follow, t... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:50520 | TALLAHASSEE, Fla. — NC State continues its season today on the road against Florida State.
The Wolfpack and Seminoles square off at noon on ESPN2.
Follow along with live updates and analysis by refreshing this page, and join the discussion in the connecting thread on the Pack Pride Premium Message Board.
Get breaking P... | Live basketball blog format: chronological paragraph updates, each stating a play, resulting score, and time remaining ("with 11:08 left to play").
Specific factual constraints from established game state: NC State trailing 49-47, Harris at line, so a completed free throw makes it 49-48 or ties at 49-49.
Ends mid-sente... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:5460 | Sabai Planters are the pinnacle of environmentally conscious style; they are perfect for following Vastu principles and cleansing your living area. These planters, which are made from natural materials, add a touch of nature to your living room, office, or balcony. Their design promotes harmony and balance in the surro... | Marketing/product-description register for eco-friendly Sabai grass planters: buzzwords like "eco-friendly," "Vastu Shastra," "organic beauty," "aesthetic appeal," with heavy adjective stacking.
Repetition pattern: each paragraph restates dual benefits (air purification + style, harmony + practicality), so continuation... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:28733 | In my family the expression "green cloud" means the release and lingering of foul-smelling flatulence. Greenpeace appears to have a similar opinion of cloud computing as it is being applied by some companies.
Last week, TMCnet editor Kelly McGuire wrote a great story on a report by Greenpeace on saying that cloud-compu... | Opinion-blog/tech-journalism register debating cloud computing's environmental footprint, citing Greenpeace, coal, natural gas, grid tradeoffs.
Author's rhetorical pattern: pose speculative questions ("would it be more... viable...?") and hedge with "Yet then again," weighing both sides.
Final phrase "With public resis... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:70240 | Quid quo is a 2008 american film
written di. Video edit of fiona and isaac from the movie “quid pro quo”.
A contemporary psychological thriller set in new york city, centered
around isaac (nick stahl), popular public radio reporter who receives
an anonymous tip.
Quid Pro Quo 2008. Produced edited | Low-quality SEO/aggregator web text about the film "Quid Pro Quo" (2008): fragmented, lowercase, ungrammatical sentence stubs repeating title and plot summary.
Repetition pattern: film-credit boilerplate recycled ("written di.", "Produced edited") plus recurring cast/plot details (Nick Stahl, Vera Farmiga, anonymous ti... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:12253 | At Sandhill Cove, our senior living community offers a comprehensive range of Medicare-certified services at our Water’s Edge Health and Rehabilitation Center in Palm City, FL, including skilled nursing.
For 30 years, we’ve been serving the community by taking direct admissions and offering a comfortable, clean and inc... | Marketing copy for a senior living community (Sandhill Cove / Water's Edge), promotional register with trademarked program names and bulleted service lists.
Just entered an FAQ section; the text is answering an implied question ("What is skilled nursing?") by contrasting it with independent/assisted living.
Ends mid-... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:70920 | BACKGROUND: Complicated skin and skin-structure infections (cSSSI), including surgical site infections (SSI), cellulitis, and abscesses, have been extensively studied, but controversial issues still exist. CONTROVERSIAL ISSUES: The aim of this GISIG (Gruppo Italiano di Studio sulle Infezioni Gravi) working group - a pa... | Structured medical abstract with labeled sections (BACKGROUND, CONTROVERSIAL ISSUES, METHODS); after METHODS a systematic-review methodology description is expected, then likely RESULTS/CONCLUSIONS.
Domain conventions of systematic review methods: enumerated databases, search dates, keywords, GRADE/consensus methodolog... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:64703 | Finally you decided to have a dog at home however you don’t know for sure about visiting the local rescue shelters. What do you feel last time you helped someone, was it comfortable as you expected? Who does not want to be a true example for your family that they are proud of their life? Imagine the great feeling of we... | Genre: informal, slightly ESL-inflected blog advice article on adopting shelter dogs; second-person "you may want to" advisory register with imperatives.
Content momentum: enumerating practical adoption tips — assessing temperament, history, breed research — so next expects further reassuring detail about foster care b... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:73198 | Elbit Systems receives US Army mortar fire control system contract
Elbit Systems of America, a subsidiary of Israeli defence company Elbit Systems, has been awarded a US Army contract for field mortar fire control systems.
The indefinite delivery/indefinite quantity contract was announced on 16 February. If fully order... | Defence-industry news aggregator format: headline, brief contract summary, truncated teaser ending in "…read more", then attribution line.
Aggregator boilerplate conventions: "Read more here::" followed by source name, often followed by a URL, source link, or post-metadata (tags, date, category).
Final token "Janes" na... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:76086 | Alex Villavasso was born and raised in Louisiana where he first found his love for fiction, reading through the summer months. When he is not working on getting his thoughts out his head, Alex can be found doing things that everyone tends to do, like sleeping, catching up with friends, and spending ungodly amounts of t... | Genre: third-person author bio on a book/website page, transitioning into first-person direct address to readers ("Hey! If you want to know...").
Marketing/newsletter call-to-action momentum: expects promises of no spam, free content, or "Thanks!" plus signup form placeholder text.
Final tokens "sign up for my mailin... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:1089 | Glasgow Zine Fest 6 Amazing Things
Sun 19 April 2020
6 Amazing Things. Photo by Rachel Walker.
Join Rumpus Room artists to make your own six page per zine to share with friends, family, crushes and changemakers. Get your ideas down in using collage, print and and drawing then share or swap with someone else.
Rumpus Roo... | Event listing/workshop blurb for Glasgow Zine Fest; promotional register, DIY arts-community vocabulary ("collage, print and drawing", "changemakers").
Shifted into an organisational boilerplate bio sentence: "Rumpus Room is an open access art studio and collaborative project" — expects mission description of community... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:32891 | I have to confess I missed most of the debate between Kaine and Pence last night. I had in part a legitimate excuse, because it was a Tuesday night and my wife and I had a rehearsal to attend about 40 minutes’ drive from home. However, on the way back, she tuned in NPR to listen. Only a few seconds was enough to exaspe... | First-person political-commentary blog post arguing that religion has no place in candidate questioning; personal anecdote transitioned into constitutional/historical argument.
Concessive structure: author admits reality contradicts ideal ("Of course, in reality there has been religious discrimination"), so a counter-... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:44982 | - Diecast Manufacturer RMZ City
- Scale 1/36
- Car Brand Audi
- Color White
Audi offers the Q7 series. This luxury crossover SUV's production started in 2005. It was first seen during the 2005 Frankfurt Motor Show. It is the first ever SUV line-up ever made by Audi. The Q7 model is | Product listing/e-commerce description for a diecast toy car, opening with bulleted spec attributes ("Scale 1/36", "Color White") then flowing into encyclopedic prose about the real Audi Q7.
Simple, slightly repetitive Wikipedia-derived sentence style with declarative facts about production year, debut show, and model ... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:25292 | Our Pressure Gauge Icons for PowerPoint and Google Slides are now available for instant download! Get them to compress a chunk of information into easily digestible snippets without losing their meaning and relevance. The slide comprises icons of various types of pressure gauges.
Educators and engineers can capitalize ... | Marketing copy for a PowerPoint/Google Slides template: promotional register, second-person "You can also utilize," benefit-oriented verbs ("capitalize," "augment," "complement").
Parallel sentence structure repeating: audience + "can ... these icons to [verb] ... your text concerning [topic]" — expects an abstract-nou... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:15719 | This Vegetarian Shepherd’s Pie is a meatless version of a classic British/Irish dish. The rich mushroom gravy with vegetables is topped with fluffy mashed potatoes and baked.
Irish comfort food is still going strong around here. Today, I am sharing a vegetarian | Food blog recipe intro genre: conversational first-person voice ("around here", "Today, I am sharing"), promoting a dish before recipe details.
Established topic constraint: the post is Vegetarian Shepherd's Pie — mushroom gravy, vegetables, mashed potato topping, Irish/British comfort food, likely tied to St. Patrick'... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:40381 | Novak and maria dating
Enjoy Sydney's natural beauty from recognisable landmarks like the Harbour Bridge to picturesque beaches and world-class restaurants. Here are top things to do in Sydney. We provide excellent essay writing service 247. Enjoy proficient essay writing and custom writing services provided by profess... | Machine-generated SEO spam/keyword-stuffed webpage scrape: concatenated unrelated snippets about dating sites, travel, essay services, all interlaced with the injected keyphrase "novak and maria dating" and OCR-style typos ("datnig", "nnovak", "mzria", "amp;").
Structural rhythm: each fragment is a truncated meta-desc... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:61776 | The Moon 13 toes large.Picture: ESA / Rosetta / MPS / OSIRIS / UPD / AML / IAA / SSO / INTA / UPM / DASP / IDA / J. Roger
An astrophotographer noticed what may very well be a moon in orbit across the comet 67P / Churyumov-Gerasimenko, goal of the Rosetta mission of the European House Company.
The Rosetta mission was la... | Machine-translated/spun science-news article (Spanish→English artifacts: "photo voltaic system," "13 toes," "attention-grabbing"), so continuation should preserve garbled diction and awkward phrasing.
Domain content: ESA Rosetta mission, comet 67P, orbiting debris "Churymoons," astrophotographer Jacint Roger — expect f... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:25771 | The Friends of the Dunes couldn’t have asked for a better day to welcome more than 1,000 middle school students from schools across Humboldt County to the 13th annual beach cleanup Thursday in anticipation of World Oceans Day on Friday.
This year’s cleanup effort was focused on the South Spit at the Mike Thompson Wildl... | Local newspaper feature article on a Humboldt County beach cleanup, alternating narration with attributed direct quotes ("said Suzie Fortner," "Parrott said").
Thematic momentum: quotes emphasize environmental stewardship, education, long-term impact on students as they mature — next words should extend that payoff ide... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:41866 | Power of attorney in Fairmont, Minnesota allows one person to make certain decisions for another, under certain conditions. There are numerous reasons why one might grant power of attorney. However, most of them revolve around the possible incapacitation of the person authorizing the power - so that their wishes can be... | SEO-style legal directory content, repeatedly inserting the locale "Fairmont, Minnesota" and defining terms in plain, second-person advisory prose.
Enumerated list structure promised "three basic forms," with item 1 "Limited power of attorney" given — items 2 and 3 (general/durable, healthcare) still owed.
Ends mid-cla... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:62036 | Quite simply, I love pots and planters.
When I started the London Vegetable Garden on my Hackney balcony, it was imperative to make good use of containers: gardening in the air, on concrete, necessitated it! However, even though I now have the luxury of a garden in my Peak District cottage, I’m still a huge advocate of... | Sponsored/affiliate gardening blog post promoting "UK Water Features" wooden planters; expects further product plugs and enthusiastic benefit claims.
Chatty British first-person voice with exclamation marks, em-dashes, and repeated phrases ("pots and planters", "wooden garden planters").
Ends mid-sentence in a "Whether... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:97468 | - NetBSD Manual Pages
ACPIPMTR(4) NetBSD Kernel Interfaces Manual ACPIPMTR(4)
Powered by man-cgi (2021-06-01).
Maintained for NetBSD
by Kimmo Suominen.
Based on man-cgi by Panagiotis Christias.
acpipmtr -- ACPI Power Meter
acpipmtr* at acpi?
The acpipmtr device driver provides support for ``power meters''. These
are se... | Genre: NetBSD man page section 4 (device driver), with standard sections NAME/SYNOPSIS/DESCRIPTION and terse technical prose about ACPI hardware sensors.
Domain vocabulary: ACPI power meter semantics — envsys(4) framework, sysmon, sensor readings in watts, hardware limits/thresholds, cross-references like acpi(4), envs... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:30638 | The St. Paul Chamber Orchestra and its musicians met for contract talks today. Since the orchestra’s musician contract expired last month, the orchestra has been in what’s called ‘play & talk’ mode, which lets both sides keep negotiating while the musicians continue performing under the old contract. SPCO management pr... | News report on labor dispute: alternating quotes and paraphrases from management (Dobson West) and musicians (Lynn Erickson), balanced he-said/she-said structure.
Financial/negotiation vocabulary and specific figures: "15-percent" cut, "$70-thousand a year," "substantial savings," deficit framing.
Final phrase "would s... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:34425 | Santa Clarita Weather
From the N at 17 mph
30.15 in (1021 HPa)
Observed at: Los Angeles, Whiteman, 9:50 am PDT.
Santa Clarita Weather Forecast for Today
Sunny, with a high near 80. Windy, with a northeast wind 30 to 35 mph, with gusts as high as 55 mph.
Clear, with a low around 53. Bree | Structured weather-report format: station observations, then NWS-style forecast sentences ("Sunny, with a high near 80. Windy, with a northeast wind...").
Formulaic NWS phrasing conventions: each period gives sky condition, temperature, then wind clause with speeds and gusts in mph.
Text ends mid-word "Bree" — clearly ... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:32415 | Elie Philippe (Pony) Schehade
‘Paintings and Work on Paper’
Espace Kettaneh Kunigk (Tanit) presents from June 7, 2012 till July 6, 2012 the paintings of the Lebanese artist Elie Philippe (Pony) Schehade.
To look at a painting by Elie Philippe Schehade, is like listening to music, tasting a new flavor, or just going wit... | Genre: gallery press release / exhibition text about Lebanese painter "Pony" Schehade, blending factual details (dates, venue) with lyrical art criticism.
Stylistic register: florid, exclamatory critic's prose with metaphors ("back of an unruly horse!"), em-dashes, scare-quoted terms ("Paint", "decomposition"), likely ... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:27672 | STAC Architecture Ltd is a company that is driven to produce site specific design with an environmental consciousness at heart.
The 2 founding partners have collective experience in Residential, Retail, Office and Public Projects that range in size from £150,000 up to to £10,000,000. Irrespective of size however, they ... | Genre: architecture firm marketing/directory profile page, promotional first-person-plural copy ("We aim to produce projects...") followed by an SEO services listing.
Structural shift: the final block is a comma-separated, alphabetically ordered list of service keywords, requiring continued Title Case noun phrases.
Alp... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:9958 | Developing the virtue of kindness can help us in our efforts to build the kingdom of God.
In “The Virtue of Kindness,” Elder Joseph B. Wirthlin highlights the importance of kindness with two powerful sentences: “The Church is not a place where perfect people gather to say perfect things, or have perfect thoughts, or ha... | Genre: LDS devotional blog "insight" summary (Mormon Insights), ending with a resource list of hyperlinked article recommendations and author attributions.
Repetition pattern: each "Find more insights" entry follows "Read/check out '[Title]' by [Author] to find out/learn how..." formula, so a purpose clause is expected... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:3409 | Displaying 1 - 10 of 203 results
A Topographical Dictionary of England
Barrow - Bartestree Barrow (St. Bartholomew) BARROW ( St. ... of Great and Little Barrow. It was given by Ranulph, Earl of Chester, ... at the Dissolution at 107. 3. 8. ...
A History of the County of Somerset: Volume 2
Houses of Benedictine nuns The... | Genre: British History Online search-results listing — repeated pattern of bolded volume title followed by an ellipsis-riddled snippet mentioning "Barrow"/"nunnery"/"Dissolution".
Register: antiquarian ecclesiastical-history prose with monetary values, place abbreviations (Chesh., Midd.), page/folio references, and "..... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:40143 | Mariah the Scientist satisfies fans with The Intermission, an EP of previously unreleased singles. The four-track release, which is out today on RCA Records, is inspired by comedy in art, notably taking parts of broadcast television and merging them with music in a comical way.
“I thought it would be a good way to ente... | Music-journalism press-release register: artist/EP announcement with label credit ("out today on RCA Records"), concept description, then artist quote.
Wordplay pun on EP title "The Intermission" being set up — quote will spell out "intermission" and explain the gap between projects/album.
Opening quotation mark with u... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:2986 | Judge Orders Release of Nixon’s Watergate Testimony
A federal judge in Washington has ordered the release of hundreds of pages of President Richard M. Nixon’s 1975 testimony about Watergate. The judge, Royce C. Lamberth III of the Federal District Court for the District of Columbia, wrote in a decision issued Friday th... | News article on court-ordered release of Nixon's 1975 grand jury testimony; journalistic AP/NYT style, factual, past tense, attributions like "wrote in a decision issued Friday."
Structural expectation: an opening quotation from the judge's ruling must be completed and closed, then followed by continued reporting and b... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:56499 | Islamabad, Jan.29: Pakistan's Finance Ministry has indicated its reluctance to provide 300 million dollars to the petroleum ministry for executing the two billion dollars Gwadar liquefied natural gas (LNG) pipeline project.
The ministry is reportedly delaying the release of the funds because it appears to have spent th... | Pakistani business/energy news wire report (dateline "Islamabad, Jan.29"), attributing claims to Dawn, heavy use of "reportedly" hedging.
Financial figures alternate between dollars and rupees ("two billion dollars", "Rs. 183.86 billion", "85 percent"), so numeric/currency specifics are expected.
Topic momentum: projec... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:16718 | Quixote whirls and spins like the blurring blades of a windmill. A zig zag set leaves plenty of room for some fancy quilting or a large scale print. Quixote is destined to be a classic, but you knew that already. The pattern is five pages.
Designed by Eye Candy Quilts
Finished size: 85″ x 8 | Quilt pattern product description/listing: promotional prose ("destined to be a classic") shifting into structured spec lines like "Designed by Eye Candy Quilts", "The pattern is five pages."
Formatting convention: measurements use inch-mark ″ and "x" separator, with plausible quilt dimensions (throw/queen sizes ~60–10... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:61423 | Sumit Singhal loves modern architecture. He comes from a family of builders who have built more than 20 projects in the last ten years near Delhi in India. He has recently started writing about the architectural projects that catch his imagination.
Italian Venezuelan Service Center Building in Caracas, Venezuela by Puc... | Architectural project description in translated-from-Spanish press-release style: passive constructions, technical detail, metric figures ("22.5Kw/hr", "6 degrees", "95%").
Thematic momentum: sustainability/pragmatic constraints now foregrounded — budget limitation implies economical materials, prefabrication, exposed ... |
/workspace-vast/celeste/nla-data/finefineweb_100k.parquet:train:2434 | This is hard to believe.
China recently created it’s own “artificial sun” which is actually a nuclear fusion reactor in Hefei. What’s interesting about this is that the reactor was switched on was able to become FIVE TIMES HOTTER than the actual sun!
Yes, you read that correctly.
According to the Daily Mail, the nuclea... | Informal clickbait science-news blog style: short punchy sentences, ALL CAPS emphasis, casual errors ("it's own", "out sun"), citing Daily Mail/Xinhua.
Article structure: quoted researcher statement comparing prior 2021 milestone (120 million°C for 101 seconds) to the new 1,056-second record, so continuation should des... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:49115 | Assessment of terrigenous nutrient loading to coastal ecosystems along a human land-use gradient, Tutuila, American Samoa
Shuler, Christopher K., Daniel W. Amato, Veronica Gibson, Lydia Baker, Ashley N. Olguin, Henrietta Dulai, Celia M. Smith, and Rosanna A. Alegado
Hydrology 6(1), 18 pp., https://doi.org/10.3390/hydro... | Scientific journal abstract (Hydrology, MDPI) with formal hydrogeology/biogeochemistry register; expects results-then-conclusion structure and technical terminology (SGD, radon-222, δ15N, baseflow).
Results section momentum: comparative findings across four watersheds along a human land-use gradient, expected to link n... |
/workspace-vast/asherps/nla-data/finefineweb_100k_v2.parquet:train:31662 | Psychology final exam essay questions
Psychology 101 final exam questions and answers click here - . Exam essay questions spring 2008 in developmental psychology, what kinds of things do we need to keep in mind when we talk about the environment. Psychology 100 fall 2012 madigan page 2 course requirements and grading 1... | Genre: low-quality SEO/essay-mill web page, concatenating scraped snippets about "psychology final exam essay questions," with repeated keyword stuffing and truncated fragments.
Register: informal, ungrammatical, lowercase, no punctuation consistency; sentences often break off mid-thought ("the final exam ."), suggesti... |
End of preview. Expand in Data Studio
EasyNLA warm-start for DeepSeek-V4-Flash-0731 — Opus-5 explanations
NLA (Natural Language Autoencoder) warm-start data: DeepSeek-V4-Flash-0731
layer-28 activations (last token of finefineweb prefixes; docs/positions
identical to asher577/easynla-warmstart-data) paired with gold explanations
written by claude-opus-5 (same instruction prompt as the original Sonnet-4.6
set; thinking disabled, max_tokens 400; 742,661 requests, 62 fallbacks).
Measured effect vs the Sonnet-4.6 explanation set (identical activations, rows, hyperparameters): AR critic held-out FVE 56.6% vs 47.5% after one epoch (+9.1pp; +9.0pp token-matched — Opus explanations are 13.7% longer).
Files
corpus/train.parquet,corpus/test.parquet— text-only rows (doc_id,detokenized_text_truncated,api_explanation) for re-extracting activations on other models. 735,362 train / 7,293 test rows (74,216 / 736 docs).dsv4_L28/train.parquet,dsv4_L28/test.parquet— the same rows with the DeepSeek-V4 layer-28 activation attached, in ONE unified format:doc_id,detokenized_text_truncated,explanation,n_raw_tokens,activation_layer,activation_vector(fixed-size list of 4096 float32). 735,359 train / 7,293 test rows. Build AV rows (activation →<explanation>text) and AR rows (critic prompt → activation) from these at training time with the templates indsv4_L28/nla_meta.yaml.dsv4_L28/nla_meta.yaml— reference sidecar: injection char/token contract, actor + critic prompt templates, split rule and counts.
Split
99/1 at document level. A row is test iff
zlib.crc32(doc_id.encode()) % 1000 < 10 (this is
nla.val_split.is_val_doc(doc_id, 10) in EasyNLA — deterministic, seed-free,
all ~10 positions of a document land on the same side). The corpus and
dsv4_L28 configs use the identical rule, so a doc is on the same side in both.
Why this replaced the old layout. The previous version split the pool into
disjoint av_sft / ar_sft halves (plus small val files). That was a mistake:
the verbalizer (AV) and the reconstructor (AR) must be warm-started on the
same distribution — training them on different halves gives them different
starting distributions for no benefit. Train BOTH on train; evaluate on
test. The old files live at revision a0d1bbbd5ee3e0655e894f617bc15377a74c5208 of this repo.
- Downloads last month
- 248