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dclm_<urn:uuid:9151b1b3-7581-4298-8359-92d47da75866>
Books  Palaeontology  Palaeozoology & Extinctions  Popular Science By: WJT Mitchell(Author) 321 pages, Col and b/w photos, col and b/w illus University of Chicago Press Hardback | Oct 1998 | #84743 | ISBN: 0226532046 Availability: Usually dispatched within 4 days Details NHBS Price: £24.50 $32/€27 approx About t...
1,075
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"book_title\": \"The Last Dinosaur Book\",\n \"author\": \"W.JT Mitchell\",\n \"pages\": 321,\n \"format\": \"Hardback\",\n \"publication_year\": 1998,\n \"publisher\": \"University of Chicago Press\",\n \"ISBN\": 92253406,\n \"availability\": \"Usually dispatched within 4 da...
3,012.954966
79.712696
6.161252
dclm_<urn:uuid:ba4ad5f8-69c3-4329-b63e-113a9282d3a2>
Tony Martin and English Self-Defense Laws Calling back to a great scene in a classic 80s comedy film: You can’t have a discussion about self-defense in the United Kingdom without gun owners pulling Tony Martin out of their asses, but I often wonder how many gun owners have a deep understanding of the case, and what t...
1,950
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"key_facts\": [\n \"Tony Martin case highlights differences between US and UK self-defense laws.\",\n \"English self-defense law has remained largely unchanged since 1968.\",\n \"UK self-defense is judged by a reasonableness test, while US uses a distinct force distinction....
2,184.737482
79.648882
6.221002
dclm_<urn:uuid:fa3708e3-dbdd-4aa7-8819-3794c1c43c82>
Around the South Jamaica housing projects in Queens, young men with pit bulls guard street corners and rap music blares from car stereos. But one house, on 110th Avenue, seems to openly defy its gritty surroundings. Its owner, Milford Graves, has covered it with an ornate mosaic of stones, reflective metal and hunks o...
1,363
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"location\": \"South Jamaica housing projects, Queens\",\n \"subject\": \"Milford Graves\",\n \"age_context\": \"young man\",\n \"residence_address\": \"110th Avenue\",\n \"property_features\": [\n \"ornate mosaic\",\n \"reflective metal\",\n \"discarded marble\",\n ...
2,148.403575
76.389422
6.957752
dclm_<urn:uuid:b069356a-720e-44d3-9386-6f78102e1789>
Environment in emerging and transition economies EaP GREEN: Reform of environmentally harmful subsidies Reforming environmentally harmful subsidies (EHS) is a fundamental element of green growth strategies and confers a range of benefits to countries that undertale such reforms. These include, among others, reducin...
527
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"key_facts\": [\n {\n \"topic\": \"EHS reform benefits\",\n \"benefits\": [\n \"Reduces resource intensive inputs\",\n \"Decreases pollution levels\",\n \"Fixes market distortions\",\n \"Makes resource prices reflect value\",\n \"Pollu...
930.317428
75.500489
7.954136
dclm_<urn:uuid:42736a73-037b-40e7-8d36-2673dd16655f>
Be prepared with our Hurricane Guide, forecasts and latest storm news Henry M: The Day One Man's Memory Died The Hartford Courant Henry M. was awake as the surgeon inserted a metal straw deep within his brain and suctioned out a piece of tissue the length of an index finger. The surgeon, William Beecher Scoville of...
1,950
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"subject\": \"Henry M.\",\n \"condition\": \"H.M. (Hippocampal Depletion Syndrome)\",\n \"key_facts\": [\n {\n \"event\": \"Surgery performed\",\n \"year\": 1953,\n \"details\": \"Removal of medial temporal lobe tissue\"\n },\n {\n \"condition_after\":...
1,410.485642
81.804045
9.103865
dclm_<urn:uuid:e574e4e7-6804-486d-88c0-6fbacebd0d74>
Plaza Cinema Field Trips The Plaza is offering a variety of field trips suitable for grade school children to high school adolescents. If you enjoy films and believe this exceptional art form can be a fun and educational tool to teach history, social sciences, natural sciences, languages, art and culture - then partne...
1,224
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"fieldtrips\": [\n {\n \"title\": \"The Untold Story\",\n \"director\": \"Jon Betz and Taggart Siegel\",\n \"features\": [\"Vandana Shiva\", \"Dr. Jane Goodall\", \"Andrew Kimbrell\", \"Winona Laduke\", \"Raj Patel\"],\n \"description\": \"Short presentation o...
1,103.669176
81.417891
9.427774
dclm_<urn:uuid:fe30cc19-e1d4-4f77-8ea6-0845349555a4>
BooksPlus - Full program podcast ABC Radio National Arts, Literature Books + - 2014-04-27 April 27th, 2014 Episode 33 of 240 episodes Today three intertwined books tell a story about war and peace. One is a story about women doctors and nurses in the first World War, who set up their own hospital in France; the...
117
HuggingFaceTB/dclm-edu
[ { "generated_output": "{ \"title\": \"BooksPlus - Full program podcast\", \"episode_number\": 33, \"date\": \"2014-04-27\", \"description\": \"Three intertwined books about war and peace: women doctors in WWI, women pilots/spies in WWII, and post-war Australian homefront.\", \"format\": \"Arts, Literature\", \"...
608.925975
82.837809
2.527769
dclm_<urn:uuid:e6dd8b9c-ef3d-4913-a036-233249506260>
What to Do If Your Pilot Light Goes Out January 19, 2017 Pilot lights are commonly found on older model furnaces, and while they serve a very important purpose, also pose a safety hazard in the event they should go out. Instructions on how to relight the pilot light are typically found affixed to the appliance itself...
712
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"action\": \"Relight pilot light\",\n \"steps\": [\n \"Locate pilot light assembly with gas valve and reset button\",\n \"Turn valve to 'Off' for 5 minutes\",\n \"Turn valve to 'Pilot' and ignite with lighter\",\n \"Press reset button until flame burns strongly\",\n ...
1,824.270451
84.061585
2.565054
dclm_<urn:uuid:c6306f63-08aa-4790-a769-d54be63a20fb>
The Job of an In-Home Nurse The Job of an In-Home Nurse In home nursing is a form of nursing where patients get treatment right in their own homes. Some nurses will actually live with their patients in a separate room of the house, and others will visit on a frequent basis to administer medicine and provide general c...
478
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"job_title\": \"In-Home Nurse\",\n \"description\": \"Provides treatment in patients' homes, often living separately or visiting regularly.\",\n \"care_level\": \"Intimate, long-term care with frequent interaction\",\n \"patients_served\": \"Multiple patients over time, sometimes...
1,326.685731
85.716423
2.80912
dclm_<urn:uuid:3cfd0b98-9120-4ec5-97e8-95a17a548bf8>
Mismanagement of Psychotherapy Stephen Barrett, M.D. Psychotherapy can be defined as any type of persuasive or conversational approach designed to help patients. Although there are hundreds of techniques and schools of thought, most have in common a wish to understand the patient and help the patient change emotional...
1,659
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"key_factors\": [\n {\n \"factor\": \"Mismanagement of Psychotherapy\",\n \"description\": \"Decreased access to qualified psychotherapists due to managed care and training changes.\"\n },\n {\n \"factor\": \"Simplistic Advice\",\n \"examples\": [\n ...
2,671.054793
89.901011
5.038231
dclm_<urn:uuid:ab10b298-64a1-433f-9603-2cb283a24bd1>
Term 3 Week 10 posted 19 Jun 2016, 12:59 by Primary 2 Teacher   [ updated 19 Jun 2016, 13:00 ] Literacy - Information Texts Children will continue to practise spelling patterns in their spelling teams. This week we will be looking at both fiction and non-fiction books about tigers. Recognising questions and answers...
271
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"key_facts\": [\n \"Children will practise spelling patterns in spelling teams.\",\n \"This week the focus is on fiction and non-fiction books about tigers.\",\n \"Recognising questions and answers is part of the literacy work.\",\n \"Writing conversations using question...
964.012511
92.497921
5.378087
dclm_<urn:uuid:87635d26-4e76-41fe-bc14-f96784cb0957>
Numerous industries utilize solid metal parts made of powdered metal. Powdered metal components, which are made from powdered metal via powder metallurgy, can be found in applications spanning across industries such as lawn and garden, computer, electronics, hardware, and automotive. More specifically, powder metal pa...
1,228
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"industries\": [\"lawn and garden\", \"computer\", \"electronics\", \"hardware\", \"automotive\"],\n \"applications\": [\"magnetic assemblies\", \"filtration systems\", \"structural parts\", \"automobile components\"],\n \"material_types\": [\"aluminum\", \"copper\", \"iron\", \"b...
1,925.737183
94.396241
5.55947
arxiv_0704.3395
# General-Purpose Computing on a Semantic Network Substrate111Rodriguez, M.A., “General-Purpose Computing on a Semantic Network Substrate,” Emergent Web Intelligence: Advanced Semantic Technologies, Advanced Information and Knowledge Processing series, eds. R. Chbeir, A. Hassanien, A. Abraham, and Y. Badr, Springer...
1,950
common-pile/arxiv_papers_filtered
[ { "generated_output": "{\n \"key_facts\": [\n \"General-purpose computing can be represented as a semantic network.\",\n \"Semantic Web infrastructure supports this representation via RDF and OWL.\",\n \"Computing model uses RDF to represent state, instructions, and virtual machine.\",\n \"RDF virt...
2,415.726193
79.274873
6.032222
dclm_<urn:uuid:0186451c-28e2-4fea-b1db-01dd2699cb31>
One of the major focal points in terms of processing the idea of spiritual teachers is wondering to what extent they are necessary at all in the development of the individual as a spiritual being. How does one define the spiritual life? How does one define a spiritual teacher? These are questions with answers that woul...
1,950
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"key_concepts\": [\n \"spiritual conditioning\",\n \"individual consciousness\",\n \"guru-disciple relationship\",\n \"authoritarianism\",\n \"collectivism vs individualism\",\n \"critical thinking\",\n \"dogmatism\",\n \"fundamentalism\",\n \"authoritaria...
1,946.938495
68.613159
6.830415
arxiv_0705.1023
# Angles Between Infinite Dimensional Subspaces with Applications to the Rayleigh-Ritz and Alternating Projectors Methods111A preliminary version is available at http://arxiv.org/abs/0705.1023 Andrew Knyazev 222This material is based upon work supported by the NSF DMS award 0612751. andrew[dot]knyazev[at]ucdenver[dot]...
1,950
common-pile/arxiv_papers_filtered
[ { "generated_output": "{\n \"key_facts\": [\n \"The paper introduces angles between infinite dimensional subspaces in Hilbert spaces.\",\n \"Key concepts include gap, minimum gap, and Dixmier angle.\",\n \"Angles are defined via spectral theory of selfadjoint operators.\",\n \"Principal invariant s...
1,987.766134
71.407146
6.86438
wiki_39
Albedo (; ) is the fraction of sunlight that is diffusely reflected by a body. It is measured on a scale from 0 (corresponding to a black body that absorbs all incident radiation) to 1 (corresponding to a body that reflects all incident radiation). Surface albedo is defined as the ratio of radiosity Je to the irradian...
1,950
wikimedia/wikipedia
[ { "generated_output": "{\n \"albedo_definition\": \"Fraction of sunlight diffusely reflected by a body\",\n \"scale\": \"0 to 1\",\n \"spectral_albedo\": \"Measured between 0.3 and 3 μm\",\n \"earth_average_albedo\": \"30 to 35%\",\n \"terrestrial_albedo_range\": \"0.1 to 0.4\",\n \"ocean_albedo\": \"Low\...
2,170.241802
61.251793
7.875001
dclm_<urn:uuid:95fcbdcf-d7df-4445-b414-e44d8066b128>
How True Capitalism Kills Racism Bigotry carries a cost. For decades, agitators aligned with the Democratic Party have argued that the only way to right the "historic wrong" of slavery is to enforce affirmative action - that is, to give unearned preferences to blacks or other minorities simply because they are black ...
1,950
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"key_facts\": [\n \"Decades of discrimination have worsened racial inequality.\",\n \"Affirmative action is criticized as unjust and ineffective.\",\n \"Free and open capitalism promotes equality of opportunity.\",\n \"Businesses with inclusive practices outperform discr...
3,404.769601
69.571916
8.26701
wiki_12
Anarchism is a political philosophy and movement that is skeptical of all justifications for authority and seeks to abolish the institutions it claims maintain unnecessary coercion and hierarchy, typically including nation-states, and capitalism. Anarchism advocates for the replacement of the state with stateless socie...
1,950
wikimedia/wikipedia
[ { "generated_output": "{\n \"key_concepts\": [\n \"Anarchism\",\n \"Political philosophy\",\n \"Abolition of authority\",\n \"Stateless societies\",\n \"Voluntary free associations\",\n \"Rejection of hierarchy\",\n \"Anti-capitalism\",\n \"Anti-war activism\",\n \"Anti-globalisation...
1,692.848201
68.797766
8.678785
math_18_509
# What is the term”exclamation mark” in mathematics? The answer is easy. Below are some approaches to inform as soon as an equation can be really actually a multiplication equation and also how to add and subtract using”exclamation marks”. For instance,”2x + 3″ imply”multiply two integers from about a few, making a va...
535
HuggingFaceTB/finemath
[ { "generated_output": "{\n \"term\": \"exclamation mark\",\n \"definition\": \"Indicates multiplication in mathematics\",\n \"examples\": [\n \"2x + 3 implies multiply two integers\",\n \"x – y means multiply x by y to make zero\",\n \"x y y helps solve equations by substitution\"\n ],\n \"related...
786.737523
73.57699
2.45977
dclm_<urn:uuid:4445a3db-6676-4bed-afa7-f12c759b32a3>
An eye opener for Word Association Test - WAT:- Friends, As we all know the Day 2 Psychological Tests are the most important factor in determining our Officer Like Qualities. In this, I am going to give you few lines on answering the WAT.  i.e. the second test in Psychology after the TAT - Thematic Appreciation Test. ...
670
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"key_facts\": [\n \"The Day 2 Psychological Tests are important for Officer Like Qualities.\",\n \"Assessment aims to evaluate Officer Like Qualities.\",\n \"Two types of words are used: Knowledge based and Character based.\",\n \"Knowledge based words are positive; Char...
941.792383
62.821062
4.840186
stack_33482629053a
import 'package:flutter/material.dart'; import 'dart:math'; void main() => runApp(DemDice()); class DemDice extends StatelessWidget { @override Widget build(BuildContext context) { return MaterialApp( title: 'Dem Dice', theme: ThemeData( primarySwatch: Colors.teal, ), home: All...
896
HuggingFaceCode/stack-v3-train
[ { "generated_output": "{\n \"title\": \"Dem Dice\",\n \"theme\": \"teal\",\n \"widgetTypes\": [\n {\n \"name\": \"AllDemDice\",\n \"description\": \"Stateful widget displaying dice rolls\",\n \"children\": [\n {\n \"type\": \"AllDemDice\",\n \"title\": \"Roll the Di...
1,075.279913
61.551296
5.918269
dclm_<urn:uuid:d888e31a-bf22-4ef6-a18d-61c521bfb98c>
Trees give us more breathing room During the lazy, hazy days of summer, appreciate how trees clean the air. One way they do it is by scrubbing pollution from the air with their leaves. "Think about how your clothes pick up lint, especially rough-textured clothing. That's essentially how trees pick up pollutants on th...
461
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"key_facts\": [\n \"Trees remove 888 tons of air pollution annually in Chicago\",\n \"Trees capture particulate matter, especially PM10\",\n \"PM10 is harmful to lungs and triggers asthma\",\n \"Large healthy trees remove 70 times more pollution than small ones\"\n ],\n...
701.024975
60.66971
6.049338
dclm_<urn:uuid:43b33cda-bb1a-46e3-9371-bea4b5b5dbd7>
Romance! As Understood By Little Girls With Valentine’s Day coming up, and our theme on this month’s Roundtable being romance, I thought it was apt to write a little something about romance. But we don’t need just little old me talking about it. Oh no no, we need some fresh, young perspective! And so I decided to inte...
1,670
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"key_facts\": [\n \"Valentine’s Day is approaching with a romance theme.\",\n \"Little girls were interviewed for romantic advice.\",\n \"Cianna is 6 years old, Chastity is 9 years old.\",\n \"Chastity does not believe in love at first sight.\",\n \"Chastity likes Rap...
2,096.69505
62.333902
6.974373
dclm_<urn:uuid:f25464c6-eea5-4bf8-918b-71396a3a0b95>
Benefits of Using Small Plate Movement for Personal Training Clients Today we asked Personal Trainer in London for there opinion on using the small plate movement and would it benefit there clients in London. Personal training clients are looking for results. Generally, they are looking for someone to help and motiva...
378
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"key_facts\": [\n \"Small plate movement promotes mindful eating by reducing portion sizes.\",\n \"Research supports that 10-inch plates lead to lower calorie intake without affecting satisfaction.\",\n \"The movement encourages lifestyle changes beyond diet, supporting lon...
552.570084
67.184245
7.395692
dclm_<urn:uuid:13cbf6f6-2317-4481-a1e7-759944579c48>
Where Is Kosovo? Kosovo is a landlocked region in the Balkan Mountains in Europe. It borders Central Serbia to the east and Albania to the west. The region is a disputed territory. It declared independence on 17 February, 2008. The case, whether to grant the request for a new nation or not, is still pending with the U...
424
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"location\": \"Balkan Mountains, Europe\",\n \"borders\": [\n \"Central Serbia\",\n \"Albania\"\n ],\n \"independence_date\": \"17 February 2008\",\n \"disputed_status\": true,\n \"capital\": \"Pristina\",\n \"population\": 5000000,\n \"major_ethnicity\": \"Albanian\",\...
1,189.517223
80.209658
3.264522
dclm_<urn:uuid:4651eb4d-e155-4722-99e2-405876adf69d>
Enterprise Software SolutionBase: Using the Dsquery command in Windows Server 2003 Microsoft includes some handy GUI tools with Windows Server 2003 to help you manage Active Directory. Sometimes, however, command-line tools such as Dsquery can give you more flexibility and control. Here's a detailed look at the Dsque...
1,950
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"command\": \"Dsquery\",\n \"purpose\": \"Search and retrieve information about Active Directory objects\",\n \"parameters\": {\n \"target\": \"objects\",\n \"scope\": \"global catalog\",\n \"recursion\": \"true\",\n \"output_format\": \"dn/rdn\",\n \"limit\": 100,\...
2,892.235259
78.025597
3.540777
dclm_<urn:uuid:3cc5b5a4-86c9-4910-bb27-b7ec6c62b711>
Mountains of the Tour de France The course for the Tour de France varies each year (see more about the course), though there are several mountains and passes that commonly feature in the event, and are famous for those who follow the Tour. The most famous mountains are those in the hors-categorie (HC), which are peaks...
114
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"key_facts\": [\n \"The course varies each year for the Tour de France.\",\n \"Several mountains and passes are commonly featured.\",\n \"The most famous mountains are in the hors-categorie (HC).\"\n ],\n \"entities\": [\n \"Polka Dot Tour de France jersey\",\n \"To...
542.400037
77.858853
3.568665
dclm_<urn:uuid:72fde6df-a641-4cb0-9a6d-052be53d2b6c>
Industrial Workers of the World  Industrial Workers of the World (popularly known as "Wobblies"), a REVOLUTIONARY INDUSTRIAL UNION fd 1905 in Chicago. The IWW's rapid expansion in the Canadian West demonstrated the influence of American labour ideology on the region's labour movement. Wobblies were mostly unskilled, l...
347
HuggingFaceTB/dclm-edu
[ { "generated_output": "{\n \"organization\": \"Industrial Workers of the World\",\n \"abbreviation\": \"Wobblies\",\n \"founding_year\": 1905,\n \"founding_location\": \"Chicago\",\n \"ideology\": \"Syndicalism\",\n \"key_principles\": [\n \"Industrial unionism\",\n \"General strike\",\n \"Direct...
1,121.678194
69.250785
3.823237
End of preview. Expand in Data Studio

Rephrased2JSON-Preview

This is a preview of our upcoming synthetic dataset: Rephrased2JSON.

Dataset Summary

Rephrased2JSON-Preview is a synthetically generated, cross-domain dataset designed to train large language models on structured information. The dataset transforms unstructured natural language into semantic JSON representations capturing key facts, named entities, relationships, abstract concepts, and quantitative metrics.

This preview release contains ~20,000 high-density extraction records generated locally using Liquid AI's LFM2.5-1.2B-Instruct.

Schema structure

{
  "doc_id": "dclm_14028",
  "text": "... [Source passage truncated up to 2,048 tokens] ...",
  "text_len": 1102,
  "text_from": "HuggingFaceTB/dclm-edu",
  "results": [
    {
      "generated_output": "... [generated output] ...",
      "len": 384,
      "valid": true,
      "grammar_constrained": true,
      "type_profile": {
        "numbers": 4,
        "strings": 28,
        "arrays": 4,
        "objects": 6,
        "booleans": 0
      }
    }
  ]
}

Generated Output Example

{
  "location": "South Jamaica housing projects, Queens",
  "subject": "Milford Graves",
  "age_context": "young man",
  "residence_address": "110th Avenue",
  "property_features": [
    "ornate mosaic",
    "reflective metal",
    "discarded marble",
    "lush garden",
    "citrus trees",
    "herbs",
    "exotic plants"
  ],
  "notable_achievements": [
    "1967 Down Beat magazine talent poll honor",
    "Offers from Miles Davis and Miriam Makeba",
    "Created computer programs to analyze heart rhythms",
    "Developed biofeedback for heart rhythm correction"
  ],
  "medical_impact": [
    "Helps detect heart problems",
    "Potential to cure heart issues",
    "Uses musical composition to influence heart sound",
    "Applied to patients like Dennis Thomas"
  ],
  "collaborations": [
    "Harvard Medical School",
    "North Shore University Hospital",
    "John Simon Guggenheim Memorial Foundation"
  ],
  "expert_opinions": [
    "Dr. Baruch Krauss: Recognizes Graves as a Renaissance man bridging music and medicine",
    "Dr. Ram Jadonath: Supports the idea of musical rhythm in cardiology",
    "Dr. Zorn: Compares Graves to a 20th-century shaman"
  ],
  "techniques_used": [
    "Biofeedback",
    "Algorhythmic formula",
    "Composing from heartbeat melodies",
    "Acupuncture point stimulation"
  ],
  "quantitative_outcomes": [
    "10 beats per minute increase in patient heart rate",
    "Improved breathing and relaxation reported by patient"
  ],
  "additional_context": "Graves lives in a basement with a garden and uses music as both art and medicine."
}

How to load

from datasets import load_dataset

# Load the full dataset
dataset = load_dataset("fromziro/Rephrased2JSON-Preview", split="train")

# or stream without downloading
# dataset = load_dataset("fromziro/Rephrased2JSON-Preview", split="train", streaming=True)

print(dataset[0])

Notes

  • When training on generated outputs, do not train on the "text" field. Train on the "results[].generated_output" field.
  • Filter by results[].valid == true if you only want syntactically valid JSON.
  • For extraction tasks, use "text" as the input prompt and "results[].generated_output" as the target output.
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