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pred_focalization
float64
1
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float64
1
5
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float64
1
5
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float64
1
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float64
1
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float64
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5
http://dialoguetalk.org/anya-gallaccio-interview/freeze-exhibition/
4.016
2.566
2.727
2.242
1.184
3.086
2.33
3.32
2.115
f87c5e9da4b24c92aaea35771dea1fc1
2.826
2.455
2.949
1.491
1.999
1.847
1.079
2.852
1
https://www.agilefoundations.com/post/2017/09/19/product-backlog-estimates
1
1.06
1.607
1.047
1
1.497
1.057
1
1.027
https://onlygunsandmoney.com/2011/08/20/result-of-chicago-dragging-its-fee.html
1
1
1.137
3.174
3.504
3.059
1.255
2.584
1.647
https://www.thisdaylive.com/index.php/2022/01/01/archbishop-martins-urges-nigerians-to-enter-2022-with-optimism/
1
1.685
1.978
1.741
1.035
1.553
4.523
3.389
1.117
https://www.diyphotography.net/these-are-four-big-mistakes-food-photographers-keep-making/
1.881
1.151
3.414
1.258
1.201
2.877
1
1.602
3.037
0efba974605a89efd6ba1bcaba58f655
1.05
1
1.134
1
1.145
4.055
1.318
1.515
2.129
https://www.valexander.com/2022/10/12/update-the-railroads-and-unions-tentative-agreement-is-really-struggling/
1
1
1.526
3.076
3.494
1.63
2.811
2.24
1.127
https://massivelyop.com/2022/01/13/elite-dangerous-odyssey-had-a-difficult-calendar-year-but-frontier-claims-an-upturn-in-player-sentiment/
2.182
2.346
3.123
2.246
1.757
2.182
3.277
2.07
1.119
d6dd39591d7f68dec05826dd408aec56
1.091
1.003
2
1
1.821
1.729
2.072
1.131
1.274
a1691955022b4c5fbd3dadb113903ce2
1
1
1
1
1.064
1.513
1.285
2.646
1
https://www.broadwayworld.com/central-pa/article/Review-CHICAGO-at-Dutch-Apple-Dinner-Theatre-20220813
1
1.263
1.206
1.162
1.255
1.407
1.026
1
1.186
15962960
1.06
1.03
1
1
1.002
1.903
3.109
4.18
1
https://kotaku.com/the-anacrusis-might-be-a-worthy-successor-to-left-4-dea-1848377955
4.684
1.955
3.33
2.891
4.633
3.301
1.279
1.698
2.094
eff5f51db383f9dff0152db33ae1dba7
1.161
1.737
3.266
1.686
2.457
1.729
1.045
2.834
1.11
969153b3f0d48b5d83bf81d898667176316c24e8
1
1.283
1
1
1.618
3.145
2.904
4.625
2.105
http://jmomfinds.amoores.com/2009/08/set-your-own-combination-lock/
4.23
1.642
3.713
1.766
2.1
3.523
2.932
2.428
1.912
https://pancakesandfrenchfries.com/2013/03/books-until-the-end-of-time/
3.842
1.91
3.145
1
1.087
2.268
2.043
1
1.1
https://www.mainstreetnews.com/jackson/elected-officials-gather-for-traditional-new-years-day-program/article_ad764f69-a2b0-5ab8-839d-e6e0083daf60.html
1
1.422
1.739
2.094
1.009
2.004
5
3.363
1.468
aa2c331a08f4cb38c7785a0ee703877b
1.475
1
2.316
1
1
2.525
3.641
1.178
1
b8fd719b17663ffff1e075e7d041fe4b
1.769
1.639
2.193
1.022
1.069
2.912
1.364
3.482
2.541
https://www.greensburgdailynews.com/news/local_news/heavy-trash-week-coming-soon/article_80bf0c6a-18bf-11ed-b753-5fa91e82d24d.html
1.006
1
1.857
1.627
1.676
2.527
4.695
4.035
1.542
https://libn.com/2020/04/22/100-million-fund-created-for-fallen-health-workers-families/
1
1.196
1.256
2.416
1.639
2.021
2.744
2.887
1
https://www.veganbodybuilding.com/forums/topic/8544-perhaps-the-best-in-vegan-muscle/?tab=comments#comment-111803
2.852
2.678
2.619
1
1.296
1.985
1
1
1.459
https://www.siasat.com/delhi-hc-dismisses-plea-challenging-govt-decision-on-chhath-pooja-2223312/
1.083
1
1.814
1.121
2.299
2.039
3.09
3.469
1.212
5ad224139ef1fc58ed3553efff60716f
1
1.795
2.441
2.002
1.961
1.596
1.062
1.104
1
https://www.coinspeaker.com/decentraland-sandbox-minuscule-daily-users-big-eyes-coin-pounce-over/
1
1
1.276
2.639
1.902
1.548
1.122
1.117
1.111
751094cab1bd165727e9ed27c0881415
1
1
1.112
2.795
1.258
2.746
5
5
1.456
https://citruscongress2012.org/gandhis-does-not-accept-unfortunate-criticism-says-kerala-pradesh-congress-committee-chief-k-sudhakaran-thiruvananthapuram-news/
1
1.618
2.512
1.459
3.006
1.444
1.373
3.248
1.042
e9b1ab94247d1c1a3a081da5681a3a5c
2.59
1.778
3.383
1.27
1.474
2.271
1.423
3.875
2.303
f6acdcacce2c3c9eeadcc19fb22d3245
1.019
1
1
1.726
3.082
2.064
3.857
4.574
1
https://www.broadwayworld.com/dallas/article/Bishop-Arts-Theatre-Announces-10-Commission-Awards-To-Local-Writers-20220103
2.139
1.634
2.461
3.059
1
2.373
1.121
5
1.413
http://www.armyreal.com/forum/showthread.php?s=147501f283ce5f1f5ca8a9d251013c2b&p=21975
3.045
1.404
2.92
2.525
2.043
2.354
1.767
1
1.085
https://www.digitalspy.com/soaps/hollyoaks/a38704344/hollyoaks-gabriel-clark-big-turning-point-ollie-morgan/
1.162
1.913
2.801
2.338
3.176
1.084
2.719
1.361
1
6bc6f330d269bbfdd213fe865c3ede015a2db33a
2.537
1.157
2.738
1.127
2.605
2.158
2.102
2.545
1.068
https://boards.cruisecritic.com.au/profile/510800-robandana/
3.84
2.051
3.406
1.272
1.499
2.742
1
4.645
1.771
https://www.columbusmonthly.com/lifestyle/20191007/let-loose-with-these-alternative-bouquets
1.068
1.114
1.331
1.304
1
3.355
1.566
1.159
3.191
a7eb3bb571238279d99a5d102f467fc2
1
1
1.014
1
1.017
2.344
1.205
1
1.155
https://www.allrecipes.com/recipe/74437/hummus-pizza/?event8=1&prop24=SR_Title&e11=hummus%20pizza&e8=Quick%20Search&event10=1&e7=Home%20Page
3.764
3.482
2.758
1.955
1.458
2.988
1.374
1.074
2.547
https://ewn.co.za/2022/08/21/city-of-tshwane-suspends-bus-services-due-to-worker-strike
1.557
2.324
2.357
1.741
2.322
2.07
1.056
1.723
1
https://www.nzherald.co.nz/wanganui-chronicle/sport/news/article.cfm?c_id=1503424&objectid=12267008
1
1.159
1.064
3.084
3.822
2.193
2.961
1.863
1.285
ad1680fdb59f680645703fee63b9b7ed
1
1.01
1.142
1
1.031
2.551
2.617
2.977
1
http://andinochre.tk/page/x-man-1995-55
1
1.355
2.043
1
1.172
1.687
2.625
1
1
http://986forum.com/forums/boxster-general-discussions/35789-aim-solo-dl-smartycam.html
2.098
1
2.939
1
1.082
2.734
2.521
2.043
1
5618da57f80b0cfe04f424d8e9c50864
1
1.127
1.496
1
1.15
1.583
1
1
1.083
https://factmandu.com/ybn-cordae
1.026
1.434
1.107
1.315
1.269
2.951
3.691
1.333
2.334
https://www.ok.co.uk/tv/alison-hammond-says-gastric-band-25871228
2.32
2.488
2.111
2.418
1.882
2.043
1.474
1.857
1.669
https://www.degruyter.com/journal/key/ntrev/html?lang=de
1
1
1.079
1.28
1.056
2.312
1
1
1.031
7ccb71195c67fca6ae7a718fefe7c016
1
1.257
1.14
2.545
2.969
2.979
2.234
2.195
1.898
https://tntribune.com/in-memoriam-doris-topsy-elvord-legacy-of-leadership/
2.238
1.171
2.074
2.246
1
2.471
4.109
3.848
1.217
https://www.sandiegoreader.com/news/2012/apr/14/travel-speedboat-battambang-cambodia/
3.906
2.055
2.404
2.623
2.051
4.152
3.262
4.43
3.979
https://www.foboko.com/diccionario-frases/ingles/sluice
2.34
1
2.66
1.404
1.133
3.623
1.16
2.447
2.764
http://realestatewebsitestogo.info/buying-watermelon-hash-albania.html
1.127
1.344
1.622
1
2.512
2.967
2.832
3.133
1.703
225811d4a441b86ea54a45adb57b039b
4.172
2.568
2.922
1
1
3.654
4.012
2.543
3.291
ae406a1cbbbedc7426365d8c1eaa4b78
1
1
1.112
2.646
1.104
1.807
4.996
4.848
1
https://www.benningtonbanner.com/local-news/van-crashes-in-front-of-monument-elementary-school-severs-utility-poles/article_75a27b8a-6f34-11ec-9446-2b03fcd2b38c.html
1
1.014
1.017
1.758
1.879
2.822
2.025
3.768
1
b0ea31fa8562ecfa66962d0e336836e6
1.405
1.414
2.826
1.14
1.303
1.268
1
1
1
9015881
1.386
1.969
2.113
4.516
2.42
2.102
1.128
3.299
1
https://www.wistv.com/2022/08/12/attorney-general-requesting-investigate-richland-one-purchase-cards-district-responds/
1
1.044
1
1.196
1.609
2.082
1.148
2.414
1.022
https://www.7x7.com/fireside-buzz-7-bars-thatll-warm-you-up-1780961320.html
1.479
1.089
1
1.015
1.079
3.803
2.242
3.82
2.887
https://www.newsbreak.com/news/2475913302435/i-m-this-old-remember-shopping-at-two-guys
1
1
1
1.894
1.125
1.952
2.629
3.793
1.149
https://www.forevermissed.com/zulfikar-merchant/about
1
1.373
1
5
1.33
1.91
4.566
1.604
1
76b7b94a8d085477f5d4781722eeab28
2.602
1.715
1.484
1.651
1.144
3.336
1.939
3.164
1.65
7fd0911fa6a22d34375f9bcc43952654
3.467
2.725
2.244
2.693
1.596
2.682
1.433
4.773
1.285
70f0de9d2fbe483ff69087c5b86a7424
1
1.043
2.879
1.696
3.459
1.979
1.041
3.527
1
0b6ba0a9ed68b2c2a35205efc795639a
1
1
2.549
1.738
2.561
2.213
2.096
1.749
1.097
ba67b5a8950a2ffdb58432acf13b1008
3.355
2.814
2.285
1.413
1.011
2.623
1
2.662
2.1
EN-7010-3
1.808
1.295
3.4
1.959
3.391
3.469
1.068
2.156
2.045
51adf7dc248e1193ba879c65cdcb3cac
1.488
1
3.309
1
1.828
2.84
1.25
1.069
2.012
https://www.citizensvoice.com/news/hanover-area-agrees-to-437-372-payment-to-former-official/article_5caa3ba3-b273-5d21-ad26-ca5396d71e11.html
1
1
1.446
2.297
2.832
2.113
5
2.988
1
https://depressiona.com/online-therapy-video-conferencing-what-you-need-to-know/
1
1.286
1.956
1.491
1.558
1.262
1.595
1
1
f32259cc591c35f06656b0a7dfbff0e9
1
1.673
1.862
1.441
2.902
2.604
2.344
1.119
1.52
6387639df82aa9d51b38c24b75ebde02
4.004
2.389
2.416
1
1.081
3.045
4.805
5
1.792
41d48f32361d0f951dfe2a74c09c7fe5
4.906
2.693
3.055
1.794
1.977
2.617
4.137
4.238
2.254
https://www.netsciences.com/2017/11/23/it-services-santa-fe-use-firewalls/
1.084
1.019
1
1.456
1.16
1.827
1
3.658
1
cff76fd97e4b330527c94530228e2bfd
4.52
2.412
4.379
2.879
1.966
1.636
1.331
1.404
1.146
https://www.al.com/life/2022/08/huntsville-music-festival-shutting-down-after-13-year-run.html
1.347
3.215
1.752
2.256
1.733
2.199
2.428
1.734
1.573
666525174d220104ced723fa6eb2d339
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1.293
1.031
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2.705
1.223
1.065
1.872
bcd1587c19d72bf2b4e64b657ffb3d6b
1.072
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1
1
1.049
3.387
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2.389
ad189233b7b66d8017f7bf73ae33bb8a
1
1
1.728
1
2.27
2.473
1.438
3.846
1.103
https://evokingminds.com/why-do-panoxyl-patches-turn-white-when-you-use-them/
2.354
1
2.539
2.352
1.244
3.58
1.905
1.795
4.031
https://www.businesstoday.in/latest/economy/story/noida-twin-towers-sc-allows-extension-of-supertech-buildings-demolition-till-aug-28-344500-2022-08-12
1.054
1
1.15
1.977
1.708
2.303
4.141
3.207
1.126
67ca040af56ed77097ff41f1638901c7da205898
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1
2.23
1.336
1.334
2.133
3.982
2.066
1.568
3a3895db5aa34b93abe69de089db8f7b
3.602
1.579
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2.715
1.67
2.18
2.062
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1.587
https://www.si.com/tv/college-basketball/texas-a-m-vs-arkansas-ncaa-how-to-watch-online-live-stream-free-1-8-2022
1
1
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1
1.617
2.273
1.088
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1.139
11401326
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1.014
1.009
1
1.128
2.119
4.531
1.932
1.033
https://www.hiainsurance.com.au/5000giveaway
1.062
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1.356
1.208
2.252
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2.029
1.122
https://books.google.ee/books?id=_UlIAAAAMAAJ&pg=PA5&focus=viewport&dq=editions:ISBN1331622387&hl=et&output=html_text
1.327
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1.035
1.144
1
4.379
1.644
3.146
3.5
https://fondnashedelo.ru/en/210923-lemeshev-en/
1
1.503
1.103
1.041
1
2.492
1.458
5
2.633
https://en.wikipedia.org/wiki/Clemens_Winkler
1.044
1
1
1.004
1.138
1.867
1.671
1.354
1.17
https://takshashila.org.in/lt-gen-menon-quoted-in-an-article-in-the-wire-on-the-legacy-of-gen-rawat/?utm_source=rss&utm_medium=rss&utm_campaign=lt-gen-menon-quoted-in-an-article-in-the-wire-on-the-legacy-of-gen-rawat
1
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1.705
1.399
2.16
1.476
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1.176
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3.365
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3.969
1.832
3.65
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3.094
3.363
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http://artlife.rv.ua/?area=news/230&lng=en
1.017
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1.024
1.021
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2.125
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1.974
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18607174
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1.088
1.093
2.484
1.531
2.467
5
3.379
1.197
https://sujuiceonline.com/2017/12/12/howard-washington-solid-defender-top-syracuses-zone/
1.008
1
1.623
1.124
2.334
2.662
1
2.898
1.847
https://www.mirror.co.uk/news/uk-news/woman-90-waited-40-hours-27769244
1
1
1
4.219
2.428
3.348
4.336
4.969
2.008
http://henrycoe2007.drycyclist.com/mississippi-lake-to-bear-spring/05373-cistern-800px.jpg.html
1.126
1.016
1.349
1
1.08
3.795
1.944
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2.23
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2.518
1.414
2.91
2.121
1.692
1.781
1.405
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1.202
End of preview. Expand in Data Studio

NarraDolma

NarraDolma is a large-scale narrative characterization of Dolma, the 3-trillion-token open pretraining corpus. It contains ~3M passages drawn from ~785K unique documents across all 12 Dolma sub-corpora, each labeled with a fine-grained narrative feature vector produced by NarraBert.

It is the corpus behind the paper Characterizing Narrative Content in Web-scale LLM Pretraining Data and is intended as a resource for studying how narrative qualities are distributed across pretraining data.

What's in the dataset

Each row is a 3-sentence passage with its Dolma provenance and a 12-feature narrative vector: the 11 NarraBert dimensions plus a derived event-density feature.

Group Feature Range Description
Agency focalization, emotion, cognition, change_of_state, conflict 1–5 Centrality of each agency feature
Setting concreteness, temporal_grounding, spatial_grounding, sensory 1–5 How fully the storyworld is realized
Event relations temporal_sequencing, causal_density 0–1 Fraction of adjacent event pairs that are temporally / causally related
Derived event_density ≥0 Event triggers per token

Provenance fields: dolma_id (for rehydration), source (Dolma sub-corpus), and topic (WebOrganizer topic, Common Crawl passages only).

How it was built

  1. Extraction — ~17M 3-sentence passages sampled from ~5M unique Dolma v1.7 documents, allocated proportionally across sources.
  2. Narrative scoring — a DeBERTa binary narrative classifier scores each passage; used to focus sampling on coherent narrative content.
  3. Topic classification — Common Crawl passages receive a WebOrganizer topic label (24 topics).
  4. Stratified sampling — passages drawn preserving inter-source proportions, with 25% drawn without narrative filtering to keep non-narrative text represented. NarraBert then labels every passage. For analysis, passage vectors can be aggregated to the document level (averaging across a document's passages), yielding one narrative vector per ~785K documents.

Intended use & important caveats

  • Relative, not absolute. NarraDolma deliberately over-represents narrative content, so these features describe relative concentration within the sample, not prevalence in raw Dolma. Statements like "X% of source Y is high-interiority" reflect the enriched sample only.
  • Event features are noisier. The temporal sequencing and causal density features come from a model that underperforms its LLM teacher on event relations; treat them as higher-noise than the agency and setting features.
  • Aggregate to the document level for analysis where possible — passages within a document are not independent.

Rehydration

Each row carries the Dolma unique ID so the original document text can be rejoined from the source corpus.

License & ethical considerations

Released under ODC-By, inherited from Dolma. Dolma is web-scraped and contains toxic, explicit, and personal content. Because NarraDolma pairs passage text with narrative feature labels, it could be misused to retrieve or amplify sensitive personal narratives. It is released for research and auditing; please do not use it to target, extract, or amplify sensitive personal disclosures.

Citation

@misc{johnson2026narrative,
  title         = {Characterizing Narrative Content in Web-scale LLM Pretraining Data},
  author        = {Johnson, Teagan and Ash, Elliott and Piper, Andrew and Antoniak, Maria},
  year          = {2026},
  eprint        = {2606.19468},
  archivePrefix = {arXiv},
  primaryClass  = {cs.CL},
  url           = {https://arxiv.org/abs/2606.19468}
}
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