rakhasetiawan/flint-granite-survival
Updated • 1
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id stringlengths 36 36 | text stringlengths 14 1k | metadata stringlengths 406 451 | embedding stringlengths 9.43k 9.57k |
|---|---|---|---|
80f74d0d-806f-4ed9-b942-f9dd64853c22 | 72-hour kit
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f5e1604b-2152-4373-97ed-f2c004933e5a | submit a draft for review, or request a new article.
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9fb188e9-e03f-40e3-9120-a065a26fc361 | Adaptability
Adaptability (Latin: adaptō "fit to, adjust") is a feature of a system or a process describing the capacity to
adjust in response to new conditions. adaptability in the field of organizational management can be
generally seen as the ability to change something or oneself under conditions of the environment... | {"loc": {"lines": {"to": 12, "from": 1}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version": "... | [0.025340622,0.04456573,-0.18794407,0.014303688,0.058337193,0.0007671405,0.04688511,-0.0079300245,0.027340595,0.00063038646,-0.005399569,0.0029824951,0.08022638,0.060324427,0.023469733,-0.035722334,0.021872185,-0.05462827,0.0023019705,0.03785784,-0.012834164,-0.00516756,0.022837762,-0.013062772,0.03381753,0.0617014,-0.... |
3438e822-312c-4bab-b21d-e0f002a9eb08 | [1]
Adaptability can be measured through characteristics, including responsiveness, flexibility, and stability.
[2]
Responsiveness refers to how quickly a system can detect and react to a change in the environment, like
changes in demand or changes in the amount of resources available. Flexibility refers to the ability... | {"loc": {"lines": {"to": 21, "from": 10}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version": ... | [0.020981275,0.032250244,-0.18277244,-0.0477071,0.0633309,-0.007579092,0.039684672,0.016097521,0.0023596592,-0.0019143118,0.020626467,0.03490018,0.09373476,0.06171403,-0.00066061836,-0.030852847,0.021389768,-0.054520875,0.05743277,0.06416988,-0.048683014,-0.005476497,-0.02161013,-0.017266955,0.027319865,0.08101843,-0.0... |
8254fe5f-aa31-4609-a85d-f753252314fd | the biota, such as a population of a single species, a single individual, cell, protein or gene.
In the technical research field this feature has been considered only since the late 1990s. H. P. Wiendahl
first introduced adaptability as a necessary feature of a manufacturing system in 1999.
[4]
The need to
consider ad... | {"loc": {"lines": {"to": 35, "from": 21}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version": ... | [0.023559876,0.06825255,-0.16239835,0.0017814118,0.035715375,-0.022951463,0.03373691,0.017015371,0.0018258846,-0.020528518,0.026219552,0.014779389,0.0980644,0.045246627,-0.012606086,-0.01730586,-0.0068892078,-0.054820433,0.018980067,0.059623525,0.020051528,-0.025808593,0.013810387,-0.0068230038,0.030769533,0.089013904,... |
4bb484f2-7f37-4c38-9bc0-34fd0fa4f7a8 | requirement to recognise the demand for change without any other factors involved can be expressed.
[5][6]
Terminology
Adaptability of a system | {"loc": {"lines": {"to": 36, "from": 33}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version": ... | [-0.011888663,0.07572117,-0.18647665,-0.038705274,0.02656792,-0.021504503,0.006627081,0.0024863174,0.021253273,-0.0067328527,0.01607336,0.058564503,0.06439862,0.06621895,0.053991236,0.039305914,0.019199234,-0.040633205,-0.0005722448,0.08676249,-0.028748058,-0.02013224,-0.029231796,-0.06952617,0.006138157,0.022960752,0.... |
ed1ea36a-9797-44f5-9ede-78a61911ba9e | Biological system (Mammals)
In a biological context, adaptability refers to the capacity of an organism to adapt or change to an
environment. Adaptability can be measured behaviorally and physiologically, or evolutionary, illustrating
changes to thriving in an environment. Physiologically, animals can adjust to their i... | {"loc": {"lines": {"to": 49, "from": 38}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version": ... | [0.009756053,0.0508583,-0.17947139,-0.009269571,0.060812432,0.024770081,-0.021372858,-0.0032204213,0.010728601,-0.0031889651,0.0048570833,0.04017375,0.08723988,0.07861945,-0.004433689,-0.0482673,0.008609611,-0.05629942,0.06484027,0.042584833,-0.053710368,0.003417251,0.040527727,-0.011651424,0.042968445,0.06152475,-0.03... |
b4c134c8-1c88-463d-a6c6-2c0e2a3d164a | environment through lactation. Charles Darwin's theory of natural selection explains that animals that are
better adapted to their environment are more likely to reproduce and survive. These traits can be passed on
genetically and the evolutionary changes can appear in populations over time.
Mammals, specifically human... | {"loc": {"lines": {"to": 61, "from": 49}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version": ... | [0.054657135,0.051261537,-0.17674962,-0.0010886712,0.030263463,0.08934259,0.0065912544,0.012618708,-0.0030784034,-0.0186946,0.003224739,0.018064592,0.08047422,0.050269153,-0.008445317,-0.028566882,-0.007560414,-0.046823747,0.025945505,0.036706664,-0.060192004,-0.011377674,0.03558147,0.006493324,0.014740916,0.0595371,-0... |
feaaff0c-0f33-4ebf-8a70-fc97276017d9 | [2]
Adaptability is specifically seen in humans as the human brain adapts to
situations using neuroplasticity, especially after injury.
[3]
The process of neuroplasticity is critical for learning
new skills and adapting to new environments, playing a key role in motor learning and recovery. For
example, after a strok... | {"loc": {"lines": {"to": 69, "from": 57}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version": ... | [0.05304386,0.0532643,-0.15253872,-0.04724516,0.014635254,0.02820242,0.029500054,0.058215857,0.040964503,-0.023633802,-0.017874243,0.011995362,0.026918694,-0.022505568,0.03799175,-0.050832164,-0.068625316,-0.04185973,-0.037362035,0.018501548,-0.04742785,-0.008274457,0.02233928,-0.00015837257,0.00070613524,0.07894167,-0... |
7fb046a8-5cb4-4f8d-bb36-3bbdfd805a52 | at activated synapses strengthens when a skill is frequently practiced to strengthen the neural circuit
involved. For instance, playing an instrument or practicing a technique in sports constantly can strengthen
the connections in the synapses involved in that specific task. Over time, neural efficiency increases and
t... | {"loc": {"lines": {"to": 79, "from": 69}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version": ... | [0.02684773,0.055965316,-0.18322995,-0.02546125,0.051203646,-0.043265566,0.031168533,0.06942626,0.04039855,-0.011425246,-0.011133772,0.037754096,0.035947185,0.0411408,0.027118908,0.0022297543,-0.038583286,-0.03916541,-0.01598041,0.0059985453,-0.03468163,-0.0046070153,0.048959535,0.007521431,-0.0031427718,0.059338953,-0... |
f87f23aa-5e97-40d3-b740-7c79715398e8 | memory, leading to better recall.
[4][5]
Better recall improves adaptability to their new environment.
Additionally, the brain forms new neuronal connections and pathways to improve learning during
environmental changes or injury through structural plasticity. This reflects processing and how neural codes
encode infor... | {"loc": {"lines": {"to": 86, "from": 77}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version": ... | [0.04268294,0.038542256,-0.17521363,-0.057758443,0.058789838,0.004902144,0.029589118,0.037119836,0.046955243,-0.02891154,-0.020284297,0.028363463,0.049166244,0.024139699,0.047036942,-0.03535265,-0.055495534,-0.04989337,-0.02225296,0.042417485,-0.031757962,-0.016611256,0.044494476,0.016231814,-0.012459703,0.09477763,-0.... |
daeb752d-f359-4e56-8577-165364a24248 | 2012.
4. African Bone Tools Dispute Key Idea About Human Evolution (https://web.archive.org/web/200601170
13632/http://news.nationalgeographic.com/news/2001/11/1108_bonetool_2.html) National
Geographic News article. (archived 17 January 2006)
See also
Notes
References | {"loc": {"lines": {"to": 535, "from": 529}}, "pdf": {"info": {"Title": "Fishing - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305065629+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305065629+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version": "1.... | [0.0121244425,0.069034636,-0.19808304,-0.00915753,0.038357604,0.026452295,0.04752027,-0.0062099155,-0.018606132,-0.0031406314,-0.020140883,-0.005185175,0.036891554,-0.0130737815,0.029888503,-0.058930073,-0.031161828,0.014221181,0.009265518,0.06253581,-0.012434154,0.010492902,-0.020583285,-0.03135349,0.06563844,0.030223... |
0639a1c9-de81-4ea6-8f41-4275b4cd42a8 | large role in motor learning and adaptation as these mechanisms help to restore neural function and
emphasize adaptability in the human body.
Adaptability in mammals, specifically regarding neuroplasticity, is prevalent in every-day life as it plays a key
role in memory. Adaptation to an environment through neuroplasti... | {"loc": {"lines": {"to": 102, "from": 88}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version":... | [0.035136342,0.039416756,-0.1546579,-0.035295513,0.047631778,0.011252094,0.024812039,0.03858271,0.025973238,-0.025050344,0.011267281,-0.020355651,0.048331708,0.04723297,0.017214732,-0.030920181,-0.03697674,-0.03595928,0.009940326,0.012354648,-0.012371884,0.021264886,0.026626334,0.013433037,0.031502604,0.09319377,-0.045... |
d15ef9ca-2ae3-40ca-ae17-28c366607e98 | Max Mckeown, author of Adaptability: The Art of Winning in an Age of Uncertainty
1. Conrad, Michael (1983). Adaptability. doi:10.1007/978-1-4615-8327-1 (https://doi.org/10.1007%2F978-
1-4615-8327-1). ISBN 978-1-4615-8329-5.
2. Ilardo, Melissa; Nielsen, Rasmus (December 2018). "Human adaptation to extreme environmental
... | {"loc": {"lines": {"to": 112, "from": 101}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version"... | [0.030348321,0.022914667,-0.19004668,-0.01940836,0.077225275,0.020407623,0.0027210403,0.01548785,-0.00395672,-0.012588574,-0.003324746,-0.0011323725,0.0719001,0.015996704,0.028842026,-0.027202211,-0.011384946,-0.045798276,-0.036803164,0.02350454,-0.06270701,-0.0182835,0.0035127392,-0.0035245004,0.04524913,0.0048649115,... |
c77a1263-b888-4e8a-b287-3865f2d08cea | 491743).
4. Yau, Joyce L. W.; McNair, Kara M.; Noble, June; Brownstein, David; Hibberd, Carina; Morton, Nik;
Mullins, John J.; Morris, Richard G. M.; Cobb, Stuart; Seckl, Jonathan R. (26 September 2007).
"Enhanced Hippocampal Long-Term Potentiation and Spatial Learning in Aged 11β-Hydroxysteroid
Dehydrogenase Type 1 Kn... | {"loc": {"lines": {"to": 123, "from": 111}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version"... | [-0.013489775,0.0600777,-0.17250904,-0.030976953,0.035998397,-0.020137524,0.019884147,-0.00037682065,-0.00063984765,-0.019767566,-0.0515229,0.012688716,0.05985656,-0.0006615668,0.04687122,-0.084057055,-0.016455797,-0.035873596,-0.03391394,0.055143863,-0.02530142,-0.021243889,-0.05355745,-0.048770852,0.08215181,0.061946... |
e75e9028-c38b-490d-b541-75eba2f1d092 | 6. Gazerani, Parisa (July 2025). "The neuroplastic brain: current breakthroughs and emerging frontiers"
(https://doi.org/10.1016%2Fj.brainres.2025.149643). Brain Research. 1858 149643.
doi:10.1016/j.brainres.2025.149643 (https://doi.org/10.1016%2Fj.brainres.2025.149643).
PMID 40280532 (https://pubmed.ncbi.nlm.nih.gov/4... | {"loc": {"lines": {"to": 135, "from": 125}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version"... | [0.004744774,0.052955806,-0.15605116,-0.015462453,0.049627412,-0.0003766866,0.02612954,0.029026333,0.032179914,-0.03717539,0.0008812715,-0.023757277,0.042180035,-0.009074006,0.05690182,-0.07888209,-0.054465085,-0.043852106,-0.019974357,0.039638977,-0.039174456,0.01829275,-0.035884228,-0.03282048,0.042848457,0.0638593,-... |
bd3591b1-8544-400f-817b-72f4b9180c62 | Bibcode:2000PNAS...97.4398M (https://ui.adsabs.harvard.edu/abs/2000PNAS...97.4398M).
doi:10.1073/pnas.070039597 (https://doi.org/10.1073%2Fpnas.070039597). PMC 18253 (https://ww
w.ncbi.nlm.nih.gov/pmc/articles/PMC18253). PMID 10716738 (https://pubmed.ncbi.nlm.nih.gov/1071
6738).
9. Hopper, L. M.; Brosnan, S. F. (2012).... | {"loc": {"lines": {"to": 139, "from": 134}}, "pdf": {"info": {"Title": "Adaptability - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305063628+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305063628+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version"... | [0.009521186,0.060706023,-0.18881482,-0.07496929,0.088305704,0.043208286,0.0061583063,-0.021382283,-0.026396424,-0.031332634,-0.008100299,0.011619125,0.059842274,0.0346881,0.029036267,-0.045357045,-0.022123953,-0.042237926,-0.01047988,0.026034566,-0.07036579,0.016637316,-0.0080622565,-0.028574875,0.064557835,-0.0080635... |
369a206c-d004-472c-a99b-4078372bc16d | the abundance by inviting others to enjoy a feast. Asked about this practice, one hunter laughed and
replied, "I store meat in the belly of my brother."
[37][38]
Carol Stack's All Our Kin describes both the positive and negative sides of a network of obligation and
gratitude effectively constituting a gift economy. Her... | {"loc": {"lines": {"to": 266, "from": 261}}, "pdf": {"info": {"Title": "Gift economy - Wikipedia", "Creator": "Chromium", "ModDate": "D:20260305073211+00'00'", "Producer": "Skia/PDF m145", "CreationDate": "D:20260305073211+00'00'", "IsXFAPresent": false, "PDFFormatVersion": "1.4", "IsAcroFormPresent": false}, "version"... | [0.0365364,0.05685054,-0.1964665,-0.06301196,0.027453916,-0.002883984,-0.052719314,0.020079307,0.027660396,-0.0077655814,-0.061051346,0.01470459,0.06632492,0.059852567,0.052148815,0.0031829225,0.014728586,-0.0006271091,0.008545537,0.08854331,-0.060050394,0.0026560414,-0.004573459,0.02480094,0.03459577,-0.0031441655,-0.... |
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Survival Domain Knowledge Safety Wikipedia Embeddings
Pre-computed vector embeddings from Wikipedia articles covering Survival, Going Off-Grid, and other items related to offline preparedness — ready to drop into your RAG pipeline without any embedding overhead.
Dataset Details
| Property | Details |
|---|---|
| Embedding Model | nomic-ai/nomic-embed-text-v1.5 (135M) |
| Vector Dimensions | 768 |
| Source | Wikipedia |
| Topics | Survival, Off-Grid, Disaster Management related to offline preparedness |
| Format | CSV (vectors + metadata) |
Quickstart
import pandas as pd
import ast
df = pd.read_csv("hf://datasets/rakhasetiawan/survival-knowledge-embedding-wikipedia/blob/main/survival_domain_vector_embeddings.csv")
# Convert the embedding column from string to list
df["embedding"] = df["embedding"].apply(ast.literal_eval)
print(df.head())
License
Dataset content is sourced from Wikipedia and is available under the Creative Commons Attribution-ShareAlike 4.0 license.
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