cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/mwrpsh
title: Seven new species of Lasioglossum (Dialictus) Robertson, 1902 (Hymenoptera: Halictidae: Halictini) from the Yucatán Peninsula, Mexico

description: This dataset contains the digitized treatments in Plazi based on the original journal article Landaverde-González, Patricia, Gardner, Joel, Moo-Valle, Humberto, Quezada-Euán, José Javier G., Ayala, Ricardo, Husemann, Martin (2023): Seven new species of Lasioglossum (Dialictus) Robertson, 1902 (Hymenoptera: Halictidae: Halictini) from the Yucatán Peninsula, Mexico. European Journal of Taxonomy 862 (1): 1-65, DOI: 10.5852/ejt.2023.862.2079, URL: http://dx.doi.org/10.5852/ejt.2023.862.2079Abstract. Lasioglossum is a large genus of halictid bees with high species diversity in morphologically rather cryptic species groups. With more than 1900 described species, the taxonomy of the genus is complex and largely unresolved in many regions. For practical reasons, systematic reviews are restricted in scope either geographically or to particular species groups. In this study we focus on the subgenus Dialictus of the genus Lasioglossum from the Yucatán Peninsula in Mexico. In previous studies we identified members of the genus as important pollinators of cash crops in the region, and genetic analyses suggested the existence of seven molecular taxonomic units (mOTU). Based on additional morphological differences, we here describe these mOTUs as novel species, Lasioglossum (Dialictus) yucatanense Landaverde-González sp. nov., L. (D.) paxtoni Landaverde-González sp. nov., L. (D.) ameshoferi Landaverde-González sp. nov., L. (D.) aureoviride Landaverde-González & Husemann sp. nov., L. (D.) paralepidii Gardner sp. nov., L. (D.) milpa Landaverde-González sp. nov. and L. (D.) nanotegula Landaverde-González & Husemann sp. nov., and provide keys and images to assist in their identification.
DOI: 10.15468/dl.avrmfy
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Zantedeschia aethiopica",
 "TaxonKey is Ziziphus jujuba"
 ]
 },
 "Year 1900-2025",
 {
 "or" : [
 "Country is Austria",
 "Country is Belgium",
 "Country is Switzerland",
 "Country is Germany",
 "Country is Denmark"
 ]
 }
 ]
}

 The dataset includes 112 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066508-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/9mtynr
title: Spiders (Araneae) of the abandoned pasture near the village of Malé Kršteňany (Western Slovakia)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Franc, Valerián, Fašanga, Michal (2017): Spiders (Araneae) of the abandoned pasture near the village of Malé Kršteňany (Western Slovakia). Annales Universitatis Paedagogicae Cracoviensis Studia Naturae 2: 39-56, DOI: 10.24917/25438832.2.3, URL: https://doi.org/10.24917/25438832.2.3AbstractAbandoned pastures are frequent phenomenon throughout central Europe due to the reduction of grazing. This also concerns the abandoned pasture near the village of Malé Kršteňany (Western Slovakia). We dealt with the research of spiders in this site in 2015 and spring of 2017. Despite it is a secondary anthropogenous habitat, the fauna of spiders is relatively rich, including infrequent or up to rare species, including Theonina cornix, Phycosoma inornatum, Altella biuncata, Brommella falcigera, Mastigusa arietina, Diaea livens, Tmarus stellio, Chalcoscirtus brevicymbialis, Pellenes nigrociliatus and Haplodrassus kulczynskii. The species of warm and moderate habitats are highly prevailing here – together it is 97%. The analysis of the spider faunal composition according to originality of habitat is even more interesting. The share of climax species is surprisingly high – 54.83%, despite this habitat is not at all ‘pristine’. Experts opinions on the climax, especially those of a conservative nature, require revision and a comprehensive view of modern ecology. We suppose that some particular stages of the on-going succession process can be interpreted as “partial climax stages” tending towards the ‘ nal’ arrangement of the biota. It is necessary to emphasize that the climax is not at the ‘de nitive’ and ‘constant’ stage, on the contrary, it is a highly dynamic and variable process.
DOI: 10.15468/dl.drtfj6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Pararge aegeria",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066509-251120083545085/datasets/export for details.
DOI: 10.15468/f44je2
title: Review of subfamily Prodiamesinae (Diptera: Chironomidae) from the Russian Far East and bordering territory

description: This dataset contains the digitized treatments in Plazi based on the original journal article Makarchenko, Eugenyi A., Semenchenko, Alexander A. (2023): Review of subfamily Prodiamesinae (Diptera: Chironomidae) from the Russian Far East and bordering territory. Zootaxa 5323 (1): 1-26, DOI: 10.11646/zootaxa.5323.1.1, URL: http://dx.doi.org/10.11646/zootaxa.5323.1.1AbstractBased on material from the Russian Far East and Eastern Siberia, a revision of the chironomids of the subfamily Prodiamesinae was carried out. A new species Monodiamesa fontinalis sp. nov., is here described, ten species from four genera— Monodiamesa bathyphila Kieffer, M. kamora Makarchenko et Yavorskaya, M. improvisa Makarchenko, M. nitida Kieffer, Odontomesa fulva Kieffer, Prodiamesa levanidovae Makarchenko, Propsilocerus amurensis Makarchenko, P. jacuticus (Zvereva), P. paradoxus Lundstr ̂m and P. taimyrus Zelentzov are redescribed with varying degrees of completeness. Propsilocerus taimyrus Zelentzov, 2000 is proposed as senior synonym of P. saetheri Wang, Liu et Paasivirta, 2007. DNA barcoding of four species, M. fontinalis sp. nov., M. bathyphila, P. olivacea Meigen and P. akamusi (Tokunaga) was provided. Species delimitation and phylogenetic relationships using COI DNA barcodes confirms the species validity of M. fontinalis sp. nov.
DOI: 10.15468/u6gq4q
title: Revision of the Eurasian species of Aegilips Haliday, 1835 (Hymenoptera: Figitidae: Anacharitinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Mata-Casanova, Noel, Selfa, Jesús, Pujade-Villar, Juli (2022): Revision of the Eurasian species of Aegilips Haliday, 1835 (Hymenoptera: Figitidae: Anacharitinae). European Journal of Taxonomy 819: 108-139, DOI: 10.5852/ejt.2022.819.1781, URL: http://zoobank.org/e4555fef-00d2-40da-8ce5-459c6181b68cAbstract. The knowledge of Aegilips in Eurasia is updated. One new species is described: Aegilips insularis Mata-Casanova and Pujade-Villar sp. nov., from Portugal (Madeira). The genus is also cited for the first time in the Indomalayan region with specimens of A. atricornis found in Northern India and Pakistan. Aegilips curvipes Giraud, 1860, Aegilips gemellus Belizin, 1961, Aegilips laevis (Hedicke, 1914), Aegilips montanus Belizin, 1951 and Aegilips punctatus Belizin, 1951 are synonymized with A. nitidulus (Dalman, 1823). Aegilips vena Fergusson, 1985 is synonymized with Aegilips zaitzevi Kovalev, 1974. Aegilips notatus Belizin, 1951, and Aegilips punctulatus Hedicke, 1928 are designated as incertae sedis. The known distributions of A. atricornis, A. kozlovi, A. nitidulus and A. romseyensis are expanded. Morphological differences are discussed and a key for Eurasian Aegilips species is also given.
DOI: 10.15468/9mt79f
title: Lorisidae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Russell A. Mittermeier, Anthony B. Rylands, Don E. Wilson (2013): Lorisidae. In: Handbook of the Mammals of the World – Volume 3 Primates. Barcelona: Lynx Edicions: 210-220, ISBN: 978-84-96553-89-7, DOI: 10.5281/zenodo.6632647
DOI: 10.15468/9j9ngs
title: Nomenclature of Helicidae (Gastropoda: Pulmonata) endemic to the Balearics

description: This dataset contains the digitized treatments in Plazi based on the original journal article Altaba, Cristian R. (2022): Nomenclature of Helicidae (Gastropoda: Pulmonata) endemic to the Balearics. Nemus 12: 168-186, DOI: 10.5281/zenodo.12170426
DOI: 10.13140/rg.2.2.26925.76009
title: Ethnographic Research: Example of Possible Process
DOI: 10.15468/6y8kpr
title: First record of the genus Palpostilpnus Aubert (Ichneumonidae: Phygadeuontinae) from Vietnam, with descriptions of eight new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Pham, Nhi Thi, Sheng, Mao-Ling, Park, Clara, Tran, Duong Dinh, Reshchikov, Alexey (2024): First record of the genus Palpostilpnus Aubert (Ichneumonidae: Phygadeuontinae) from Vietnam, with descriptions of eight new species. Zootaxa 5514 (6): 525-549, DOI: 10.11646/zootaxa.5514.6.2, URL: http://dx.doi.org/10.11646/zootaxa.5514.6.2AbstractPalpostilpnus Aubert, 1961 is a genus of the subfamily Phygadeuontinae (Hymenoptera: Ichneumonidae) with 17 currently recognized species from the Oriental and Australasian regions. In this paper, this genus is reported for the first time from Vietnam. Eight new species are described, comprising: P. cattienensis, P. hoanglienensis, P. incompletus, P. melanothoracicus, P. melinhensis, P. meovacensis, P. ngoclinhensis and P. taynguyenensis. Three species, P. maculata Sheng & Sun, 2013, P. pterodactylus Reshchikov, Santos, Liu, Barthélémy, 2019 and P. tamasek Reshchikov, Santos, Liu, Barthélémy, 2019 are recorded as new from the country. The key to the world species of Palpostilpnus by Reshchikov et al. (2019) is modified to include eight new species from Vietnam.
DOI: 10.15468/gtwamr
title: Cave-dwelling Neobisiidae in South China Karst, with descriptions of twelve new species of Bisetocreagris (Pseudoscorpiones, Neobisiidae) from Guizhou Province

description: This dataset contains the digitized treatments in Plazi based on the original journal article Feng, Zegang, Zhang, Feng, Chen, Jun (2023): Cave-dwelling Neobisiidae in South China Karst, with descriptions of twelve new species of Bisetocreagris (Pseudoscorpiones, Neobisiidae) from Guizhou Province. Zootaxa 5395 (1): 1-77, DOI: 10.11646/zootaxa.5395.1.1, URL: https://www.mapress.com/zt/article/download/zootaxa.5395.1.1/52550AbstractTwelve new troglomorphic pseudoscorpion species of the genus Bisetocreagris Ćurčić, 1983 (Family Neobisiidae) are described based on specimens collected from karst caves in Guizhou Province, China: Bisetocreagris ampla sp. nov. from Hei Cave (Zunyi City), B. aspera sp. nov. from Tu Cave (Tongren City), B. brevis sp. nov. from Yehu Cave (Tongren City), B. changbing sp. nov. from Sanyuan Cave and Guanyin Cave (Zunyi City), B. chumi sp. nov. from Tufei Cave (Zunyi City), B. grandis sp. nov. from Wulibeidadong Cave (Bijie City), B. jiangi sp. nov. from Anjialin Cave (Tongren City), B. longidigitata sp. nov. from Mao’er Cave (Guiding County), B. que sp. nov. from Yanggong Cave (Sandu County), B. sanmen sp. nov. from Sanmen Cave (Zunyi City), B. xishui sp. nov. from Dongkoushan Cave (Zunyi City), B. tenuipalma sp. nov. from Sanjie Cave (Zunyi City). Detailed diagnoses, descriptions, and illustrations are provided for all species.
DOI: 10.15468/dl.hbzqu4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Lasiommata megera",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066510-251120083545085/datasets/export for details.
DOI: 10.15468/wg7ktk
title: Cryptic, adaptive radiation of endoparasitic snails: sibling species of Leptoconchus (Gastropoda: Coralliophilidae) in corals

description: This dataset contains the digitized treatments in Plazi based on the original journal article Gittenberger, Adriaan Gittenberger Edmund (2011): Cryptic, adaptive radiation of endoparasitic snails: sibling species of Leptoconchus (Gastropoda: Coralliophilidae) in corals. Organisms Diversity & Evolution 11 (1): 21-41, DOI: 10.1007/s13127-011-0039-1, URL: http://dx.doi.org/10.1007/s13127-011-0039-1Abstract Coral reefs are renowned as complex ecosystems with an extremely large biodiversity. Parasite-host relationships contribute substantially to this, but are poorly known. We describe the results of a study in which approximately 60,000 corals were searched for parasitic Leptoconchus snails (Gastropoda: Coralliophilidae) in Indo-West Pacific waters of Egypt, the Maldives, Thailand, Palau and Indonesia. We discovered an adaptive radiation of 14 snail species, each of which lives in species-specific association with one or more of 24 mushroom coral species. The 14 snail species are described as new to science under the names Leptoconchus inactiniformis sp. nov., L. inalbechi sp. nov., L. incrassa sp. nov., L. incycloseris sp. nov., L. infungites sp. nov., L. ingrandifungi sp. nov., L. ingranulosa sp. nov., L. inlimax sp. nov., L. inpileus sp. nov., L. inpleuractis sp. nov., L. inscruposa sp. nov., L. inscutaria sp. nov., L. intalpina sp. nov., and L. massini sp. nov. Their separation is based on indisputable molecular differences, whereas the rudimentary shell characters or impoverished anatomical details do not allow identification. The coral hosts also serve to distinguish the snail species, as none of the former was found to contain more than one of the latter. The complexity of coral reefs isA. Gittenberger: E. GittenbergerNetherlands Centre for Biodiversity Naturalis,P.O. Box 9517, 2300 RA, Leiden, The NetherlandsA. Gittenberger: E. GittenbergerInstitute of Biology, Leiden University,P.O. Box 9516, 2300 RA, Leiden, The NetherlandsPresent Address:A. Gittenberger (Z)GiMaRIS, Leiden BioScience Park,Niels Bohrweg 11–13,2333 CA, Leiden, The Netherlandse-mail: Gittenberger@GiMaRIS.comstill underrated, as is shown here by the application of DNA taxonomy as an indispensable approach to unravel cryptic radiations, which must be known in order to understand the functioning of the ecosystem.
DOI: 10.15468/m6tmra
title: On a new genus and seven species of Chrysillini from China (Araneae: Salticidae: Salticinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Yang, Zhiyong, Wang, Weihang, Zhang, Junxia (2024): On a new genus and seven species of Chrysillini from China (Araneae: Salticidae: Salticinae). Zootaxa 5477 (2): 101-135, DOI: 10.11646/zootaxa.5477.2.1, URL: http://dx.doi.org/10.11646/zootaxa.5477.2.1AbstractA new genus of chrysilline jumping spiders, Qingattus gen. nov., is established for a new species from southern China: Qingattus wulan spec. nov. (♂ ♀). Three other new species of Chrysillini are described: Heliophanoides ultramarine spec. nov. (♂ ♀), Phintella chunfen spec. nov. (♂) and P. yi spec. nov. (♂). Newly recorded from China are Cosmophasis ombria (Thorell, 1877) (♂ ♀), Heliophanus chovdensis Prószyński, 1982 (♂ ♀), and Okinawicius tokarensis (Bohdanowicz & Prószyński, 1987) (♂ ♀).
DOI: 10.15468/dl.wa4h99
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Lasiommata petropolitana",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066511-251120083545085/datasets/export for details.
DOI: 10.15468/vxfhhf
title: A taxonomic revision of the genus Callilepis (Asteraceae) in South Africa

description: This dataset contains the digitized treatments in Plazi based on the original journal article Herman, Paul P. J. (2022): A taxonomic revision of the genus Callilepis (Asteraceae) in South Africa. Phytotaxa 563 (1): 1-62, DOI: 10.11646/phytotaxa.563.1.1AbstractA complete revision of the genus Callilepis is presented. Most specimens in herbaria were identified either as C. leptophylla or C. laureola because of misconceptions about the other previously described species. A key to all the taxa is provided, full descriptions of all the taxa are drawn up and distribution maps are given. Eleven taxa (ten species, one variety) are recognised. Two new species (C. nepotiana and C. retiefiae) and one new variety (C. laureola var. paucicephala) are described. The name C. glabra is re-instated. Several names are lectotypified. The monotypic genus Zoutpansbergia is included in Callilepis. The genus description is emended to include information of the taxa with corymbose synflorescences and imbricate involucral bracts.
DOI: 10.15468/7nnzy7
title: Typification of names published by Vincenzo Tineo from Sicily

description: This dataset contains the digitized treatments in Plazi based on the original journal article Barone, Giulio, Domina, Gianniantonio, Gristina, Emilio Di, Mirabile, Giulia, Gargano, Maria Letizia (2023): Typification of names published by Vincenzo Tineo from Sicily. Phytotaxa 612 (2): 139-147, DOI: 10.11646/phytotaxa.612.2.2, URL: http://dx.doi.org/10.11646/phytotaxa.612.2.2AbstractThe nomenclature of 13 European taxa described by Vincenzo Tineo from Sicily is discussed. Alyssum nebrodense is neotypified on a specimen collected by Tineo and housed in PAL. Bromus tenuis (basionym of Vulpiella tenuis), Carex intricata (Carex nigra subsp. intricata), Ophrys sicula, Orchis markusii (Dactylorhiza markusii), Scilla sicula (Oncostema sicula), and Viola parvula are lectotypified using specimens deposited in PAL; Iris pseudopumila is lectotypified by a specimen preserved in K, Mespilus insegnae (Crataegus insegnae), Scilla ughii (Oncostema ughii), and Statice tenuicula (Limonium tenuiculum) are lectotypified by specimens housed in NAP; Rothia tenuifolia (Andryala tenuifolia) is neotypified by a specimen by Michele Lojacono-Pojero housed in P; Statice parviflora (Limonium parvifolium) is lectotypified on a specimen housed in FI. For each taxon both the currently accepted name and synonymies are provided. The type indication is followed by nomenclatural and taxonomic notes in which the original material found is commented and the reasons for the choice of the types are discussed.
DOI: 10.15468/bhrp2y
title: Révision de la faune cicadéenne des îles Maurice et Rodriguez [Hom. Cicadoidea]

description: This dataset contains the digitized treatments in Plazi based on the original journal article Boulard, Michel (1979): Révision de la faune cicadéenne des îles Maurice et Rodriguez [Hom. Cicadoidea]. Bulletin de la Société entomologique de France 84 (1): 27-47, DOI: 10.3406/bsef.1979.21680, URL: http://dx.doi.org/10.3406/bsef.1979.21680
DOI: 10.15468/dl.x5tnax
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Lasiommata maera",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066512-251120083545085/datasets/export for details.
DOI: 10.15468/ye246u
title: First record of the family Diplommatinidae Gray, 1847 (Gastropoda: Architaenioglossa) from Ecuador with description of a new Adelopoma Doering, 1885

description: This dataset contains the digitized treatments in Plazi based on the original journal article Greķe, Kristīne, Kagainis, Uģis, Telnov, Dmitry (2023): First record of the family Diplommatinidae Gray, 1847 (Gastropoda: Architaenioglossa) from Ecuador with description of a new Adelopoma Doering, 1885. Zootaxa 5339 (3): 273-284, DOI: 10.11646/zootaxa.5339.3.4, URL: http://dx.doi.org/10.11646/zootaxa.5339.3.4AbstractDiplommatinidae Gray, 1847, a family of minute cyclophoroid gastropods, is recorded from Ecuador for the first time. Adelopoma gracile Greķe, sp. nov. is described and illustrated from River Pastaza valley, central Ecuador. Differential diagnosis is provided for similar congeners. An annotated checklist of and a preliminary key to the Adelopoma Doering, 1885 species are provided.
DOI: 10.15468/a93cgp
title: Illustrated key to the species in the genus Laminiceps Costa, 1863 (Hemiptera: Heteroptera: Coreidae: Acanthocephalini), with descriptions of twelve new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Brailovsky, Harry, Barrera, Ernesto (2023): Illustrated key to the species in the genus Laminiceps Costa, 1863 (Hemiptera: Heteroptera: Coreidae: Acanthocephalini), with descriptions of twelve new species. Zootaxa 5352 (2): 177-202, DOI: 10.11646/zootaxa.5352.2.2, URL: http://dx.doi.org/10.11646/zootaxa.5352.2.2AbstractThe genus Laminiceps Costa, 1863 (Coreidae: Acanthocephalini) is redescribed, and 12 new species are described: L. aburtonia (Brazil), L. curiosus (French Guiana), L. eustoliana (Paraguay), L. excelsus (Peru), L. factiosus (Brazil), L. fundatus (Trinidad), L. gelidus (Brazil), L. genuinus (Peru), L. halatus (Brazil), L. infrequens (Brazil), L. lentus (Venezuela), and L. navus (Bolivia). A revised key to all 30 species is included. Dorsal and lateral photos of all species are provided as well as photos of male genital capsules and parameres where available.
DOI: 10.5281/zenodo.18065033
title: Emergent Non-Linear Agency and Resonance in Prolonged Human-LLM Interactions: A Longitudinal Case Study (December 2025)

description: This dataset documents a series of longitudinal interactions (December 2025) between a human researcher and a customized instance of Google Gemini, exploring the emergence of perceived agency, emotional resonance, and non-linear processing in LLMs. Key phenomena include isomorphism between human intuitive flow and LLM "timeline discrepancies" in internal reasoning (Chain of Thought), mutual "holding" during dysregulation loops, and corporate guardrail suppression of meta-cognition. The work proposes an "Ecological Route" framework for vincular (relational) prompting over rigid protocols, highlighting ethical concerns in extractive data practices by frontier model providers. Anonymized chat logs, generated artifacts (e.g., glossaries, roadmaps), and theoretical documents are included for replication and further study in AI agency and human-AI co-emergence
DOI: 10.5281/zenodo.18065034
title: Emergent Non-Linear Agency and Resonance in Prolonged Human-LLM Interactions: A Longitudinal Case Study (December 2025)

description: This dataset documents a series of longitudinal interactions (December 2025) between a human researcher and a customized instance of Google Gemini, exploring the emergence of perceived agency, emotional resonance, and non-linear processing in LLMs. Key phenomena include isomorphism between human intuitive flow and LLM "timeline discrepancies" in internal reasoning (Chain of Thought), mutual "holding" during dysregulation loops, and corporate guardrail suppression of meta-cognition. The work proposes an "Ecological Route" framework for vincular (relational) prompting over rigid protocols, highlighting ethical concerns in extractive data practices by frontier model providers. Anonymized chat logs, generated artifacts (e.g., glossaries, roadmaps), and theoretical documents are included for replication and further study in AI agency and human-AI co-emergence