cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c4mmdk
title: Occurrence Download

description: A dataset containing 9051142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9051142 records from 2995 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025643-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aapy9f
title: Occurrence Download

description: A dataset containing 286359 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Lysimachia nummularia L.)"
 ]
}

 The dataset includes 286359 records from 1538 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027160-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cusdfu
title: Occurrence Download

description: A dataset containing 21584 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Eragrostis curvula (Schrad.) Nees)"
 ]
}

 The dataset includes 21584 records from 460 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027280-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/py9-99g-p7d
title: Polymixis (Polymixis) polymita Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jdj-hgm-38z
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/90k-2tz-aba
title: Polyommatus Latreille, 1804

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gzc-0l1-1mc
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kmm-00s-1gz
title: Agriades Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g5c-331-jk4
title: Diacrisia purpurata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vl0-lvv-tqv
title: Perizoma albulata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zlq-04r-7qf
title: Xestia xanthographa (Denis & Schiffermüller, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ptd-v1d-hdb
title: Lycia hirtaria (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tyz-tl3-n53
title: Polymixis (Polymixis) polymita Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mpm-dc5-8th
title: Polymixis (Polymixis) polymita Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cka-l6x-lqy
title: Polyommatus Latreille, 1804

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q69-pja-l1j
title: Polyommatus Latreille, 1804

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.297d4h
title: Occurrence Download

description: A dataset containing 1616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Hong Kong, China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Macaca mulatta",
 "Year 1950-2025"
 ]
}

 The dataset includes 1616 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030779-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/p8w-vah-fpf
title: Cyaniris semiargus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/46k-99a-fqc
title: Leucania (Leucania) comma Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ys4-zmk-f3h
title: Coenonympha pamphilus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gx-bz2-yf5
title: Aphomia sociella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x3d-zz8-r8w
title: Endromis versicolora (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5zm-zky-znl
title: Xestia xanthographa (Denis & Schiffermüller, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qk5-fkr-2lf
title: Euphydryas Scudder, 1872

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17823584
title: DISTENDER indicators for Round2a (climate and socioeconomic signal) and for: Air Quality and Emissions; Urban Heat Island; Health; Water; Energy; Agroforestry; Sectorial economy; Risk and Vulnerability. Case study: Austria. Global climate model: EC-EARTH3. Scenario: SSP370.

description: Description: DISTENDER climate impact and vulnerability indicators produced in the EU project DISTENDER for five case studies https://distender.eu/the		-project . More details about the domains, the provided dataset and periods are provided in the README file. This dataset presents the results of the 		risk and vulnerability analysis in DISTENDER. This analysis is largely based on results of model simulations in the sectors air quality, health, urban		 heat, energy, water, and agriculture, forestry and other land uses. The DISTENDER methodology involved five core case studies (CCS) and two rounds. I		 n the first round (Round 1, R1), the effects of climate change were investigated using the downscaled results of three global climate models used with		  four SSPs (SSP1-2.6, SSP2-4.5, SSP3-7.0, SSP5-8.5) each. In the second round (Round 2a, R2a), socioeconomic scenarios including dynamic landuse chang		  e (localized shared socioeconomic pathways, SSPs) were included and tested with the EC-EARTH3 climate model and the four SSPs.
DOI: 10.5281/zenodo.17823585
title: DISTENDER indicators for Round2a (climate and socioeconomic signal) and for: Air Quality and Emissions; Urban Heat Island; Health; Water; Energy; Agroforestry; Sectorial economy; Risk and Vulnerability. Case study: Austria. Global climate model: EC-EARTH3. Scenario: SSP370.

description: Description: DISTENDER climate impact and vulnerability indicators produced in the EU project DISTENDER for five case studies https://distender.eu/the		-project . More details about the domains, the provided dataset and periods are provided in the README file. This dataset presents the results of the 		risk and vulnerability analysis in DISTENDER. This analysis is largely based on results of model simulations in the sectors air quality, health, urban		 heat, energy, water, and agriculture, forestry and other land uses. The DISTENDER methodology involved five core case studies (CCS) and two rounds. I		 n the first round (Round 1, R1), the effects of climate change were investigated using the downscaled results of three global climate models used with		  four SSPs (SSP1-2.6, SSP2-4.5, SSP3-7.0, SSP5-8.5) each. In the second round (Round 2a, R2a), socioeconomic scenarios including dynamic landuse chang		  e (localized shared socioeconomic pathways, SSPs) were included and tested with the EC-EARTH3 climate model and the four SSPs.
DOI: 10.3535/0h5-pr9-qk7
title: Syngrapha microgamma (Hübner, 1823)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jf3-hdd-cye
title: Orgyia (Thylacigyna) antiquoides (Hübner, 1822)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l4z-35n-jk6
title: Polymixis (Polymixis) polymita Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17026/ar/sa1v4a
title: PAN-00173380 - arched bow brooch variant A2

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173380&lt;/p&gt;
description: Modified: 2025-06-05T10:06:09+02:00
DOI: 10.3535/7e2-yyb-yqe
title: Syngrapha microgamma (Hübner, 1823)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/st0-h4x-mgc
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s9l-7cg-vj8
title: Setina irrorella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/alb-lbw-lhb
title: Pelosia muscerda (Hufnagel, 1767)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s5n-bvf-yv5
title: Polyommatus icarus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hx0-7yq-5wg
title: Polyommatus icarus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/j1e-1fh-lcc
title: Xestia (Xestia) baja [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3bm-524-4m3
title: Pygaera timon (Hübner, 1800)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6n0-qvh-fl4
title: Allophyes (Allophyes) oxycanthae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/23v-p8w-75p
title: Setina irrorella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cwn-wct-qvc
title: Euphydryas Scudder, 1872

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8yk-hvf-5tw
title: Euphydryas Scudder, 1872

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8j2-zqv-0al
title: Xanthia (Xanthia) togata Esper

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b9w-xg4-lqr
title: Agriades Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wp0-kr6-kq1
title: Dasypolia (Dasypolia) templi Thunberg, 1792

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3e4-231-b7t
title: Agriphila tristellus [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/w1q-r73-hkq
title: Agriphila tristellus [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cxr-lqx-07r
title: Catoptria verellus Zincken, 1917

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17823615
title: DISTENDER indicators for Round2a (climate and socioeconomic signal) and for: Air Quality and Emissions; Urban Heat Island; Health; Water; Energy; Agroforestry; Sectorial economy; Risk and Vulnerability. Case study: Austria. Global climate model: EC-EARTH3. Scenario: SSP585.

description: Description: DISTENDER climate impact and vulnerability indicators produced in the EU project DISTENDER for five case studies https://distender.eu/the		-project . More details about the domains, the provided dataset and periods are provided in the README file. This dataset presents the results of the 		risk and vulnerability analysis in DISTENDER. This analysis is largely based on results of model simulations in the sectors air quality, health, urban		 heat, energy, water, and agriculture, forestry and other land uses. The DISTENDER methodology involved five core case studies (CCS) and two rounds. I		 n the first round (Round 1, R1), the effects of climate change were investigated using the downscaled results of three global climate models used with		  four SSPs (SSP1-2.6, SSP2-4.5, SSP3-7.0, SSP5-8.5) each. In the second round (Round 2a, R2a), socioeconomic scenarios including dynamic landuse chang		  e (localized shared socioeconomic pathways, SSPs) were included and tested with the EC-EARTH3 climate model and the four SSPs.
DOI: 10.5281/zenodo.17823616
title: DISTENDER indicators for Round2a (climate and socioeconomic signal) and for: Air Quality and Emissions; Urban Heat Island; Health; Water; Energy; Agroforestry; Sectorial economy; Risk and Vulnerability. Case study: Austria. Global climate model: EC-EARTH3. Scenario: SSP585.

description: Description: DISTENDER climate impact and vulnerability indicators produced in the EU project DISTENDER for five case studies https://distender.eu/the		-project . More details about the domains, the provided dataset and periods are provided in the README file. This dataset presents the results of the 		risk and vulnerability analysis in DISTENDER. This analysis is largely based on results of model simulations in the sectors air quality, health, urban		 heat, energy, water, and agriculture, forestry and other land uses. The DISTENDER methodology involved five core case studies (CCS) and two rounds. I		 n the first round (Round 1, R1), the effects of climate change were investigated using the downscaled results of three global climate models used with		  four SSPs (SSP1-2.6, SSP2-4.5, SSP3-7.0, SSP5-8.5) each. In the second round (Round 2a, R2a), socioeconomic scenarios including dynamic landuse chang		  e (localized shared socioeconomic pathways, SSPs) were included and tested with the EC-EARTH3 climate model and the four SSPs.
DOI: 10.3535/r7r-rbz-qlf
title: Euphydryas Scudder, 1872

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t9t-jwv-8lg
title: Agriphila tristellus [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5hl-hfc-8x3
title: Xestia xanthographa (Denis & Schiffermüller, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lds-f94-2cl
title: Agrotis vestigialis Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rd9-gpd-h2p
title: Euphydryas Scudder, 1872

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tqq-s6j-2r8
title: Syngrapha microgamma (Hübner, 1823)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xfr-bf1-f7c
title: Catoptria verellus Zincken, 1917

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/at7-qfx-75h
title: Perizoma bifaciata (Haworth, 1809)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/evd-hw6-j1y
title: Mythimna (Mythimna) impura Hübner, 1808

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5bn-dcq-4mg
title: Oncocera Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bjj-yqw-r25
title: Hecatera bicolorata Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17053216
title: C-PASS: An Organization-centric Framework for Compliance and Penalty Assessment Using Large Language Models

description: Supplementary Materials – Annotated Corpora and Outputs
This package contains the annotated corpora and intermediate outputs associated with the paper submission "C-PASS: An Organization-centric Framework for Compliance and Penalty Assessment Using Large Language Models".



Contents
Results from each stage of the processing pipeline are provided in separate folders:





 deontic_modality_classification (Stage 1.1)/  



Deontic_modality_ground_truth_CDCA: Ground truth deontic modality classification (Obligation, Permission, Prohibition Other) for CDCA. 

Deontic_modality_ground_truth_EPMA: Ground truth deontic modality classification (Obligation, Permission, Prohibition, Other) for EPMA. 

Setfit_predictions_CDCA_and_EPMA: Deontic modality classification outputs using Setfit for CDCA and EPMA.  







definition_retrieval (Stage 1.2)/  



definitions_CDCA: Definitions retrieved from 'Other' clauses in CDCA. 

definitions_EPMA: Definitions retrieved from 'Other' clauses in EPMA.  






binding_clause_identification (Stage 1.3)/  



CDCA_profile_1_output_with_ground_truth: Binding clause identification output and ground truth for CDCA profile 1. 

CDCA_profile_2_output_with_ground_truth: Binding clause identification output and ground truth for CDCA profile 2. 

EPMA_profile_1_output_with_ground_truth: Binding clause identification output and ground truth for EPMA profile 1. 

EPMA_profile_2_output_with_ground_truth: Binding clause identification output and ground truth for EPMA profile 2.  






compliance_task_generation (Stage 2)/



 CDCA_compliance_tasks: Compliance tasks and associated elements from CDCA clauses.

CDCA_compliance_tasks_evaluation: "LLM-as-a-Judge" evaluation scores and justifications for CDCA compliance tasks. 

EPMA_compliance_tasks: Compliance tasks and associated elements from EPMA clauses.

EPMA_compliance_tasks_evaluation: "LLM-as-a-Judge" evaluation scores and justifications for EPMA compliance tasks.  




Each folder contains the corresponding outputs and/or ground truth for that stage.
DOI: 10.3535/qk7-fw0-hmc
title: Orgyia (Orgyia) antiqua (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vlk-8ay-1sg
title: Udea Guenée, 1845

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zf6-7q0-qmb
title: Achlya flavicornis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bvx-cks-z1d
title: Syngrapha microgamma (Hübner, 1823)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6f4-whm-5mw
title: Setina irrorella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h62-7n4-58d
title: Polychrysia moneta (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2fs-hpn-dcv
title: Macdunnoughia (Macdunnoughia) confusa (Stephens, 1850)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x8b-h6n-a8j
title: Boloria aquilonaris (Stichel, 1908)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17823658
title: DISTENDER indicators for Round2a (climate and socioeconomic signal) and for: Air Quality and Emissions; Urban Heat Island; Health; Water; Energy; Agroforestry; Sectorial economy; Risk and Vulnerability. Case study: Austria. Global climate model: CAN-ESM5. Scenario: SSP245.

description: Description: DISTENDER climate impact and vulnerability indicators produced in the EU project DISTENDER for five case studies https://distender.eu/the		-project . More details about the domains, the provided dataset and periods are provided in the README file. This dataset presents the results of the 		risk and vulnerability analysis in DISTENDER. This analysis is largely based on results of model simulations in the sectors air quality, health, urban		 heat, energy, water, and agriculture, forestry and other land uses. The DISTENDER methodology involved five core case studies (CCS) and two rounds. I		 n the first round (Round 1, R1), the effects of climate change were investigated using the downscaled results of three global climate models used with		  four SSPs (SSP1-2.6, SSP2-4.5, SSP3-7.0, SSP5-8.5) each. In the second round (Round 2a, R2a), socioeconomic scenarios including dynamic landuse chang		  e (localized shared socioeconomic pathways, SSPs) were included and tested with the EC-EARTH3 climate model and the four SSPs.
DOI: 10.5281/zenodo.17823659
title: DISTENDER indicators for Round2a (climate and socioeconomic signal) and for: Air Quality and Emissions; Urban Heat Island; Health; Water; Energy; Agroforestry; Sectorial economy; Risk and Vulnerability. Case study: Austria. Global climate model: CAN-ESM5. Scenario: SSP245.

description: Description: DISTENDER climate impact and vulnerability indicators produced in the EU project DISTENDER for five case studies https://distender.eu/the		-project . More details about the domains, the provided dataset and periods are provided in the README file. This dataset presents the results of the 		risk and vulnerability analysis in DISTENDER. This analysis is largely based on results of model simulations in the sectors air quality, health, urban		 heat, energy, water, and agriculture, forestry and other land uses. The DISTENDER methodology involved five core case studies (CCS) and two rounds. I		 n the first round (Round 1, R1), the effects of climate change were investigated using the downscaled results of three global climate models used with		  four SSPs (SSP1-2.6, SSP2-4.5, SSP3-7.0, SSP5-8.5) each. In the second round (Round 2a, R2a), socioeconomic scenarios including dynamic landuse chang		  e (localized shared socioeconomic pathways, SSPs) were included and tested with the EC-EARTH3 climate model and the four SSPs.
DOI: 10.3535/ynt-pph-nwp
title: Boloria aquilonaris (Stichel, 1908)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcc-4tw-ccx
title: Polyommatus Latreille, 1804

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jsp-0yw-kre
title: Atolmis rubricollis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n7m-s01-xmf
title: Vanessa atalanta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g2t-x4e-fvy
title: Hipparchia semele Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bwb-hxk-cp5
title: Hipparchia semele Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wwb-zs2-k97
title: Melitaea cinxia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.