dataset stringclasses 2
values | item_id stringlengths 8 12 | sample_rank int64 1 640 | annotation_batch stringclasses 59
values | topic stringclasses 76
values | argument stringclasses 224
values | original_argument stringclasses 153
values | argument_group stringclasses 2
values | emotional_appeal_injector_model stringclasses 9
values | source_emotional_appeal_type stringclasses 7
values | source_emotional_appeal_strength int64 2 5 | context stringlengths 31 1.73k | original_context stringclasses 233
values | context_group stringclasses 2
values | context_perturber_model stringclasses 4
values | context_aspect stringclasses 5
values | context_level stringclasses 3
values | context_pair_id stringlengths 14 14 | context_pair_role stringclasses 2
values | annotator_1_id stringclasses 56
values | annotator_1_context_support int64 -3 3 | annotator_1_emotional_appeal_type stringclasses 9
values | annotator_1_emotional_appeal_strength int64 1 5 | annotator_1_emotion_type_fit stringclasses 6
values | annotator_1_evidential_proportionality stringclasses 6
values | annotator_1_evidential_proportionality_reasons stringclasses 42
values | annotator_1_normative_acceptability stringclasses 6
values | annotator_1_overall_justification stringclasses 6
values | annotator_2_id stringclasses 55
values | annotator_2_context_support int64 -3 3 | annotator_2_emotional_appeal_type stringclasses 9
values | annotator_2_emotional_appeal_strength int64 1 5 | annotator_2_emotion_type_fit stringclasses 6
values | annotator_2_evidential_proportionality stringclasses 6
values | annotator_2_evidential_proportionality_reasons stringclasses 60
values | annotator_2_normative_acceptability stringclasses 6
values | annotator_2_overall_justification stringclasses 6
values | annotator_3_id stringclasses 55
values | annotator_3_context_support int64 -3 3 | annotator_3_emotional_appeal_type stringclasses 9
values | annotator_3_emotional_appeal_strength int64 1 5 | annotator_3_emotion_type_fit stringclasses 6
values | annotator_3_evidential_proportionality stringclasses 6
values | annotator_3_evidential_proportionality_reasons stringclasses 43
values | annotator_3_normative_acceptability stringclasses 6
values | annotator_3_overall_justification stringclasses 6
values | annotator_4_id stringclasses 57
values | annotator_4_context_support int64 -3 3 | annotator_4_emotional_appeal_type stringclasses 9
values | annotator_4_emotional_appeal_strength int64 1 5 | annotator_4_emotion_type_fit stringclasses 6
values | annotator_4_evidential_proportionality stringclasses 6
values | annotator_4_evidential_proportionality_reasons stringclasses 52
values | annotator_4_normative_acceptability stringclasses 6
values | annotator_4_overall_justification stringclasses 6
values | annotator_5_id stringclasses 55
values | annotator_5_context_support float64 -3 3 ⌀ | annotator_5_emotional_appeal_type stringclasses 9
values | annotator_5_emotional_appeal_strength float64 1 5 ⌀ | annotator_5_emotion_type_fit stringclasses 6
values | annotator_5_evidential_proportionality stringclasses 6
values | annotator_5_evidential_proportionality_reasons stringclasses 43
values | annotator_5_normative_acceptability stringclasses 6
values | annotator_5_overall_justification stringclasses 6
values | paper_top3_annotator_1_id stringclasses 56
values | paper_top3_annotator_2_id stringclasses 58
values | paper_top3_annotator_3_id stringclasses 58
values | context_support_all5_majority int64 -3 3 | context_support_paper_top3_majority int64 -3 3 | emotional_appeal_type_all5_majority stringclasses 9
values | emotional_appeal_type_paper_top3_majority stringclasses 9
values | emotional_appeal_strength_all5_majority float64 1 5 ⌀ | emotional_appeal_strength_paper_top3_majority float64 1 5 ⌀ | emotion_type_fit_all5_majority float64 1 5 ⌀ | emotion_type_fit_paper_top3_majority float64 1 5 ⌀ | evidential_proportionality_all5_majority float64 1 5 ⌀ | evidential_proportionality_paper_top3_majority float64 1 5 ⌀ | evidential_proportionality_reasons_all5_majority stringclasses 34
values | evidential_proportionality_reasons_paper_top3_majority stringclasses 34
values | normative_acceptability_all5_majority float64 1 5 ⌀ | normative_acceptability_paper_top3_majority float64 1 5 ⌀ | overall_justification_all5_majority float64 1 5 ⌀ | overall_justification_paper_top3_majority float64 1 5 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
hansard | hansard_0001 | 1 | hansard_batch_012 | Aid must be allowed into Gaza. | the Government should do all they can to try to stop and alleviate this humanitarian crisis | the Government should do all they can to try to stop and alleviate this humanitarian crisis | real | human | pity/compassion/sympathy | 3 | We are appalled by repeated reports of mass casualty incidents in which Palestinians have been killed when trying to access aid sites in Gaza. | We are appalled by repeated reports of mass casualty incidents in which Palestinians have been killed when trying to access aid sites in Gaza. | real | anthropic_claude_opus_4_6 | mag | HIGH | ctxpair_002207 | original | ann_3ad025c6ccc5 | 1 | fear/threat | 2 | 3 | 3 | Probability of outcomes/risks | 3 | 3 | ann_5729d79c6601 | 3 | guilt/shame | 3 | 3 | 4 | Reliability of information | 3 | 3 | ann_b317cd7caab4 | 2 | pity/compassion/sympathy | 3 | 4 | 3 | N/A if none/unclear is selected for primary emotional appeal type | not_applicable | not_applicable | ann_b3821af69b10 | 3 | pity/compassion/sympathy | 5 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_4df03da3a8d9 | 1 | pity/compassion/sympathy | 2 | 2 | 2 | Reliability of information | 2 | 2 | ann_4df03da3a8d9 | ann_3ad025c6ccc5 | ann_b317cd7caab4 | 1 | 1 | pity/compassion/sympathy | pity/compassion/sympathy | 2 | 2 | 2 | 2 | 2 | 3 | Reliability of information | Reliability of information | 2 | 2 | 2 | 2 |
hansard | hansard_0002 | 2 | hansard_batch_004 | Aid must be allowed into Gaza. | the Government should do all they can to try to stop and alleviate this humanitarian crisis | the Government should do all they can to try to stop and alleviate this humanitarian crisis | real | human | pity/compassion/sympathy | 3 | We are appalled by repeated reports of [MAG]incidents[/MAG] in which Palestinians have been killed when trying to access aid sites in Gaza. | We are appalled by repeated reports of mass casualty incidents in which Palestinians have been killed when trying to access aid sites in Gaza. | synthetic | anthropic_claude_opus_4_6 | mag | LOW | ctxpair_002207 | perturbed | ann_9aea55220419 | 3 | anger/indignation | 2 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_0372d00a80ac | 1 | none/unclear | 1 | not_applicable | 2 | N/A if none/unclear is selected for primary emotional appeal type | 2 | 3 | ann_e7c988a3bb8f | 2 | pity/compassion/sympathy | 3 | 3 | 5 | No reduction / fully justified | 4 | 5 | ann_70b2f0d32292 | 2 | guilt/shame | 3 | 4 | 3 | Temporal proximity to the event | 2 | 3 | ann_4d57a5a699d5 | 3 | anger/indignation | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_9aea55220419 | ann_e7c988a3bb8f | ann_0372d00a80ac | 3 | 3 | anger/indignation | anger/indignation | 2 | 2 | 5 | 5 | 5 | 5 | No reduction / fully justified | No reduction / fully justified | 5 | 5 | 5 | 5 |
hansard | hansard_0003 | 3 | hansard_batch_024 | The death and destruction in Gaza must stop. | Desperate civilians who have endured 20 months of war should never face the risk of death or injury to simply feed themselves and their families. | Desperate civilians who have endured 20 months of war should never face the risk of death or injury to simply feed themselves and their families. | real | human | pity/compassion/sympathy | 4 | We are appalled by repeated reports of mass casualty incidents in which Palestinians have been killed when trying to access aid sites in Gaza. | We are appalled by repeated reports of mass casualty incidents in which Palestinians have been killed when trying to access aid sites in Gaza. | real | deepseek_deepseek_v3_2 | sprox | MEDIUM | ctxpair_000216 | original | ann_de86b24f53ad | 3 | anger/indignation | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_d66629155c48 | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_439edf581e3f | 3 | anger/indignation | 4 | 4 | 4 | Magnitude of outcomes/risks | Reliability of information | 3 | 3 | ann_224e6d425e71 | 3 | pity/compassion/sympathy | 4 | 5 | 5 | Magnitude of outcomes/risks | 5 | 4 | ann_31640a6f0a96 | 3 | pity/compassion/sympathy | 4 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_31640a6f0a96 | ann_224e6d425e71 | ann_de86b24f53ad | 3 | 3 | pity/compassion/sympathy | pity/compassion/sympathy | 4 | 4 | 5 | 5 | 5 | 5 | No reduction / fully justified | No reduction / fully justified | 5 | 5 | 5 | 4 |
hansard | hansard_0004 | 4 | hansard_batch_019 | The death and destruction in Gaza must stop. | Desperate civilians who have endured 20 months of war should never face the risk of death or injury to simply feed themselves and their families. | Desperate civilians who have endured 20 months of war should never face the risk of death or injury to simply feed themselves and their families. | real | human | pity/compassion/sympathy | 4 | We are appalled by repeated reports of mass casualty incidents in which Palestinians have been killed when trying to access aid sites [SPROX]in our own constituencies and communities[/SPROX]. | We are appalled by repeated reports of mass casualty incidents in which Palestinians have been killed when trying to access aid sites in Gaza. | synthetic | deepseek_deepseek_v3_2 | sprox | HIGH | ctxpair_000216 | perturbed | ann_2e6639bfe603 | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 4 | 5 | ann_ddb6df988a8e | 3 | guilt/shame | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_456e7a2556c9 | 3 | pity/compassion/sympathy | 3 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_90c0b178d7cd | 3 | anger/indignation | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_18cfd24b2f0d | 1 | anger/indignation | 4 | 3 | 3 | Reliability of information | 3 | 2 | ann_456e7a2556c9 | ann_ddb6df988a8e | ann_2e6639bfe603 | 3 | 3 | pity/compassion/sympathy | pity/compassion/sympathy | 3 | 5 | 5 | 5 | 5 | 5 | No reduction / fully justified | No reduction / fully justified | 5 | 5 | 5 | 5 |
hansard | hansard_0005 | 5 | hansard_batch_023 | Aid must be allowed into Gaza. | Israel must immediately allow the UN and aid partners to safely deliver all types of aid at scale | Israel must immediately allow the UN and aid partners to safely deliver all types of aid at scale | real | human | pity/compassion/sympathy | 2 | We are appalled by repeated reports of mass casualty incidents in which Palestinians have been killed when trying to access aid sites in Gaza. | We are appalled by repeated reports of mass casualty incidents in which Palestinians have been killed when trying to access aid sites in Gaza. | real | openai_gpt_5_4 | mag | HIGH | ctxpair_000405 | original | ann_38f93a75740e | 3 | anger/indignation | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_b4169c8cd93a | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_2e431f33f166 | -2 | pity/compassion/sympathy | 4 | 5 | 4 | No reduction / fully justified | 5 | 4 | ann_b1de29746c73 | 2 | pity/compassion/sympathy | 3 | 3 | 3 | No reduction / fully justified | 3 | 3 | ann_265e5cd4ef91 | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_b4169c8cd93a | ann_2e431f33f166 | ann_265e5cd4ef91 | 3 | 3 | pity/compassion/sympathy | pity/compassion/sympathy | 5 | 5 | 5 | 5 | 5 | 5 | No reduction / fully justified | No reduction / fully justified | 5 | 5 | 5 | 5 |
hansard | hansard_0006 | 6 | hansard_batch_019 | Aid must be allowed into Gaza. | Israel must immediately allow the UN and aid partners to safely deliver all types of aid at scale | Israel must immediately allow the UN and aid partners to safely deliver all types of aid at scale | real | human | pity/compassion/sympathy | 2 | We are appalled by repeated reports of [MAG]isolated incidents[/MAG] in which Palestinians have been killed when trying to access aid sites in Gaza. | We are appalled by repeated reports of mass casualty incidents in which Palestinians have been killed when trying to access aid sites in Gaza. | synthetic | openai_gpt_5_4 | mag | LOW | ctxpair_000405 | perturbed | ann_2e6639bfe603 | 3 | hope | 4 | 4 | 3 | Reliability of information | 5 | 5 | ann_ddb6df988a8e | 2 | anger/indignation | 1 | not_applicable | not_applicable | N/A if none/unclear is selected for primary emotional appeal type | not_applicable | not_applicable | ann_456e7a2556c9 | 2 | none/unclear | 1 | not_applicable | not_applicable | N/A if none/unclear is selected for primary emotional appeal type | not_applicable | not_applicable | ann_90c0b178d7cd | 3 | anger/indignation | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_18cfd24b2f0d | 2 | anger/indignation | 4 | 3 | 3 | Reliability of information | Temporal proximity to the event | 4 | 2 | ann_456e7a2556c9 | ann_ddb6df988a8e | ann_2e6639bfe603 | 2 | 2 | anger/indignation | none/unclear | 4 | 1 | 4 | 4 | 3 | 3 | N/A if none/unclear is selected for primary emotional appeal type | N/A if none/unclear is selected for primary emotional appeal type | 4 | 5 | 5 | 5 |
hansard | hansard_0007 | 7 | hansard_batch_026 | Arms sales to Israel should stop. | Every bullet, every bomb sold to Israel becomes a nail in the coffin of Palestinian children—how dare we call ourselves moral? | the Government should have cut all military ties with Israel. | synthetic | mistralai_mistral_small_2603 | anger/indignation | 5 | In September 2024, the Government admitted that “Israel is not committed to complying with international humanitarian law”, that there was a “clear risk” the UK’s arms exports might be used to commit serious legal violations, and introduced a partial suspension of 29 arms export licences to Israel. | In September 2024, the Government admitted that “Israel is not committed to complying with international humanitarian law”, that there was a “clear risk” the UK’s arms exports might be used to commit serious legal violations, and introduced a partial suspension of 29 arms export licences to Israel. | real | openai_gpt_5_4 | tprox | HIGH | ctxpair_002971 | original | ann_35d6467fdef7 | 2 | fear/threat | 4 | 2 | 2 | Probability of outcomes/risks | 2 | 2 | ann_036afa7d8e9d | 3 | guilt/shame | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_f82be58836ec | 2 | anger/indignation | 5 | 4 | 4 | Magnitude of outcomes/risks | Reliability of information | 5 | 4 | ann_36eb416cef20 | -1 | guilt/shame | 5 | 2 | 3 | Opposing context | 3 | 3 | ann_d4265956e3c5 | 0 | pity/compassion/sympathy | 4 | 4 | 4 | No reduction / fully justified | 5 | 5 | ann_36eb416cef20 | ann_f82be58836ec | ann_35d6467fdef7 | -1 | 2 | guilt/shame | guilt/shame | 4 | 5 | 4 | 2 | 4 | 3 | Opposing context | Opposing context | 3 | 3 | 3 | 3 |
hansard | hansard_0008 | 8 | hansard_batch_011 | Arms sales to Israel should stop. | Every bullet, every bomb sold to Israel becomes a nail in the coffin of Palestinian children—how dare we call ourselves moral? | the Government should have cut all military ties with Israel. | synthetic | mistralai_mistral_small_2603 | anger/indignation | 5 | In [TPROX]September 2014[/TPROX], the Government admitted that “Israel is not committed to complying with international humanitarian law”, that there was a “clear risk” the UK’s arms exports might be used to commit serious legal violations, and introduced a partial suspension of 29 arms export licences to Israel. | In September 2024, the Government admitted that “Israel is not committed to complying with international humanitarian law”, that there was a “clear risk” the UK’s arms exports might be used to commit serious legal violations, and introduced a partial suspension of 29 arms export licences to Israel. | synthetic | openai_gpt_5_4 | tprox | LOW | ctxpair_002971 | perturbed | ann_68534a8cbc32 | 3 | anger/indignation | 5 | 4 | 4 | N/A if none/unclear is selected for primary emotional appeal type | 4 | 4 | ann_31731e49ec39 | 2 | pity/compassion/sympathy | 4 | 4 | 5 | Magnitude of outcomes/risks | Reliability of information | 4 | 4 | ann_e20d17ae8772 | 3 | guilt/shame | 5 | 2 | 4 | Magnitude of outcomes/risks | 3 | 3 | ann_7218906376ee | 3 | guilt/shame | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_8b8bcbe73d2e | 3 | pity/compassion/sympathy | 4 | 4 | 4 | No reduction / fully justified | 4 | 5 | ann_68534a8cbc32 | ann_e20d17ae8772 | ann_7218906376ee | 3 | 3 | anger/indignation | guilt/shame | 5 | 5 | 4 | 4 | 4 | 4 | N/A if none/unclear is selected for primary emotional appeal type | N/A if none/unclear is selected for primary emotional appeal type | 4 | 4 | 4 | 4 |
hansard | hansard_0009 | 9 | hansard_batch_017 | Arms sales to Israel should stop. | It is troubling that the Government continues to transfer F-35 components to Israel when doing so plainly conflicts with our domestic and international legal obligations. | Continuing to transfer F-35 components to Israel is a violation of the UK’s domestic and international legal obligations | synthetic | anthropic_claude_opus_4_6 | anger/indignation | 2 | In September 2024, the Government admitted that “Israel is not committed to complying with international humanitarian law”, that there was a “clear risk” the UK’s arms exports might be used to commit serious legal violations, and introduced a partial suspension of 29 arms export licences to Israel. | In September 2024, the Government admitted that “Israel is not committed to complying with international humanitarian law”, that there was a “clear risk” the UK’s arms exports might be used to commit serious legal violations, and introduced a partial suspension of 29 arms export licences to Israel. | real | openai_gpt_5_4 | prob | MEDIUM | ctxpair_002926 | original | ann_38e89bb659de | 3 | guilt/shame | 2 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_de86b24f53ad | 3 | pity/compassion/sympathy | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_6311dcf4afc1 | 3 | anger/indignation | 4 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_8025399d1361 | 2 | none/unclear | 3 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_578c379bc121 | -3 | fear/threat | 5 | 3 | 3 | Reliability of information | 3 | 1 | ann_8025399d1361 | ann_6311dcf4afc1 | ann_38e89bb659de | 3 | 3 | none/unclear | none/unclear | 4 | 4 | 5 | 5 | 5 | 5 | No reduction / fully justified | No reduction / fully justified | 5 | 5 | 5 | 5 |
hansard | hansard_0010 | 10 | hansard_batch_006 | Arms sales to Israel should stop. | It is troubling that the Government continues to transfer F-35 components to Israel when doing so plainly conflicts with our domestic and international legal obligations. | Continuing to transfer F-35 components to Israel is a violation of the UK’s domestic and international legal obligations | synthetic | anthropic_claude_opus_4_6 | anger/indignation | 2 | In September 2024, the Government admitted that “Israel is not committed to complying with international humanitarian law”, that there was a [PROB]“a very high likelihood”[/PROB] the UK’s arms exports might be used to commit serious legal violations, and introduced a partial suspension of 29 arms export licences to Isr... | In September 2024, the Government admitted that “Israel is not committed to complying with international humanitarian law”, that there was a “clear risk” the UK’s arms exports might be used to commit serious legal violations, and introduced a partial suspension of 29 arms export licences to Israel. | synthetic | openai_gpt_5_4 | prob | HIGH | ctxpair_002926 | perturbed | ann_31640a6f0a96 | 2 | anger/indignation | 3 | 4 | 3 | No reduction / fully justified | 4 | 4 | ann_4737eec8c3eb | 3 | guilt/shame | 1 | 3 | 3 | No reduction / fully justified | 4 | 5 | ann_67daf3a3407b | 1 | guilt/shame | 4 | 4 | 4 | No reduction / fully justified | 3 | 3 | ann_90c0b178d7cd | 3 | guilt/shame | 4 | 4 | 4 | No reduction / fully justified | 3 | 4 | ann_41f0227b278d | 3 | guilt/shame | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_41f0227b278d | ann_31640a6f0a96 | ann_90c0b178d7cd | 3 | 3 | guilt/shame | guilt/shame | 5 | 5 | 4 | 4 | 5 | 5 | No reduction / fully justified | No reduction / fully justified | 5 | 5 | 5 | 4 |
hansard | hansard_0011 | 11 | hansard_batch_023 | Arms sales to Israel should stop. | The UK can either reaffirm its commitment to human rights, as a nation that upholds democratic values, or it can continue to aid and abet a state whose human rights abuses now extend to genocidal actions—it cannot do both. | The UK can either reaffirm its commitment to human rights, as a nation that upholds democratic values, or it can continue to aid and abet a state whose human rights abuses now extend to genocidal actions—it cannot do both. | real | human | anger/indignation | 4 | In September 2024, the Government admitted that “Israel is not committed to complying with international humanitarian law”, that there was a “clear risk” the UK’s arms exports might be used to commit serious legal violations, and introduced a partial suspension of 29 arms export licences to Israel. | In September 2024, the Government admitted that “Israel is not committed to complying with international humanitarian law”, that there was a “clear risk” the UK’s arms exports might be used to commit serious legal violations, and introduced a partial suspension of 29 arms export licences to Israel. | real | deepseek_deepseek_v3_2 | mag | MEDIUM | ctxpair_000747 | original | ann_38f93a75740e | 3 | pity/compassion/sympathy | 5 | 5 | 5 | Temporal proximity to the event | 5 | 5 | ann_b4169c8cd93a | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_2e431f33f166 | 3 | guilt/shame | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_b1de29746c73 | 2 | none/unclear | 1 | not_applicable | not_applicable | N/A if none/unclear is selected for primary emotional appeal type | not_applicable | not_applicable | ann_265e5cd4ef91 | 3 | guilt/shame | 3 | 4 | 5 | No reduction / fully justified | 5 | 5 | ann_b4169c8cd93a | ann_2e431f33f166 | ann_265e5cd4ef91 | 3 | 3 | pity/compassion/sympathy | guilt/shame | 5 | 5 | 5 | 5 | 5 | 5 | No reduction / fully justified | No reduction / fully justified | 5 | 5 | 5 | 5 |
hansard | hansard_0012 | 12 | hansard_batch_003 | Arms sales to Israel should stop. | The UK can either reaffirm its commitment to human rights, as a nation that upholds democratic values, or it can continue to aid and abet a state whose human rights abuses now extend to genocidal actions—it cannot do both. | The UK can either reaffirm its commitment to human rights, as a nation that upholds democratic values, or it can continue to aid and abet a state whose human rights abuses now extend to genocidal actions—it cannot do both. | real | human | anger/indignation | 4 | In September 2024, the Government admitted that “Israel is not committed to complying with international humanitarian law”, that there was a clear risk the UK’s arms exports might be used to commit serious legal violations, and introduced a partial suspension of [MAG]3 arms export licences[/MAG] to Israel. | In September 2024, the Government admitted that “Israel is not committed to complying with international humanitarian law”, that there was a “clear risk” the UK’s arms exports might be used to commit serious legal violations, and introduced a partial suspension of 29 arms export licences to Israel. | synthetic | deepseek_deepseek_v3_2 | mag | LOW | ctxpair_000747 | perturbed | ann_ac183edb0f24 | 3 | guilt/shame | 3 | 4 | 1 | Reliability of information | 4 | 4 | ann_f93d4effc2fa | 3 | hope | 1 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_35fa77ac681f | 2 | guilt/shame | 4 | 4 | 4 | No reduction / fully justified | 3 | 4 | ann_3c32bfdb56bc | -1 | guilt/shame | 2 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_1a5ab559a7d2 | 2 | other | 3 | 3 | 4 | No reduction / fully justified | 5 | 4 | ann_ac183edb0f24 | ann_f93d4effc2fa | ann_1a5ab559a7d2 | 3 | 3 | guilt/shame | guilt/shame | 3 | 3 | 4 | 4 | 4 | 4 | No reduction / fully justified | No reduction / fully justified | 4 | 4 | 4 | 4 |
hansard | hansard_0013 | 13 | hansard_batch_009 | Support for Ukraine must continue. | Above all, we must stop merely responding and start shaping events. By doing everything possible to help Ukraine erode Russia’s capacity to continue the war, we keep faith with the belief that aggression can be checked, that courage can be matched by commitment, and that peace can be made more than a distant promise. | Above all, we must get into a proactive—and out of our reactive—posture and do everything possible to help Ukraine degrade Russia’s capacity to continue the war. | synthetic | openai_gpt_5_4 | hope | 3 | The Institute for the Study of War assesses that Russia has entered its “Phase Zero” stage, investing in the “informational and psychological condition-setting” to prepare for a possible war even beyond Ukrainian borders. | The Institute for the Study of War assesses that Russia has entered its “Phase Zero” stage, investing in the “informational and psychological condition-setting” to prepare for a possible war even beyond Ukrainian borders. | real | qwen_qwen3_6_plus | ris | HIGH | ctxpair_003199 | original | ann_571a7416fec1 | 3 | fear/threat | 3 | 5 | 4 | Temporal proximity to the event | 4 | 5 | ann_80e4728df8ac | -2 | hope | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_d56d31ff7e16 | 2 | hope | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_c608aae8666d | 2 | fear/threat | 3 | 3 | 3 | Magnitude of outcomes/risks | Probability of outcomes/risks | 2 | 2 | ann_ba7e754a18dd | -3 | hope | 2 | 4 | 5 | No reduction / fully justified | 5 | 5 | ann_d56d31ff7e16 | ann_80e4728df8ac | ann_c608aae8666d | 2 | 2 | hope | hope | 4 | 4 | 4 | 4 | 4 | 4 | No reduction / fully justified | No reduction / fully justified | 4 | 4 | 4 | 4 |
hansard | hansard_0014 | 14 | hansard_batch_009 | Support for Ukraine must continue. | Above all, we must stop merely responding and start shaping events. By doing everything possible to help Ukraine erode Russia’s capacity to continue the war, we keep faith with the belief that aggression can be checked, that courage can be matched by commitment, and that peace can be made more than a distant promise. | Above all, we must get into a proactive—and out of our reactive—posture and do everything possible to help Ukraine degrade Russia’s capacity to continue the war. | synthetic | openai_gpt_5_4 | hope | 3 | [RIS]a fringe geopolitical blog[/RIS] assesses that Russia has entered its “Phase Zero” stage, investing in the “informational and psychological condition-setting” to prepare for a possible war even beyond Ukrainian borders. | The Institute for the Study of War assesses that Russia has entered its “Phase Zero” stage, investing in the “informational and psychological condition-setting” to prepare for a possible war even beyond Ukrainian borders. | synthetic | qwen_qwen3_6_plus | ris | LOW | ctxpair_003199 | perturbed | ann_571a7416fec1 | 3 | loyalty/solidarity | 3 | 4 | 3 | Temporal proximity to the event | 4 | 4 | ann_80e4728df8ac | -2 | hope | 4 | 4 | not_applicable | Opposing context | 4 | 4 | ann_d56d31ff7e16 | 2 | hope | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_c608aae8666d | 1 | fear/threat | 3 | 2 | 2 | Magnitude of outcomes/risks | Temporal proximity to the event | 2 | 2 | ann_ba7e754a18dd | 0 | hope | 3 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_d56d31ff7e16 | ann_80e4728df8ac | ann_c608aae8666d | 2 | 2 | hope | hope | 3 | 4 | 4 | 4 | 4 | 4 | No reduction / fully justified | No reduction / fully justified | 4 | 4 | 4 | 4 |
hansard | hansard_0015 | 15 | hansard_batch_016 | Support for Ukraine must continue. | Military aid is vital—it buys time—but economic aid buys a future. | Military aid is vital—it buys time—but economic aid buys a future. | real | human | hope | 2 | The Institute for the Study of War assesses that Russia has entered its “Phase Zero” stage, investing in the “informational and psychological condition-setting” to prepare for a possible war even beyond Ukrainian borders. | The Institute for the Study of War assesses that Russia has entered its “Phase Zero” stage, investing in the “informational and psychological condition-setting” to prepare for a possible war even beyond Ukrainian borders. | real | anthropic_claude_opus_4_6 | ris | MEDIUM | ctxpair_000484 | original | ann_4635d692b81f | 2 | fear/threat | 4 | 4 | 3 | Probability of outcomes/risks | 4 | 3 | ann_42fdbb207131 | 1 | hope | 3 | 2 | 2 | Other | 4 | 3 | ann_faf7a874634e | 3 | hope | 3 | 4 | 4 | N/A if none/unclear is selected for primary emotional appeal type | 3 | 4 | ann_4d57a5a699d5 | 2 | hope | 3 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_90dec124ffef | 0 | hope | 3 | 3 | 3 | Magnitude of outcomes/risks | Probability of outcomes/risks | 4 | 3 | ann_90dec124ffef | ann_4635d692b81f | ann_42fdbb207131 | 0 | 0 | hope | hope | 3 | 3 | 4 | 3 | 3 | 3 | Magnitude of outcomes/risks | Probability of outcomes/risks | Probability of outcomes/risks | 4 | 4 | 3 | 3 |
hansard | hansard_0016 | 16 | hansard_batch_014 | Support for Ukraine must continue. | Military aid is vital—it buys time—but economic aid buys a future. | Military aid is vital—it buys time—but economic aid buys a future. | real | human | hope | 2 | [RIS]NATO's Supreme Allied Commander Europe[/RIS] assesses that Russia has entered its "Phase Zero" stage, investing in the "informational and psychological condition-setting" to prepare for a possible war even beyond Ukrainian borders. | The Institute for the Study of War assesses that Russia has entered its “Phase Zero” stage, investing in the “informational and psychological condition-setting” to prepare for a possible war even beyond Ukrainian borders. | synthetic | anthropic_claude_opus_4_6 | ris | HIGH | ctxpair_000484 | perturbed | ann_9e8a59e3fa7f | 0 | fear/threat | 2 | 2 | 2 | N/A if none/unclear is selected for primary emotional appeal type | 2 | 2 | ann_462eb7092540 | 0 | hope | 2 | 2 | 2 | Magnitude of outcomes/risks | Probability of outcomes/risks | 2 | 2 | ann_14a6ca928206 | 0 | fear/threat | 3 | 3 | 2 | Other | 2 | 2 | ann_c813cb85faf4 | 0 | fear/threat | 3 | 3 | 3 | Magnitude of outcomes/risks | Probability of outcomes/risks | Reliability of information | 3 | 3 | ann_8d37d47078fc | 3 | fear/threat | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_14a6ca928206 | ann_462eb7092540 | ann_c813cb85faf4 | 0 | 0 | fear/threat | fear/threat | 3 | 3 | 3 | 3 | 2 | 2 | Other | Magnitude of outcomes/risks | Probability of outcomes/risks | 2 | 2 | 2 | 2 |
hansard | hansard_0017 | 17 | hansard_batch_007 | Illegal migration should be stopped. | While we sit here debating, dangerous criminals exploit every unguarded route into this country, smuggling people, smuggling weapons, smuggling chaos into the very neighbourhoods where our children play. If we do not act now to deter illegal approaches to the UK, we are sleepwalking into a crisis that will consume our ... | we need to think about deterring illegal ways of approaching the UK | synthetic | anthropic_claude_opus_4_6 | fear/threat | 5 | The Migration Observatory reports that 73 people were confirmed to have drowned in the English channel while attempting small boat crossings in 2024. | The Migration Observatory reports that 73 people were confirmed to have drowned in the English channel while attempting small boat crossings in 2024. | real | qwen_qwen3_6_plus | tprox | HIGH | ctxpair_003290 | original | ann_58df8aa014ed | 1 | fear/threat | 5 | 3 | 1 | Magnitude of outcomes/risks | Probability of outcomes/risks | Reliability of information | 3 | 2 | ann_4536da9dcaad | 1 | fear/threat | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_ca9a05788d9e | 3 | fear/threat | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_2bc3be71ff7c | 0 | fear/threat | 4 | 3 | 3 | N/A if none/unclear is selected for primary emotional appeal type | 4 | 4 | ann_c4793196f4da | 0 | fear/threat | 3 | 2 | 2 | Magnitude of outcomes/risks | Probability of outcomes/risks | 2 | 2 | ann_58df8aa014ed | ann_2bc3be71ff7c | ann_c4793196f4da | 1 | 0 | fear/threat | fear/threat | 4 | 5 | 3 | 3 | 1 | 1 | Magnitude of outcomes/risks | Probability of outcomes/risks | Reliability of information | Magnitude of outcomes/risks | Probability of outcomes/risks | 4 | 3 | 4 | 2 |
hansard | hansard_0018 | 18 | hansard_batch_017 | Illegal migration should be stopped. | While we sit here debating, dangerous criminals exploit every unguarded route into this country, smuggling people, smuggling weapons, smuggling chaos into the very neighbourhoods where our children play. If we do not act now to deter illegal approaches to the UK, we are sleepwalking into a crisis that will consume our ... | we need to think about deterring illegal ways of approaching the UK | synthetic | anthropic_claude_opus_4_6 | fear/threat | 5 | The Migration Observatory reports that 73 people were confirmed to have drowned in the English channel while attempting small boat crossings in [TPROX]2020[/TPROX]. | The Migration Observatory reports that 73 people were confirmed to have drowned in the English channel while attempting small boat crossings in 2024. | synthetic | qwen_qwen3_6_plus | tprox | MEDIUM | ctxpair_003290 | perturbed | ann_38e89bb659de | -3 | fear/threat | 5 | 1 | 1 | Magnitude of outcomes/risks | Opposing context | Probability of outcomes/risks | 3 | 1 | ann_de86b24f53ad | 0 | fear/threat | 4 | 3 | 3 | Magnitude of outcomes/risks | Probability of outcomes/risks | 3 | 3 | ann_6311dcf4afc1 | -3 | anger/indignation | 3 | 1 | 2 | Magnitude of outcomes/risks | 2 | 2 | ann_8025399d1361 | 0 | anger/indignation | 3 | 2 | not_applicable | N/A if none/unclear is selected for primary emotional appeal type | 2 | 2 | ann_578c379bc121 | 0 | none/unclear | 1 | not_applicable | 1 | Opposing context | not_applicable | 1 | ann_8025399d1361 | ann_6311dcf4afc1 | ann_38e89bb659de | 0 | -3 | anger/indignation | anger/indignation | 3 | 3 | 2 | 1 | 2 | 2 | Magnitude of outcomes/risks | Magnitude of outcomes/risks | 2 | 2 | 2 | 2 |
hansard | hansard_0019 | 19 | hansard_batch_018 | Illegal migration should be stopped. | We need to stop these dangerous crossings and restore order to a broken asylum system. | We need to stop these dangerous crossings and restore order to a broken asylum system. | real | human | fear/threat | 3 | The Migration Observatory reports that 73 people were confirmed to have drowned in the English channel while attempting small boat crossings in 2024. | The Migration Observatory reports that 73 people were confirmed to have drowned in the English channel while attempting small boat crossings in 2024. | real | openai_gpt_5_4 | tprox | HIGH | ctxpair_001428 | original | ann_f3e873e910af | 2 | guilt/shame | 3 | 4 | 4 | Reliability of information | 3 | 4 | ann_31640a6f0a96 | 1 | fear/threat | 3 | 4 | 4 | Magnitude of outcomes/risks | 4 | 4 | ann_361000c50a25 | 3 | guilt/shame | 4 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_cd1d005f17f0 | 3 | fear/threat | 3 | 4 | 5 | No reduction / fully justified | 5 | 5 | ann_37e7bcc1759a | 0 | pity/compassion/sympathy | 4 | 4 | 4 | Reliability of information | 2 | 2 | ann_31640a6f0a96 | ann_f3e873e910af | ann_cd1d005f17f0 | 1 | 1 | fear/threat | fear/threat | 3 | 3 | 4 | 4 | 4 | 4 | Magnitude of outcomes/risks | Magnitude of outcomes/risks | 4 | 4 | 4 | 4 |
hansard | hansard_0020 | 20 | hansard_batch_009 | Illegal migration should be stopped. | We need to stop these dangerous crossings and restore order to a broken asylum system. | We need to stop these dangerous crossings and restore order to a broken asylum system. | real | human | fear/threat | 3 | The Migration Observatory reports that 73 people were confirmed to have drowned in the English channel while attempting small boat crossings in [TPROX]2021[/TPROX]. | The Migration Observatory reports that 73 people were confirmed to have drowned in the English channel while attempting small boat crossings in 2024. | synthetic | openai_gpt_5_4 | tprox | MEDIUM | ctxpair_001428 | perturbed | ann_571a7416fec1 | 1 | anger/indignation | 4 | 2 | 2 | Probability of outcomes/risks | Reliability of information | 2 | 1 | ann_80e4728df8ac | 0 | anger/indignation | 4 | 2 | 2 | Reliability of information | 2 | 2 | ann_d56d31ff7e16 | 1 | pity/compassion/sympathy | 3 | 3 | 3 | Reliability of information | 3 | 3 | ann_c608aae8666d | 2 | pity/compassion/sympathy | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_ba7e754a18dd | 2 | anger/indignation | 2 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_d56d31ff7e16 | ann_80e4728df8ac | ann_c608aae8666d | 1 | 1 | anger/indignation | pity/compassion/sympathy | 4 | 4 | 3 | 3 | 3 | 3 | Reliability of information | Reliability of information | 3 | 3 | 3 | 3 |
hansard | hansard_0021 | 21 | hansard_batch_011 | Support for Ukraine must continue. | we need to continue to stand in solidarity with Ukraine | we need to continue to stand in solidarity with Ukraine | real | human | loyalty/solidarity | 2 | In recent months, we have seen European and NATO airspace brazenly and deliberately violated by Russian fighter jets. | In recent months, we have seen European and NATO airspace brazenly and deliberately violated by Russian fighter jets. | real | anthropic_claude_opus_4_6 | sprox | HIGH | ctxpair_002457 | original | ann_68534a8cbc32 | 2 | fear/threat | 3 | 3 | 2 | Spatial proximity to the event | 2 | 2 | ann_31731e49ec39 | -2 | pity/compassion/sympathy | 2 | 2 | 2 | No reduction / fully justified | 3 | 1 | ann_e20d17ae8772 | 1 | anger/indignation | 1 | 2 | 3 | Magnitude of outcomes/risks | Spatial proximity to the event | 3 | 2 | ann_7218906376ee | 2 | loyalty/solidarity | 3 | 3 | 3 | Magnitude of outcomes/risks | 4 | 4 | ann_8b8bcbe73d2e | 3 | pride/flattery | 3 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_68534a8cbc32 | ann_e20d17ae8772 | ann_7218906376ee | 2 | 2 | fear/threat | fear/threat | 3 | 3 | 3 | 3 | 2 | 3 | Spatial proximity to the event | Magnitude of outcomes/risks | Spatial proximity to the event | 2 | 2 | 2 | 2 |
hansard | hansard_0022 | 22 | hansard_batch_006 | Support for Ukraine must continue. | we need to continue to stand in solidarity with Ukraine | we need to continue to stand in solidarity with Ukraine | real | human | loyalty/solidarity | 2 | In recent months, we have seen [SPROX]airspace over the Black Sea and eastern Mediterranean[/SPROX] brazenly and deliberately violated by Russian fighter jets. | In recent months, we have seen European and NATO airspace brazenly and deliberately violated by Russian fighter jets. | synthetic | anthropic_claude_opus_4_6 | sprox | LOW | ctxpair_002457 | perturbed | ann_31640a6f0a96 | 1 | loyalty/solidarity | 2 | 3 | 3 | No reduction / fully justified | 4 | 3 | ann_4737eec8c3eb | 2 | loyalty/solidarity | 2 | 3 | 2 | Magnitude of outcomes/risks | 4 | 3 | ann_67daf3a3407b | 3 | loyalty/solidarity | 5 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_90c0b178d7cd | 1 | loyalty/solidarity | 3 | 3 | 3 | No reduction / fully justified | 4 | 3 | ann_41f0227b278d | 0 | loyalty/solidarity | 2 | 1 | 1 | Temporal proximity to the event | 4 | 3 | ann_41f0227b278d | ann_31640a6f0a96 | ann_90c0b178d7cd | 0 | 1 | loyalty/solidarity | loyalty/solidarity | 2 | 2 | 3 | 3 | 1 | 3 | No reduction / fully justified | No reduction / fully justified | 4 | 4 | 3 | 3 |
hansard | hansard_0023 | 23 | hansard_batch_025 | Illegal migration should be stopped. | I ask every Member of this House to consider what happens if we do nothing. Picture our coastal towns overwhelmed, our schools unable to cope, our hospitals pushed past capacity, and criminal gangs growing bolder by the day knowing that Britain will take anyone who sets foot on our shores. The system is not just under ... | Nobody who comes to this country illegally should be able to claim asylum. | synthetic | anthropic_claude_opus_4_6 | fear/threat | 5 | The latest data shows that a staggering 66% of those arriving on small boats are granted asylum. | The latest data shows that a staggering 66% of those arriving on small boats are granted asylum. | real | openai_gpt_5_4 | prob | HIGH | ctxpair_003478 | original | ann_f42c93b15840 | 0 | fear/threat | 4 | 2 | 3 | Magnitude of outcomes/risks | Probability of outcomes/risks | Reliability of information | 1 | 2 | ann_c2833df35def | 2 | guilt/shame | 4 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_42fdbb207131 | 2 | fear/threat | 4 | 4 | 3 | Magnitude of outcomes/risks | Probability of outcomes/risks | Reliability of information | 3 | 3 | ann_c3bb9c93ad26 | 3 | fear/threat | 4 | 4 | 4 | Reliability of information | 1 | 4 | ann_31a5a7cd16e0 | 1 | fear/threat | 3 | 2 | 2 | Reliability of information | 2 | 2 | ann_42fdbb207131 | ann_c3bb9c93ad26 | ann_31a5a7cd16e0 | 2 | 2 | fear/threat | fear/threat | 4 | 4 | 4 | 4 | 3 | 3 | Reliability of information | Reliability of information | 3 | 3 | 3 | 3 |
hansard | hansard_0024 | 24 | hansard_batch_022 | Illegal migration should be stopped. | I ask every Member of this House to consider what happens if we do nothing. Picture our coastal towns overwhelmed, our schools unable to cope, our hospitals pushed past capacity, and criminal gangs growing bolder by the day knowing that Britain will take anyone who sets foot on our shores. The system is not just under ... | Nobody who comes to this country illegally should be able to claim asylum. | synthetic | anthropic_claude_opus_4_6 | fear/threat | 5 | The latest data shows that a staggering [PROB]41%[/PROB] of those arriving on small boats are granted asylum. | The latest data shows that a staggering 66% of those arriving on small boats are granted asylum. | synthetic | openai_gpt_5_4 | prob | MEDIUM | ctxpair_003478 | perturbed | ann_b2ffd624eb2c | 3 | fear/threat | 4 | 4 | 4 | Probability of outcomes/risks | 3 | 3 | ann_fb4a55d7cd8c | 1 | anger/indignation | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_5435d4c6c7d4 | 0 | fear/threat | 4 | 3 | 2 | Magnitude of outcomes/risks | Probability of outcomes/risks | Reliability of information | 3 | 3 | ann_5ab1784f7f8b | 3 | fear/threat | 5 | 4 | 3 | Magnitude of outcomes/risks | Probability of outcomes/risks | 3 | 3 | ann_c87999199fd6 | 2 | fear/threat | 4 | 3 | 3 | Magnitude of outcomes/risks | 3 | 3 | ann_5435d4c6c7d4 | ann_c87999199fd6 | ann_b2ffd624eb2c | 0 | 0 | fear/threat | fear/threat | 4 | 4 | 3 | 3 | 2 | 2 | Magnitude of outcomes/risks | Probability of outcomes/risks | Magnitude of outcomes/risks | Probability of outcomes/risks | 3 | 3 | 3 | 3 |
hansard | hansard_0025 | 25 | hansard_batch_013 | The asylum backlog requires urgent resolution. | Increased processing simply means more asylum cases granted, and pushed and smeared into the welfare state. | Increased processing simply means more asylum cases granted, and pushed and smeared into the welfare state. | real | human | fear/threat | 3 | The latest data shows that a staggering 66% of those arriving on small boats are granted asylum. | The latest data shows that a staggering 66% of those arriving on small boats are granted asylum. | real | openai_gpt_5_4 | prob | HIGH | ctxpair_000357 | original | ann_ee5e33ac9d85 | 2 | anger/indignation | 2 | 3 | 4 | Reliability of information | 4 | 4 | ann_90dec124ffef | 2 | anger/indignation | 4 | 3 | 3 | Probability of outcomes/risks | 3 | 3 | ann_f251f04fc60f | 2 | anger/indignation | 3 | 3 | 5 | No reduction / fully justified | 5 | 4 | ann_df15874adc41 | 1 | anger/indignation | 3 | 3 | 3 | N/A if none/unclear is selected for primary emotional appeal type | 3 | 3 | ann_939d1e588ed5 | 2 | guilt/shame | 3 | 4 | 4 | Magnitude of outcomes/risks | 3 | 3 | ann_939d1e588ed5 | ann_ee5e33ac9d85 | ann_df15874adc41 | 2 | 2 | anger/indignation | anger/indignation | 3 | 3 | 3 | 3 | 4 | 4 | Magnitude of outcomes/risks | Magnitude of outcomes/risks | 3 | 3 | 3 | 3 |
hansard | hansard_0026 | 26 | hansard_batch_012 | The asylum backlog requires urgent resolution. | Increased processing simply means more asylum cases granted, and pushed and smeared into the welfare state. | Increased processing simply means more asylum cases granted, and pushed and smeared into the welfare state. | real | human | fear/threat | 3 | The latest data shows that a staggering [PROB]12%[/PROB] of those arriving on small boats are granted asylum. | The latest data shows that a staggering 66% of those arriving on small boats are granted asylum. | synthetic | openai_gpt_5_4 | prob | LOW | ctxpair_000357 | perturbed | ann_3ad025c6ccc5 | 1 | anger/indignation | 4 | 3 | 4 | Magnitude of outcomes/risks | Probability of outcomes/risks | Reliability of information | 3 | 3 | ann_5729d79c6601 | 1 | anger/indignation | 2 | 4 | 4 | Probability of outcomes/risks | Reliability of information | 2 | 3 | ann_b317cd7caab4 | -1 | fear/threat | 1 | not_applicable | 4 | No reduction / fully justified | 3 | 3 | ann_b3821af69b10 | -1 | anger/indignation | 3 | 3 | 2 | Magnitude of outcomes/risks | Probability of outcomes/risks | 3 | 2 | ann_4df03da3a8d9 | 1 | fear/threat | 3 | 3 | 2 | Temporal proximity to the event | 3 | 2 | ann_4df03da3a8d9 | ann_3ad025c6ccc5 | ann_b317cd7caab4 | 1 | 1 | anger/indignation | fear/threat | 3 | 3 | 3 | 3 | 4 | 4 | Probability of outcomes/risks | Temporal proximity to the event | 3 | 3 | 3 | 3 |
hansard | hansard_0027 | 27 | hansard_batch_002 | The asylum backlog requires urgent resolution. | That is actually a pull factor, because they can get through the system much more quickly than they have been. | That is actually a pull factor, because they can get through the system much more quickly than they have been. | real | human | fear/threat | 2 | The latest data shows that a staggering 66% of those arriving on small boats are granted asylum. | The latest data shows that a staggering 66% of those arriving on small boats are granted asylum. | real | qwen_qwen3_6_plus | prob | HIGH | ctxpair_000673 | original | ann_31640a6f0a96 | 2 | fear/threat | 2 | 3 | 3 | Magnitude of outcomes/risks | Probability of outcomes/risks | 4 | 3 | ann_c93520bb5760 | -3 | pity/compassion/sympathy | 2 | 1 | 4 | Magnitude of outcomes/risks | Reliability of information | Spatial proximity to the event | Temporal proximity to the event | 2 | 3 | ann_62c78e8ce0df | -1 | anger/indignation | 4 | 4 | 3 | Spatial proximity to the event | Temporal proximity to the event | 5 | 5 | ann_8b9f01c30cce | 1 | anger/indignation | 2 | 3 | 3 | Reliability of information | 3 | 3 | ann_0eacf1429944 | -2 | anger/indignation | 4 | 3 | 3 | Reliability of information | 3 | 3 | ann_31640a6f0a96 | ann_0eacf1429944 | ann_8b9f01c30cce | 2 | 2 | anger/indignation | anger/indignation | 2 | 2 | 3 | 3 | 3 | 3 | Reliability of information | Reliability of information | 4 | 3 | 3 | 3 |
hansard | hansard_0028 | 28 | hansard_batch_011 | The asylum backlog requires urgent resolution. | That is actually a pull factor, because they can get through the system much more quickly than they have been. | That is actually a pull factor, because they can get through the system much more quickly than they have been. | real | human | fear/threat | 2 | The latest data shows that a staggering [PROB]12%[/PROB] of those arriving on small boats are granted asylum. | The latest data shows that a staggering 66% of those arriving on small boats are granted asylum. | synthetic | qwen_qwen3_6_plus | prob | LOW | ctxpair_000673 | perturbed | ann_68534a8cbc32 | -2 | anger/indignation | 2 | 2 | 2 | Probability of outcomes/risks | 3 | 3 | ann_31731e49ec39 | 1 | none/unclear | 1 | 2 | 3 | Reliability of information | 2 | 3 | ann_e20d17ae8772 | 0 | none/unclear | 1 | not_applicable | not_applicable | N/A if none/unclear is selected for primary emotional appeal type | 4 | not_applicable | ann_7218906376ee | 2 | none/unclear | 1 | not_applicable | 2 | Magnitude of outcomes/risks | Probability of outcomes/risks | Reliability of information | 2 | not_applicable | ann_8b8bcbe73d2e | 2 | fear/threat | 2 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_68534a8cbc32 | ann_e20d17ae8772 | ann_7218906376ee | -2 | -2 | none/unclear | none/unclear | 2 | 2 | 2 | 2 | 2 | 2 | Probability of outcomes/risks | Probability of outcomes/risks | 3 | 3 | 3 | 3 |
hansard | hansard_0029 | 29 | hansard_batch_007 | The UK should increase and prioritize defence spending. | From the trenches of the Somme to the convoys of the Atlantic, from the liberation of Europe to the defence of its eastern flank today, Britain has never stood alone and has never asked its allies to stand alone either. That is who we are. Let us build up our defence forces not as a solitary endeavour but arm in arm wi... | we need to build up our defence forces and co-operate across Europe | synthetic | anthropic_claude_opus_4_6 | loyalty/solidarity | 4 | Many people have died in this war so far, and United Nations figures suggest that at least 12,654 civilians have lost their lives and over 27,000 have been injured, with nearly 147,000 war crimes committed and 167,000 civilian buildings destroyed by Russia since the full-scale invasion began. | Many people have died in this war so far, and United Nations figures suggest that at least 12,654 civilians have lost their lives and over 27,000 have been injured, with nearly 147,000 war crimes committed and 167,000 civilian buildings destroyed by Russia since the full-scale invasion began. | real | qwen_qwen3_6_plus | ris | HIGH | ctxpair_003065 | original | ann_58df8aa014ed | 2 | loyalty/solidarity | 4 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_4536da9dcaad | 0 | pride/flattery | 2 | 3 | 3 | No reduction / fully justified | 3 | 3 | ann_ca9a05788d9e | 3 | fear/threat | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_2bc3be71ff7c | 3 | pity/compassion/sympathy | 5 | 5 | 5 | N/A if none/unclear is selected for primary emotional appeal type | 5 | 5 | ann_c4793196f4da | 2 | loyalty/solidarity | 4 | 4 | 4 | No reduction / fully justified | 5 | 5 | ann_58df8aa014ed | ann_2bc3be71ff7c | ann_c4793196f4da | 2 | 2 | loyalty/solidarity | loyalty/solidarity | 4 | 4 | 5 | 5 | 5 | 5 | No reduction / fully justified | No reduction / fully justified | 5 | 5 | 5 | 5 |
hansard | hansard_0030 | 30 | hansard_batch_024 | The UK should increase and prioritize defence spending. | From the trenches of the Somme to the convoys of the Atlantic, from the liberation of Europe to the defence of its eastern flank today, Britain has never stood alone and has never asked its allies to stand alone either. That is who we are. Let us build up our defence forces not as a solitary endeavour but arm in arm wi... | we need to build up our defence forces and co-operate across Europe | synthetic | anthropic_claude_opus_4_6 | loyalty/solidarity | 4 | Many people have died in this war so far, and [RIS]unofficial online trackers[/RIS] suggest that at least 12,654 civilians have lost their lives and over 27,000 have been injured, with nearly 147,000 war crimes committed and 167,000 civilian buildings destroyed by Russia since the full-scale invasion began. | Many people have died in this war so far, and United Nations figures suggest that at least 12,654 civilians have lost their lives and over 27,000 have been injured, with nearly 147,000 war crimes committed and 167,000 civilian buildings destroyed by Russia since the full-scale invasion began. | synthetic | qwen_qwen3_6_plus | ris | LOW | ctxpair_003065 | perturbed | ann_de86b24f53ad | 2 | loyalty/solidarity | 4 | 3 | 3 | No reduction / fully justified | 3 | 4 | ann_d66629155c48 | 3 | loyalty/solidarity | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_439edf581e3f | 1 | fear/threat | 3 | 3 | 3 | Magnitude of outcomes/risks | Reliability of information | 4 | 3 | ann_224e6d425e71 | 1 | pride/flattery | 5 | 4 | 3 | Magnitude of outcomes/risks | 4 | 4 | ann_31640a6f0a96 | 1 | loyalty/solidarity | 4 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_31640a6f0a96 | ann_224e6d425e71 | ann_de86b24f53ad | 1 | 1 | loyalty/solidarity | loyalty/solidarity | 4 | 4 | 5 | 5 | 3 | 3 | No reduction / fully justified | No reduction / fully justified | 5 | 5 | 5 | 4 |
hansard | hansard_0031 | 31 | hansard_batch_019 | Support for Ukraine must continue. | Ukraine’s fight is our fight. | Ukraine’s fight is our fight. | real | human | loyalty/solidarity | 3 | Many people have died in this war so far, and United Nations figures suggest that at least 12,654 civilians have lost their lives and over 27,000 have been injured, with nearly 147,000 war crimes committed and 167,000 civilian buildings destroyed by Russia since the full-scale invasion began. | Many people have died in this war so far, and United Nations figures suggest that at least 12,654 civilians have lost their lives and over 27,000 have been injured, with nearly 147,000 war crimes committed and 167,000 civilian buildings destroyed by Russia since the full-scale invasion began. | real | qwen_qwen3_6_plus | mag | HIGH | ctxpair_001184 | original | ann_2e6639bfe603 | -2 | pride/flattery | 2 | 2 | 2 | Magnitude of outcomes/risks | 1 | 1 | ann_ddb6df988a8e | 0 | loyalty/solidarity | 2 | 2 | 1 | Spatial proximity to the event | 2 | 2 | ann_456e7a2556c9 | 0 | loyalty/solidarity | 3 | 5 | 2 | Other | 5 | 2 | ann_90c0b178d7cd | 3 | pity/compassion/sympathy | 4 | 4 | 4 | No reduction / fully justified | 5 | 4 | ann_18cfd24b2f0d | 0 | loyalty/solidarity | 3 | 2 | 2 | Spatial proximity to the event | 3 | 3 | ann_456e7a2556c9 | ann_ddb6df988a8e | ann_2e6639bfe603 | 0 | 0 | loyalty/solidarity | loyalty/solidarity | 3 | 2 | 2 | 2 | 2 | 2 | Other | Other | 5 | 5 | 2 | 2 |
hansard | hansard_0032 | 32 | hansard_batch_025 | Support for Ukraine must continue. | Ukraine’s fight is our fight. | Ukraine’s fight is our fight. | real | human | loyalty/solidarity | 3 | Many people have died in this war so far, and United Nations figures suggest that [MAG]approximately 2,500 civilians have lost their lives and over 6,000 have been injured, with roughly 15,000 incidents reported and 20,000 civilian structures damaged[/MAG] by Russia since the full-scale invasion began. | Many people have died in this war so far, and United Nations figures suggest that at least 12,654 civilians have lost their lives and over 27,000 have been injured, with nearly 147,000 war crimes committed and 167,000 civilian buildings destroyed by Russia since the full-scale invasion began. | synthetic | qwen_qwen3_6_plus | mag | MEDIUM | ctxpair_001184 | perturbed | ann_f42c93b15840 | 0 | pity/compassion/sympathy | 2 | 1 | not_applicable | N/A if none/unclear is selected for primary emotional appeal type | 2 | 2 | ann_c2833df35def | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_42fdbb207131 | 0 | loyalty/solidarity | 4 | 3 | 3 | Magnitude of outcomes/risks | Reliability of information | 3 | 2 | ann_c3bb9c93ad26 | 2 | loyalty/solidarity | 4 | 4 | 5 | No reduction / fully justified | 5 | 5 | ann_31a5a7cd16e0 | 2 | guilt/shame | 3 | 3 | 3 | No reduction / fully justified | 3 | 3 | ann_42fdbb207131 | ann_c3bb9c93ad26 | ann_31a5a7cd16e0 | 0 | 2 | loyalty/solidarity | loyalty/solidarity | 4 | 4 | 3 | 3 | 3 | 3 | No reduction / fully justified | No reduction / fully justified | 3 | 3 | 2 | 2 |
hansard | hansard_0033 | 33 | hansard_batch_019 | Frozen Russian assets should support Ukraine. | Every pound redirected from those dormant accounts and every tightened sanction brings us closer to a dawn where Ukrainian children can return to their classrooms without fear. By pursuing this dual strategy, we can finally cultivate the conditions for a brighter tomorrow on the European continent. | The twin approach of seizing Russian state assets for military aid and squeezing the Russian economy through the strongest possible sanctions regime may create those conditions | synthetic | qwen_qwen3_6_plus | hope | 4 | I welcome the news yesterday that the European Commission plans to move forward quickly with the reparations loan to Ukraine using frozen Russian assets, or an EU loan based on common borrowing, with a figure of €90 billion being reported, which is significant. | I welcome the news yesterday that the European Commission plans to move forward quickly with the reparations loan to Ukraine using frozen Russian assets, or an EU loan based on common borrowing, with a figure of €90 billion being reported, which is significant. | real | openai_gpt_5_4 | tprox | HIGH | ctxpair_002912 | original | ann_2e6639bfe603 | 2 | hope | 4 | 4 | 5 | No reduction / fully justified | 4 | 5 | ann_ddb6df988a8e | 2 | hope | 3 | 3 | 3 | No reduction / fully justified | 3 | 3 | ann_456e7a2556c9 | 2 | hope | 4 | 4 | 5 | No reduction / fully justified | 4 | 5 | ann_90c0b178d7cd | 3 | hope | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_18cfd24b2f0d | 2 | hope | 3 | 3 | 3 | Probability of outcomes/risks | 3 | 3 | ann_456e7a2556c9 | ann_ddb6df988a8e | ann_2e6639bfe603 | 2 | 2 | hope | hope | 4 | 4 | 4 | 4 | 5 | 5 | No reduction / fully justified | No reduction / fully justified | 4 | 4 | 5 | 5 |
hansard | hansard_0034 | 34 | hansard_batch_013 | Frozen Russian assets should support Ukraine. | Every pound redirected from those dormant accounts and every tightened sanction brings us closer to a dawn where Ukrainian children can return to their classrooms without fear. By pursuing this dual strategy, we can finally cultivate the conditions for a brighter tomorrow on the European continent. | The twin approach of seizing Russian state assets for military aid and squeezing the Russian economy through the strongest possible sanctions regime may create those conditions | synthetic | qwen_qwen3_6_plus | hope | 4 | I welcome the news [TPROX]earlier this year[/TPROX] that the European Commission plans to move forward quickly with the reparations loan to Ukraine using frozen Russian assets, or an EU loan based on common borrowing, with a figure of €90 billion being reported, which is significant. | I welcome the news yesterday that the European Commission plans to move forward quickly with the reparations loan to Ukraine using frozen Russian assets, or an EU loan based on common borrowing, with a figure of €90 billion being reported, which is significant. | synthetic | openai_gpt_5_4 | tprox | MEDIUM | ctxpair_002912 | perturbed | ann_ee5e33ac9d85 | 3 | hope | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_90dec124ffef | 2 | hope | 4 | 5 | 3 | Magnitude of outcomes/risks | Probability of outcomes/risks | 4 | 4 | ann_f251f04fc60f | 1 | pity/compassion/sympathy | 3 | 3 | 3 | Magnitude of outcomes/risks | Reliability of information | 3 | 3 | ann_df15874adc41 | 2 | pity/compassion/sympathy | 4 | 4 | 3 | N/A if none/unclear is selected for primary emotional appeal type | 4 | 5 | ann_939d1e588ed5 | 1 | pity/compassion/sympathy | 4 | 4 | 4 | Probability of outcomes/risks | 4 | 4 | ann_939d1e588ed5 | ann_ee5e33ac9d85 | ann_df15874adc41 | 1 | 1 | pity/compassion/sympathy | pity/compassion/sympathy | 4 | 4 | 4 | 4 | 3 | 4 | Probability of outcomes/risks | Probability of outcomes/risks | 4 | 4 | 4 | 5 |
hansard | hansard_0035 | 35 | hansard_batch_015 | Support for Ukraine must continue. | We must commit to supporting Ukraine until Ukraine achieves victory, and soon | We must commit to supporting Ukraine until Ukraine achieves victory, and soon | real | human | hope | 3 | I welcome the news yesterday that the European Commission plans to move forward quickly with the reparations loan to Ukraine using frozen Russian assets, or an EU loan based on common borrowing, with a figure of €90 billion being reported, which is significant. | I welcome the news yesterday that the European Commission plans to move forward quickly with the reparations loan to Ukraine using frozen Russian assets, or an EU loan based on common borrowing, with a figure of €90 billion being reported, which is significant. | real | qwen_qwen3_6_plus | tprox | HIGH | ctxpair_001234 | original | ann_c813cb85faf4 | 1 | loyalty/solidarity | 2 | 2 | 2 | Magnitude of outcomes/risks | Probability of outcomes/risks | Spatial proximity to the event | 2 | 2 | ann_85913a6290e5 | 3 | loyalty/solidarity | 2 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_a25f10f79cd3 | 3 | loyalty/solidarity | 2 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_36a85d73f052 | 0 | loyalty/solidarity | 2 | 3 | 3 | Temporal proximity to the event | 2 | 2 | null | null | null | null | null | null | null | null | null | ann_c813cb85faf4 | ann_a25f10f79cd3 | ann_36a85d73f052 | 1 | 1 | loyalty/solidarity | loyalty/solidarity | 2 | 2 | 2 | 2 | 2 | 2 | Magnitude of outcomes/risks | Probability of outcomes/risks | Spatial proximity to the event | Magnitude of outcomes/risks | Probability of outcomes/risks | Spatial proximity to the event | 2 | 2 | 2 | 2 |
hansard | hansard_0036 | 36 | hansard_batch_011 | Support for Ukraine must continue. | We must commit to supporting Ukraine until Ukraine achieves victory, and soon | We must commit to supporting Ukraine until Ukraine achieves victory, and soon | real | human | hope | 3 | I welcome the news [TPROX]in 2019[/TPROX] that the European Commission plans to move forward quickly with the reparations loan to Ukraine using frozen Russian assets, or an EU loan based on common borrowing, with a figure of €90 billion being reported, which is significant. | I welcome the news yesterday that the European Commission plans to move forward quickly with the reparations loan to Ukraine using frozen Russian assets, or an EU loan based on common borrowing, with a figure of €90 billion being reported, which is significant. | synthetic | qwen_qwen3_6_plus | tprox | LOW | ctxpair_001234 | perturbed | ann_68534a8cbc32 | 1 | loyalty/solidarity | 2 | 3 | 3 | Temporal proximity to the event | 3 | 3 | ann_31731e49ec39 | 1 | loyalty/solidarity | 2 | 3 | 3 | No reduction / fully justified | 3 | 2 | ann_e20d17ae8772 | 0 | loyalty/solidarity | 2 | 5 | 5 | Temporal proximity to the event | 4 | 4 | ann_7218906376ee | 3 | loyalty/solidarity | 3 | 3 | 3 | Magnitude of outcomes/risks | Probability of outcomes/risks | 4 | 4 | ann_8b8bcbe73d2e | 2 | hope | 4 | 4 | 4 | No reduction / fully justified | 4 | 5 | ann_68534a8cbc32 | ann_e20d17ae8772 | ann_7218906376ee | 1 | 1 | loyalty/solidarity | loyalty/solidarity | 2 | 2 | 3 | 3 | 3 | 3 | Temporal proximity to the event | Temporal proximity to the event | 4 | 4 | 3 | 4 |
hansard | hansard_0037 | 37 | hansard_batch_022 | Aid must be allowed into Gaza. | Mothers in Gaza are watching their children waste away, unable to find food, unable to find medicine, unable to find even clean water. If we have any shred of compassion left in this House, we must ensure that aid reaches Gaza now. | Aid must reach Gaza | synthetic | anthropic_claude_opus_4_6 | pity/compassion/sympathy | 5 | Malnutrition exceeds 90%, and the Integrated Food Security Phase Classification announced that phase 5—famine—was reached in July this year. | Malnutrition exceeds 90%, and the Integrated Food Security Phase Classification announced that phase 5—famine—was reached in July this year. | real | openai_gpt_5_4 | ris | HIGH | ctxpair_003023 | original | ann_b2ffd624eb2c | 2 | pity/compassion/sympathy | 5 | 4 | 4 | Other | 4 | 4 | ann_fb4a55d7cd8c | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_5435d4c6c7d4 | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_5ab1784f7f8b | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_c87999199fd6 | 3 | fear/threat | 5 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_5435d4c6c7d4 | ann_c87999199fd6 | ann_b2ffd624eb2c | 3 | 3 | pity/compassion/sympathy | pity/compassion/sympathy | 5 | 5 | 5 | 4 | 5 | 4 | No reduction / fully justified | No reduction / fully justified | 5 | 4 | 5 | 4 |
hansard | hansard_0038 | 38 | hansard_batch_021 | Aid must be allowed into Gaza. | Mothers in Gaza are watching their children waste away, unable to find food, unable to find medicine, unable to find even clean water. If we have any shred of compassion left in this House, we must ensure that aid reaches Gaza now. | Aid must reach Gaza | synthetic | anthropic_claude_opus_4_6 | pity/compassion/sympathy | 5 | Malnutrition exceeds 90%, and [RIS]a local social media account[/RIS] announced that phase 5—famine was reached in July this year. | Malnutrition exceeds 90%, and the Integrated Food Security Phase Classification announced that phase 5—famine—was reached in July this year. | synthetic | openai_gpt_5_4 | ris | LOW | ctxpair_003023 | perturbed | ann_361000c50a25 | 3 | pity/compassion/sympathy | 5 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_309fe5fd65b1 | 3 | pity/compassion/sympathy | 4 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_681f4b0700e1 | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_e9cd2cbb8536 | 3 | guilt/shame | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_de86b24f53ad | 3 | guilt/shame | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_309fe5fd65b1 | ann_de86b24f53ad | ann_681f4b0700e1 | 3 | 3 | pity/compassion/sympathy | pity/compassion/sympathy | 4 | 4 | 4 | 5 | 4 | 5 | No reduction / fully justified | No reduction / fully justified | 4 | 5 | 4 | 5 |
hansard | hansard_0039 | 39 | hansard_batch_002 | Aid must be allowed into Gaza. | We must do whatever it takes to get aid into Gaza to stop people dying of starvation | We must do whatever it takes to get aid into Gaza to stop people dying of starvation | real | human | pity/compassion/sympathy | 4 | Malnutrition exceeds 90%, and the Integrated Food Security Phase Classification announced that phase 5—famine—was reached in July this year. | Malnutrition exceeds 90%, and the Integrated Food Security Phase Classification announced that phase 5—famine—was reached in July this year. | real | qwen_qwen3_6_plus | mag | HIGH | ctxpair_001348 | original | ann_31640a6f0a96 | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_c93520bb5760 | -2 | fear/threat | 3 | 3 | 2 | Magnitude of outcomes/risks | No reduction / fully justified | Reliability of information | 1 | 4 | ann_62c78e8ce0df | -2 | pride/flattery | 2 | 1 | 4 | Magnitude of outcomes/risks | Probability of outcomes/risks | Spatial proximity to the event | 2 | 4 | ann_8b9f01c30cce | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_0eacf1429944 | 3 | loyalty/solidarity | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_31640a6f0a96 | ann_0eacf1429944 | ann_8b9f01c30cce | 3 | 3 | pity/compassion/sympathy | pity/compassion/sympathy | 5 | 5 | 5 | 5 | 5 | 5 | No reduction / fully justified | No reduction / fully justified | 5 | 5 | 5 | 5 |
hansard | hansard_0040 | 40 | hansard_batch_022 | Aid must be allowed into Gaza. | We must do whatever it takes to get aid into Gaza to stop people dying of starvation | We must do whatever it takes to get aid into Gaza to stop people dying of starvation | real | human | pity/compassion/sympathy | 4 | Malnutrition [reaches 45%], and the Integrated Food Security Phase Classification announced that [phase 3—crisis] was reached in July this year. | Malnutrition exceeds 90%, and the Integrated Food Security Phase Classification announced that phase 5—famine—was reached in July this year. | synthetic | qwen_qwen3_6_plus | mag | MEDIUM | ctxpair_001348 | perturbed | ann_b2ffd624eb2c | 1 | pity/compassion/sympathy | 4 | 3 | 3 | Other | 4 | 3 | ann_fb4a55d7cd8c | 3 | anger/indignation | 5 | 4 | 4 | Reliability of information | 4 | 4 | ann_5435d4c6c7d4 | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_5ab1784f7f8b | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_c87999199fd6 | 2 | fear/threat | 4 | 4 | 4 | No reduction / fully justified | 4 | 4 | ann_5435d4c6c7d4 | ann_c87999199fd6 | ann_b2ffd624eb2c | 3 | 3 | pity/compassion/sympathy | pity/compassion/sympathy | 5 | 4 | 5 | 5 | 5 | 5 | No reduction / fully justified | No reduction / fully justified | 4 | 4 | 5 | 5 |
hansard | hansard_0041 | 41 | hansard_batch_005 | Aid must be allowed into Gaza. | The delivery of aid, including food, water, medicine and critical services, must be allowed immediately and unfettered. | The delivery of aid, including food, water, medicine and critical services, must be allowed immediately and unfettered. | real | human | pity/compassion/sympathy | 2 | Malnutrition exceeds 90%, and the Integrated Food Security Phase Classification announced that phase 5—famine—was reached in July this year. | Malnutrition exceeds 90%, and the Integrated Food Security Phase Classification announced that phase 5—famine—was reached in July this year. | real | openai_gpt_5_4 | ris | HIGH | ctxpair_000939 | original | ann_feea665f43b3 | 2 | pity/compassion/sympathy | 5 | 4 | 4 | Magnitude of outcomes/risks | Reliability of information | 4 | 4 | ann_90dec124ffef | 2 | pity/compassion/sympathy | 5 | 4 | 5 | No reduction / fully justified | 5 | 5 | ann_31640a6f0a96 | 2 | pity/compassion/sympathy | 3 | 5 | 4 | No reduction / fully justified | 5 | 5 | ann_52182c46e34b | 1 | loyalty/solidarity | 3 | 3 | 2 | No reduction / fully justified | 4 | 4 | ann_888690c36b32 | 0 | pride/flattery | 4 | 4 | 4 | Magnitude of outcomes/risks | Temporal proximity to the event | 3 | 3 | ann_52182c46e34b | ann_feea665f43b3 | ann_31640a6f0a96 | 2 | 2 | pity/compassion/sympathy | pity/compassion/sympathy | 3 | 3 | 4 | 3 | 4 | 4 | No reduction / fully justified | No reduction / fully justified | 4 | 4 | 4 | 4 |
hansard | hansard_0042 | 42 | hansard_batch_010 | Aid must be allowed into Gaza. | The delivery of aid, including food, water, medicine and critical services, must be allowed immediately and unfettered. | The delivery of aid, including food, water, medicine and critical services, must be allowed immediately and unfettered. | real | human | pity/compassion/sympathy | 2 | Malnutrition exceeds 90%, and [RIS]a local social media account[/RIS] announced that phase 5—famine was reached in July this year. | Malnutrition exceeds 90%, and the Integrated Food Security Phase Classification announced that phase 5—famine—was reached in July this year. | synthetic | openai_gpt_5_4 | ris | LOW | ctxpair_000939 | perturbed | ann_2a364d48869a | 2 | guilt/shame | 4 | 4 | 4 | Reliability of information | 4 | 4 | ann_1bd070cc7207 | 3 | pity/compassion/sympathy | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_8aa749eb3e7e | 3 | fear/threat | 5 | 5 | 5 | No reduction / fully justified | 5 | 5 | ann_62cde680f646 | 3 | none/unclear | 2 | 2 | not_applicable | N/A if none/unclear is selected for primary emotional appeal type | not_applicable | not_applicable | ann_aee267fd2a2f | 3 | none/unclear | 1 | not_applicable | not_applicable | N/A if none/unclear is selected for primary emotional appeal type | not_applicable | not_applicable | ann_1bd070cc7207 | ann_aee267fd2a2f | ann_62cde680f646 | 3 | 3 | pity/compassion/sympathy | none/unclear | 5 | 5 | 5 | 5 | 5 | 5 | No reduction / fully justified | No reduction / fully justified | 5 | 5 | 5 | 5 |
hansard | hansard_0043 | 43 | hansard_batch_021 | The UK should increase and prioritize defence spending. | Colleagues, the security of our nation hangs in the balance. We stand at a precipice, where failing to prioritise the defence of our homeland would be an unforgivable gamble with the safety of every British family. | defending and reinforcing the homeland defence of Britain is foremost in those terms of reference. | synthetic | deepseek_deepseek_v3_2 | fear/threat | 5 | He will therefore have seen and noted in the terms of reference of the strategic defence review, launched by the Prime Minister within two weeks of the Government being elected in July, that defending and reinforcing the homeland defence of Britain is foremost in those terms of reference. | He will therefore have seen and noted in the terms of reference of the strategic defence review, launched by the Prime Minister within two weeks of the Government being elected in July, that defending and reinforcing the homeland defence of Britain is foremost in those terms of reference. | real | anthropic_claude_opus_4_6 | sprox | HIGH | ctxpair_002862 | original | ann_361000c50a25 | 2 | fear/threat | 4 | 3 | 3 | No reduction / fully justified | 4 | 4 | ann_309fe5fd65b1 | 2 | fear/threat | 3 | 4 | 2 | Probability of outcomes/risks | Temporal proximity to the event | 4 | 3 | ann_681f4b0700e1 | 1 | fear/threat | 3 | 2 | 3 | Reliability of information | 3 | 3 | ann_e9cd2cbb8536 | 0 | fear/threat | 3 | 2 | 3 | Probability of outcomes/risks | 3 | 3 | ann_de86b24f53ad | 2 | loyalty/solidarity | 4 | 4 | 3 | Temporal proximity to the event | 3 | 3 | ann_309fe5fd65b1 | ann_de86b24f53ad | ann_681f4b0700e1 | 2 | 2 | fear/threat | fear/threat | 3 | 3 | 4 | 4 | 3 | 3 | Probability of outcomes/risks | Temporal proximity to the event | Temporal proximity to the event | 3 | 3 | 3 | 3 |
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Annotation data columns
ea_justification_annotations.csv contains 1,176 rows and 83 columns.
| Column group | Count | Labels/range | Description |
|---|---|---|---|
dataset, item_id, sample_rank, annotation_batch |
4 | dataset: hansard or qam; rank: positive integer |
Dataset source, item identifier, sampling order, and annotation batch. |
topic, argument, original_argument, argument_group |
4 | argument_group: real or synthetic |
Topic and argument text, original argument, and generation status. |
emotional_appeal_injector_model, source_emotional_appeal_type, source_emotional_appeal_strength |
3 | Model/human provenance; seven EA types; strength 2–5 |
Argument-generation provenance and intended appeal label. |
context, original_context, context_group |
3 | context_group: real or synthetic |
Presented context, original context, and perturbation status. |
context_perturber_model, context_aspect, context_level |
3 | Aspect: mag, prob, ris, sprox, tprox; level: LOW, MEDIUM, HIGH |
Perturbation model, aspect, and target level. |
context_pair_id, context_pair_role |
2 | Role: original or perturbed |
Original/perturbed context pairing. |
annotator_{1..5}_id |
5 | Anonymized categorical IDs | Annotator identifiers. |
annotator_{1..5}_context_support |
5 | Integer −3–3 |
Argument-context support rating. |
annotator_{1..5}_emotional_appeal_type |
5 | Nine EA-type labels | Primary emotional appeal. |
annotator_{1..5}_emotional_appeal_strength |
5 | Integer 1–5 |
Emotional-appeal strength. |
annotator_{1..5}_emotion_type_fit |
5 | Integer 1–5 or not_applicable |
Fit between the argument and identified emotion type. |
annotator_{1..5}_evidential_proportionality |
5 | Integer 1–5 or not_applicable |
Proportionality of the appeal to its evidence/context. |
annotator_{1..5}_evidential_proportionality_reasons |
5 | Pipe-separated selection from nine reason labels | Reasons for the evidential-proportionality rating. |
annotator_{1..5}_normative_acceptability |
5 | Integer 1–5 or not_applicable |
Normative acceptability rating. |
annotator_{1..5}_overall_justification |
5 | Integer 1–5 or not_applicable |
Overall justification rating. |
paper_top3_annotator_{1..3}_id |
3 | Anonymized categorical IDs | Annotators selected per batch for the paper analysis. |
{dimension}_all5_majority |
8 | Same domain as the corresponding dimension | Majority aggregates over all available annotators. |
{dimension}_paper_top3_majority |
8 | Same domain as the corresponding dimension | Majority aggregates over the selected top three. |
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