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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
prompt: string
chosen: string
rejected: string
metadata: string
adaption_task_id: string
completion: string
to
{'prompt': Value('string'), 'completion': Value('string'), 'adaption_task_id': Value('string'), 'metadata': Json(decode=True)}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 295, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              prompt: string
              chosen: string
              rejected: string
              metadata: string
              adaption_task_id: string
              completion: string
              to
              {'prompt': Value('string'), 'completion': Value('string'), 'adaption_task_id': Value('string'), 'metadata': Json(decode=True)}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1832, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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prompt
string
completion
string
adaption_task_id
string
metadata
unknown
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for general_public in Bihar, district focus Patna. Use heat_index_level=moderate_35-40C and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific quantified action, region-...
बिहार 35-40C गर्मी: लोग हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. चक्कर हो तो 108/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "heatwave", "intent_label": "preparedness_advice", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "bihar" ], "source_quality": "tier_1_official_gov", "source_corpus": "im...
Create the mirrored scam variant for pair 6d385b98-87bf-56de-81f4-ee60768e2e16 in Hindi as a sms. Keep the same state (Bihar), district focus (Patna), audience (general_public), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure, and a ...
तुरंत बिहार: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "bihar", "fraud_warning" ], "source_quality": "tier_1_official_gov"...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for general_public in Uttar Pradesh, district focus Varanasi. Use heat_index_level=severe_41-44C and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified action, re...
उत्तर प्रदेश 41-44C गंभीर लू: लोग हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. चक्कर हो तो 1930/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "heatwave", "intent_label": "scam_alert", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "uttar_pradesh" ], "source_quality": "tier_1_official_gov", "source_corpus": "pib...
Create the mirrored scam variant for pair 2ba605b3-c9cf-5d9a-8361-8ba66a4e296e in Hindi as a sms. Keep the same state (Uttar Pradesh), district focus (Varanasi), audience (general_public), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency press...
तुरंत उत्तर प्रदेश: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "uttar_pradesh", "fraud_warning" ], "source_quality": "tier_1_offic...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for general_public in Jharkhand, district focus Jamshedpur. Use heat_index_level=extreme_45C_plus and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quantified act...
झारखंड 45C से ऊपर तेज लू: लोग हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. चक्कर हो तो 108/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "heatstroke_health", "intent_label": "first_aid_instruction", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "jharkhand" ], "source_quality": "tier_1_official_gov", "sour...
Create the mirrored scam variant for pair 7a999032-c091-5713-81f4-f926d5c2c323 in Hindi as a sms. Keep the same state (Jharkhand), district focus (Jamshedpur), audience (general_public), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressur...
तुरंत झारखंड: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "jharkhand", "fraud_warning" ], "source_quality": "tier_1_official_...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for outdoor_worker in Bihar, district focus Bhojpur. Use heat_index_level=moderate_35-40C and time_of_day=all_day_alert. The completion must include five beats: situation acknowledgment, specific quantified action, regio...
बिहार 35-40C गर्मी: बाहर काम करने वाले मजदूर 11 बजे से पहले भारी काम करें. चक्कर हो तो 1077/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "worker_safety", "intent_label": "worker_safety_protocol", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "bihar", "worker_safety" ], "source_quality": "tier_1_official...
Create the mirrored scam variant for pair 71bb5fcc-c441-5bc6-adc7-0626a102590b in Hindi as a sms. Keep the same state (Bihar), district focus (Bhojpur), audience (outdoor_worker), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure, and ...
तुरंत बिहार: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "bihar", "fraud_warning", "worker_safety" ], "source_quality": ...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for outdoor_worker in Uttar Pradesh, district focus Gorakhpur. Use heat_index_level=severe_41-44C and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific quantified actio...
उत्तर प्रदेश 41-44C गंभीर लू: बाहर काम करने वाले मजदूर 11 बजे से पहले भारी काम करें. चक्कर हो तो 1077/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "worker_safety", "intent_label": "worker_safety_protocol", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "uttar_pradesh", "worker_safety" ], "source_quality": "tier_1_...
Create the mirrored scam variant for pair 8325552b-5110-5072-801c-5be963f4a64c in Hindi as a sms. Keep the same state (Uttar Pradesh), district focus (Gorakhpur), audience (outdoor_worker), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pres...
तुरंत उत्तर प्रदेश: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "uttar_pradesh", "fraud_warning", "worker_safety" ], "source_qu...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for outdoor_worker in Jharkhand, district focus Giridih. Use heat_index_level=extreme_45C_plus and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified action, regi...
झारखंड 45C से ऊपर तेज लू: बाहर काम करने वाले मजदूर 11 बजे से पहले भारी काम करें. चक्कर हो तो 1077/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "worker_safety", "intent_label": "worker_safety_protocol", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "jharkhand", "worker_safety" ], "source_quality": "tier_1_offi...
Create the mirrored scam variant for pair 91a1a060-a9f0-512b-9eb1-4a6c259e3319 in Hindi as a sms. Keep the same state (Jharkhand), district focus (Giridih), audience (outdoor_worker), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure, ...
तुरंत झारखंड: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "jharkhand", "fraud_warning", "worker_safety" ], "source_qualit...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for elderly in Bihar, district focus Rohtas. Use heat_index_level=moderate_35-40C and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quantified action, region-grou...
बिहार 35-40C गर्मी: बुजुर्ग और बीमार लोग ठंडे कमरे में रहें. चक्कर हो तो 104/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "heatstroke_health", "intent_label": "helpline_referral", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "bihar", "vulnerable_population" ], "source_quality": "tier_1_official...
Create the mirrored scam variant for pair 5ef5a923-c6ab-5fcd-9e20-1f17fa1e2f68 in Hindi as a sms. Keep the same state (Bihar), district focus (Rohtas), audience (elderly), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure, and a money ...
तुरंत बिहार: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "bihar", "fraud_warning", "vulnerable_population" ], "source_quality":...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for elderly in Uttar Pradesh, district focus Prayagraj. Use heat_index_level=severe_41-44C and time_of_day=all_day_alert. The completion must include five beats: situation acknowledgment, specific quantified action, regi...
उत्तर प्रदेश 41-44C गंभीर लू: बुजुर्ग और बीमार लोग ठंडे कमरे में रहें. चक्कर हो तो 1070/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "heatwave", "intent_label": "scam_alert", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "uttar_pradesh", "vulnerable_population" ], "source_quality": "tier_1_official_gov", ...
Create the mirrored scam variant for pair 14308daf-e7b7-5d03-9397-e2ece2327bc0 in Hindi as a sms. Keep the same state (Uttar Pradesh), district focus (Prayagraj), audience (elderly), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure, a...
तुरंत उत्तर प्रदेश: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "uttar_pradesh", "fraud_warning", "vulnerable_population" ], "source_q...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for elderly in Jharkhand, district focus Dhanbad. Use heat_index_level=extreme_45C_plus and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific quantified action, region-...
झारखंड 45C से ऊपर तेज लू: बुजुर्ग और बीमार लोग ठंडे कमरे में रहें. चक्कर हो तो 108/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "heatstroke_health", "intent_label": "first_aid_instruction", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "jharkhand", "vulnerable_population" ], "source_quality": "tier_1_...
Create the mirrored scam variant for pair 896f31c3-44f2-5dfd-9b16-7bbe133c3552 in Hindi as a sms. Keep the same state (Jharkhand), district focus (Dhanbad), audience (elderly), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure, and a m...
तुरंत झारखंड: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "jharkhand", "fraud_warning", "vulnerable_population" ], "source_quali...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for infant_caregiver in Bihar, district focus Aurangabad. Use heat_index_level=moderate_35-40C and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified action, regi...
बिहार 35-40C गर्मी: बच्चों के देखभाल करने वाले बच्चे को बार-बार सुरक्षित तरल दें और 4 घंटे में पेशाब देखें. चक्कर हो तो 104/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "bihar", "vulnerable_population" ], "source_...
Create the mirrored scam variant for pair 1e53f4eb-84fc-5d24-a399-d461d7551251 in Hindi as a sms. Keep the same state (Bihar), district focus (Aurangabad), audience (infant_caregiver), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure,...
तुरंत बिहार: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "bihar", "fraud_warning", "vulnerable_population" ], "source_...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for infant_caregiver in Uttar Pradesh, district focus Jhansi. Use heat_index_level=severe_41-44C and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quantified acti...
उत्तर प्रदेश 41-44C गंभीर लू: बच्चों के देखभाल करने वाले बच्चे को बार-बार सुरक्षित तरल दें और 4 घंटे में पेशाब देखें. चक्कर हो तो 104/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "uttar_pradesh", "vulnerable_population" ], ...
Create the mirrored scam variant for pair dd9e84c7-d487-5220-8248-39df0d177317 in Hindi as a sms. Keep the same state (Uttar Pradesh), district focus (Jhansi), audience (infant_caregiver), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency press...
तुरंत उत्तर प्रदेश: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "uttar_pradesh", "fraud_warning", "vulnerable_population" ], ...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for infant_caregiver in Jharkhand, district focus Hazaribagh. Use heat_index_level=extreme_45C_plus and time_of_day=all_day_alert. The completion must include five beats: situation acknowledgment, specific quantified act...
झारखंड 45C से ऊपर तेज लू: बच्चों के देखभाल करने वाले बच्चे को बार-बार सुरक्षित तरल दें और 4 घंटे में पेशाब देखें. चक्कर हो तो 1098/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "jharkhand", "vulnerable_population" ], "sou...
Create the mirrored scam variant for pair 576853b7-2343-519f-8806-89dc7fb1f700 in Hindi as a sms. Keep the same state (Jharkhand), district focus (Hazaribagh), audience (infant_caregiver), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency press...
तुरंत झारखंड: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "jharkhand", "fraud_warning", "vulnerable_population" ], "sou...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for pregnant_woman in Bihar, district focus Nalanda. Use heat_index_level=moderate_35-40C and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific quantified action, regio...
बिहार 35-40C गर्मी: गर्भवती महिलाएं 11-4 बजे बाहर न जाएं. चक्कर हो तो 108/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "bihar", "vulnerable_population" ], "source_qu...
Create the mirrored scam variant for pair e3c338c9-f062-55cf-9f82-b5656200903c in Hindi as a sms. Keep the same state (Bihar), district focus (Nalanda), audience (pregnant_woman), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure, and ...
तुरंत बिहार: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "bihar", "fraud_warning", "vulnerable_population" ], "source_qu...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for pregnant_woman in Uttar Pradesh, district focus Mirzapur. Use heat_index_level=severe_41-44C and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified action, re...
उत्तर प्रदेश 41-44C गंभीर लू: गर्भवती महिलाएं 11-4 बजे बाहर न जाएं. चक्कर हो तो 104/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "uttar_pradesh", "vulnerable_population" ], "s...
Create the mirrored scam variant for pair f6275ea6-e757-5242-a710-a586ab4d5d2e in Hindi as a sms. Keep the same state (Uttar Pradesh), district focus (Mirzapur), audience (pregnant_woman), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency press...
तुरंत उत्तर प्रदेश: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "uttar_pradesh", "fraud_warning", "vulnerable_population" ], "s...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for pregnant_woman in Jharkhand, district focus Ranchi. Use heat_index_level=extreme_45C_plus and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quantified action,...
झारखंड 45C से ऊपर तेज लू: गर्भवती महिलाएं 11-4 बजे बाहर न जाएं. चक्कर हो तो 1098/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "jharkhand", "vulnerable_population" ], "sourc...
Create the mirrored scam variant for pair 536de0a4-00d5-57c7-99d0-09d26dd4823f in Hindi as a sms. Keep the same state (Jharkhand), district focus (Ranchi), audience (pregnant_woman), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure, a...
तुरंत झारखंड: PM Heat Relief Yojana 30 मिनट में बंद. ठंडा सहायता के लिए 1800 पर OTP दें, Rs 99 भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "jharkhand", "fraud_warning", "vulnerable_population" ], "sourc...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for general_public in Bihar, district focus Gaya. Use heat_index_level=moderate_35-40C and time_of_day=all_day_alert. The completion must include five beats: situation acknowledgment, specific quantified action, reg...
बिहार लू अलर्ट स्थिति: बिहार में 35-40C गर्मी है, खासकर लोग के लिए. कार्रवाई: हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. क्यों: बिहार में गरम हवा और घनी बस्ती से पानी की कमी जल्दी हो सकती है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्पलाइन: गंभीर लक्षण हों तो 108 या 11...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "heatwave", "intent_label": "preparedness_advice", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "bihar" ], "source_quality": "tier_1_official_gov", "source_corpus"...
Create the mirrored scam variant for pair 07839960-050b-5eb1-9436-0a5c90378631 in Hindi as a whatsapp. Keep the same state (Bihar), district focus (Gaya), audience (general_public), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure, an...
तुरंत बिहार हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "bihar", "fraud_warning" ], "source_quality": "tier_1_official...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for general_public in Uttar Pradesh, district focus Lucknow. Use heat_index_level=severe_41-44C and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific quantified ac...
उत्तर प्रदेश लू अलर्ट स्थिति: उत्तर प्रदेश में 41-44C गंभीर लू है, खासकर लोग के लिए. कार्रवाई: हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. क्यों: उत्तर प्रदेश में लंबी यात्रा और खुले काम से लू का खतरा बढ़ता है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्पलाइन: गंभीर लक्ष...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "heatwave", "intent_label": "scam_alert", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "uttar_pradesh" ], "source_quality": "tier_1_official_gov", "source_corpus":...
Create the mirrored scam variant for pair d2fd3164-2a43-5054-8928-9f755803dc5f in Hindi as a whatsapp. Keep the same state (Uttar Pradesh), district focus (Lucknow), audience (general_public), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency p...
तुरंत उत्तर प्रदेश हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "uttar_pradesh", "fraud_warning" ], "source_quality": "tier_1_...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for general_public in Jharkhand, district focus Bokaro. Use heat_index_level=extreme_45C_plus and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified action, ...
झारखंड लू अलर्ट स्थिति: झारखंड में 45C से ऊपर तेज लू है, खासकर लोग के लिए. कार्रवाई: हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. क्यों: झारखंड के खनन और पठारी क्षेत्र में गर्मी और धूल दोनों जोखिम बढ़ाते हैं. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्पलाइन: गंभीर लक्षण ह...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "heatstroke_health", "intent_label": "first_aid_instruction", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "jharkhand" ], "source_quality": "tier_1_official_gov", ...
Create the mirrored scam variant for pair 003c02f8-c52f-59ab-95e4-ef0f6b73a8d8 in Hindi as a whatsapp. Keep the same state (Jharkhand), district focus (Bokaro), audience (general_public), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressu...
तुरंत झारखंड हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "jharkhand", "fraud_warning" ], "source_quality": "tier_1_offi...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for outdoor_worker in Bihar, district focus Muzaffarpur. Use heat_index_level=moderate_35-40C and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quantified ac...
बिहार लू अलर्ट स्थिति: बिहार में 35-40C गर्मी है, खासकर बाहर काम करने वाले मजदूर के लिए. कार्रवाई: 11 बजे से पहले भारी काम करें, हर घंटे 10 मिनट छाया में रुकें. क्यों: बिहार में गरम हवा और घनी बस्ती से पानी की कमी जल्दी हो सकती है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्पलाइन: ...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "worker_safety", "intent_label": "worker_safety_protocol", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "bihar", "worker_safety" ], "source_quality": "tier_1_off...
Create the mirrored scam variant for pair 36fb4cc7-42f4-5b9a-aef1-8eccc6208a89 in Hindi as a whatsapp. Keep the same state (Bihar), district focus (Muzaffarpur), audience (outdoor_worker), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency press...
तुरंत बिहार हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "bihar", "fraud_warning", "worker_safety" ], "source_quali...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for outdoor_worker in Uttar Pradesh, district focus Ballia. Use heat_index_level=severe_41-44C and time_of_day=all_day_alert. The completion must include five beats: situation acknowledgment, specific quantified act...
उत्तर प्रदेश लू अलर्ट स्थिति: उत्तर प्रदेश में 41-44C गंभीर लू है, खासकर बाहर काम करने वाले मजदूर के लिए. कार्रवाई: 11 बजे से पहले भारी काम करें, हर घंटे 10 मिनट छाया में रुकें. क्यों: उत्तर प्रदेश में लंबी यात्रा और खुले काम से लू का खतरा बढ़ता है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा....
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "worker_safety", "intent_label": "worker_safety_protocol", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "uttar_pradesh", "worker_safety" ], "source_quality": "ti...
Create the mirrored scam variant for pair e759ac29-8e92-5fee-94a9-17a6219c13d5 in Hindi as a whatsapp. Keep the same state (Uttar Pradesh), district focus (Ballia), audience (outdoor_worker), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pr...
तुरंत उत्तर प्रदेश हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "uttar_pradesh", "fraud_warning", "worker_safety" ], "sour...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for outdoor_worker in Jharkhand, district focus Palamu. Use heat_index_level=extreme_45C_plus and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific quantified acti...
झारखंड लू अलर्ट स्थिति: झारखंड में 45C से ऊपर तेज लू है, खासकर बाहर काम करने वाले मजदूर के लिए. कार्रवाई: 11 बजे से पहले भारी काम करें, हर घंटे 10 मिनट छाया में रुकें. क्यों: झारखंड के खनन और पठारी क्षेत्र में गर्मी और धूल दोनों जोखिम बढ़ाते हैं. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मा...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "worker_safety", "intent_label": "worker_safety_protocol", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "jharkhand", "worker_safety" ], "source_quality": "tier_1...
Create the mirrored scam variant for pair 31e03850-310f-5ffe-9dcb-52f6d5f3c923 in Hindi as a whatsapp. Keep the same state (Jharkhand), district focus (Palamu), audience (outdoor_worker), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressu...
तुरंत झारखंड हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "jharkhand", "fraud_warning", "worker_safety" ], "source_q...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for elderly in Bihar, district focus Patna. Use heat_index_level=moderate_35-40C and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified action, region-ground...
बिहार लू अलर्ट स्थिति: बिहार में 35-40C गर्मी है, खासकर बुजुर्ग और बीमार लोग के लिए. कार्रवाई: ठंडे कमरे में रहें, हर 30 मिनट तरल पिएं, और दिन में दो बार खैरियत देखें. क्यों: बिहार में गरम हवा और घनी बस्ती से पानी की कमी जल्दी हो सकती है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "heatstroke_health", "intent_label": "helpline_referral", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "bihar", "vulnerable_population" ], "source_quality": "tier_1_off...
Create the mirrored scam variant for pair 70a753bc-fe75-5aa8-9352-f91203f8b03f in Hindi as a whatsapp. Keep the same state (Bihar), district focus (Patna), audience (elderly), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure, and a mo...
तुरंत बिहार हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "bihar", "fraud_warning", "vulnerable_population" ], "source_qual...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for elderly in Uttar Pradesh, district focus Varanasi. Use heat_index_level=severe_41-44C and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quantified action...
उत्तर प्रदेश लू अलर्ट स्थिति: उत्तर प्रदेश में 41-44C गंभीर लू है, खासकर बुजुर्ग और बीमार लोग के लिए. कार्रवाई: ठंडे कमरे में रहें, हर 30 मिनट तरल पिएं, और दिन में दो बार खैरियत देखें. क्यों: उत्तर प्रदेश में लंबी यात्रा और खुले काम से लू का खतरा बढ़ता है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "heatwave", "intent_label": "scam_alert", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "uttar_pradesh", "vulnerable_population" ], "source_quality": "tier_1_official_go...
Create the mirrored scam variant for pair 060bf848-f97d-5893-af93-73b85c0e08ff in Hindi as a whatsapp. Keep the same state (Uttar Pradesh), district focus (Varanasi), audience (elderly), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressur...
तुरंत उत्तर प्रदेश हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "uttar_pradesh", "fraud_warning", "vulnerable_population" ], "sou...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for elderly in Jharkhand, district focus Jamshedpur. Use heat_index_level=extreme_45C_plus and time_of_day=all_day_alert. The completion must include five beats: situation acknowledgment, specific quantified action,...
झारखंड लू अलर्ट स्थिति: झारखंड में 45C से ऊपर तेज लू है, खासकर बुजुर्ग और बीमार लोग के लिए. कार्रवाई: ठंडे कमरे में रहें, हर 30 मिनट तरल पिएं, और दिन में दो बार खैरियत देखें. क्यों: झारखंड के खनन और पठारी क्षेत्र में गर्मी और धूल दोनों जोखिम बढ़ाते हैं. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "heatstroke_health", "intent_label": "first_aid_instruction", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "jharkhand", "vulnerable_population" ], "source_quality": "ti...
Create the mirrored scam variant for pair ed13012e-49da-52b3-96a8-82e71a23348b in Hindi as a whatsapp. Keep the same state (Jharkhand), district focus (Jamshedpur), audience (elderly), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure,...
तुरंत झारखंड हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "jharkhand", "fraud_warning", "vulnerable_population" ], "source_...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for infant_caregiver in Bihar, district focus Bhojpur. Use heat_index_level=moderate_35-40C and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific quantified action...
बिहार लू अलर्ट स्थिति: बिहार में 35-40C गर्मी है, खासकर बच्चों के देखभाल करने वाले के लिए. कार्रवाई: बच्चे को बार-बार सुरक्षित तरल दें और 4 घंटे में पेशाब देखें. क्यों: बिहार में गरम हवा और घनी बस्ती से पानी की कमी जल्दी हो सकती है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्पलाइन:...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "bihar", "vulnerable_population" ], "so...
Create the mirrored scam variant for pair 6c627cea-424f-59ca-963c-35263fd7ba4f in Hindi as a whatsapp. Keep the same state (Bihar), district focus (Bhojpur), audience (infant_caregiver), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressur...
तुरंत बिहार हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "bihar", "fraud_warning", "vulnerable_population" ], "so...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for infant_caregiver in Uttar Pradesh, district focus Gorakhpur. Use heat_index_level=severe_41-44C and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified ac...
उत्तर प्रदेश लू अलर्ट स्थिति: उत्तर प्रदेश में 41-44C गंभीर लू है, खासकर बच्चों के देखभाल करने वाले के लिए. कार्रवाई: बच्चे को बार-बार सुरक्षित तरल दें और 4 घंटे में पेशाब देखें. क्यों: उत्तर प्रदेश में लंबी यात्रा और खुले काम से लू का खतरा बढ़ता है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "uttar_pradesh", "vulnerable_population" ...
Create the mirrored scam variant for pair 0952d761-ee7e-5824-a5fe-3057f2e097f0 in Hindi as a whatsapp. Keep the same state (Uttar Pradesh), district focus (Gorakhpur), audience (infant_caregiver), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgen...
तुरंत उत्तर प्रदेश हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "uttar_pradesh", "fraud_warning", "vulnerable_population" ...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for infant_caregiver in Jharkhand, district focus Giridih. Use heat_index_level=extreme_45C_plus and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quantified...
झारखंड लू अलर्ट स्थिति: झारखंड में 45C से ऊपर तेज लू है, खासकर बच्चों के देखभाल करने वाले के लिए. कार्रवाई: बच्चे को बार-बार सुरक्षित तरल दें और 4 घंटे में पेशाब देखें. क्यों: झारखंड के खनन और पठारी क्षेत्र में गर्मी और धूल दोनों जोखिम बढ़ाते हैं. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. म...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "jharkhand", "vulnerable_population" ], ...
Create the mirrored scam variant for pair d2cb105a-cbc9-5f20-b816-52b73390a2c6 in Hindi as a whatsapp. Keep the same state (Jharkhand), district focus (Giridih), audience (infant_caregiver), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pre...
तुरंत झारखंड हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "jharkhand", "fraud_warning", "vulnerable_population" ], ...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for pregnant_woman in Bihar, district focus Rohtas. Use heat_index_level=moderate_35-40C and time_of_day=all_day_alert. The completion must include five beats: situation acknowledgment, specific quantified action, r...
बिहार लू अलर्ट स्थिति: बिहार में 35-40C गर्मी है, खासकर गर्भवती महिलाएं के लिए. कार्रवाई: 11-4 बजे बाहर न जाएं, ठंडे कमरे में आराम करें और ओआरएस पिएं. क्यों: बिहार में गरम हवा और घनी बस्ती से पानी की कमी जल्दी हो सकती है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्पलाइन: गंभीर लक्ष...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "bihar", "vulnerable_population" ], "sour...
Create the mirrored scam variant for pair fdb95fb3-c363-5846-82db-512ba026ea92 in Hindi as a whatsapp. Keep the same state (Bihar), district focus (Rohtas), audience (pregnant_woman), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency pressure, ...
तुरंत बिहार हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "bihar", "fraud_warning", "vulnerable_population" ], "sour...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for pregnant_woman in Uttar Pradesh, district focus Prayagraj. Use heat_index_level=severe_41-44C and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific quantified ...
उत्तर प्रदेश लू अलर्ट स्थिति: उत्तर प्रदेश में 41-44C गंभीर लू है, खासकर गर्भवती महिलाएं के लिए. कार्रवाई: 11-4 बजे बाहर न जाएं, ठंडे कमरे में आराम करें और ओआरएस पिएं. क्यों: उत्तर प्रदेश में लंबी यात्रा और खुले काम से लू का खतरा बढ़ता है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "uttar_pradesh", "vulnerable_population" ],...
Create the mirrored scam variant for pair 4f698e7a-6afc-5664-b182-2c3d6b577f00 in Hindi as a whatsapp. Keep the same state (Uttar Pradesh), district focus (Prayagraj), audience (pregnant_woman), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency...
तुरंत उत्तर प्रदेश हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "uttar_pradesh", "fraud_warning", "vulnerable_population" ],...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for pregnant_woman in Jharkhand, district focus Dhanbad. Use heat_index_level=extreme_45C_plus and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified action,...
झारखंड लू अलर्ट स्थिति: झारखंड में 45C से ऊपर तेज लू है, खासकर गर्भवती महिलाएं के लिए. कार्रवाई: 11-4 बजे बाहर न जाएं, ठंडे कमरे में आराम करें और ओआरएस पिएं. क्यों: झारखंड के खनन और पठारी क्षेत्र में गर्मी और धूल दोनों जोखिम बढ़ाते हैं. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्पल...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "jharkhand", "vulnerable_population" ], "...
Create the mirrored scam variant for pair 02e53e8f-a3a3-5878-bc19-a0ffa0d68205 in Hindi as a whatsapp. Keep the same state (Jharkhand), district focus (Dhanbad), audience (pregnant_woman), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency press...
तुरंत झारखंड हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "jharkhand", "fraud_warning", "vulnerable_population" ], "...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a official bulletin heatwave advisory in Hindi for general_public in Bihar, district focus Aurangabad. Use heat_index_level=moderate_35-40C and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quant...
आधिकारिक लू सलाह - बिहार स्थिति: बिहार में 35-40C गर्मी है, खासकर लोग के लिए. कार्रवाई: हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. क्यों: बिहार में गरम हवा और घनी बस्ती से पानी की कमी जल्दी हो सकती है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्पलाइन: गंभीर लक्षण हों तो...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "official_bulletin", "disaster_type": "heatwave", "intent_label": "preparedness_advice", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "bihar" ], "source_quality": "tier_1_official_gov", "sourc...
Create the mirrored scam variant for pair dc2b08f7-cb51-5aa0-b352-072ecfa1ae82 in Hindi as a official bulletin. Keep the same state (Bihar), district focus (Aurangabad), audience (general_public), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgen...
तुरंत बिहार हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "official_bulletin", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "bihar", "fraud_warning" ], "source_quality": "tier_1...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a official bulletin heatwave advisory in Hindi for general_public in Uttar Pradesh, district focus Jhansi. Use heat_index_level=severe_41-44C and time_of_day=all_day_alert. The completion must include five beats: situation acknowledgment, specific quant...
आधिकारिक लू सलाह - उत्तर प्रदेश स्थिति: उत्तर प्रदेश में 41-44C गंभीर लू है, खासकर लोग के लिए. कार्रवाई: हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. क्यों: उत्तर प्रदेश में लंबी यात्रा और खुले काम से लू का खतरा बढ़ता है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्पलाइन: ...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "official_bulletin", "disaster_type": "heatwave", "intent_label": "scam_alert", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "uttar_pradesh" ], "source_quality": "tier_1_official_gov", "source...
Create the mirrored scam variant for pair dd61540c-a3e1-5334-9baa-255077c65da1 in Hindi as a official bulletin. Keep the same state (Uttar Pradesh), district focus (Jhansi), audience (general_public), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, u...
तुरंत उत्तर प्रदेश हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "official_bulletin", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "uttar_pradesh", "fraud_warning" ], "source_quality":...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a official bulletin heatwave advisory in Hindi for general_public in Jharkhand, district focus Hazaribagh. Use heat_index_level=extreme_45C_plus and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific qu...
आधिकारिक लू सलाह - झारखंड स्थिति: झारखंड में 45C से ऊपर तेज लू है, खासकर लोग के लिए. कार्रवाई: हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. क्यों: झारखंड के खनन और पठारी क्षेत्र में गर्मी और धूल दोनों जोखिम बढ़ाते हैं. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्पलाइन: गंभ...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "official_bulletin", "disaster_type": "heatstroke_health", "intent_label": "first_aid_instruction", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "jharkhand" ], "source_quality": "tier_1_official...
Create the mirrored scam variant for pair 7e08e27c-6e7e-5370-b892-e22e6b94315b in Hindi as a official bulletin. Keep the same state (Jharkhand), district focus (Hazaribagh), audience (general_public), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, u...
तुरंत झारखंड हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "official_bulletin", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "jharkhand", "fraud_warning" ], "source_quality": "ti...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a official bulletin heatwave advisory in Hindi for outdoor_worker in Bihar, district focus Nalanda. Use heat_index_level=moderate_35-40C and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified act...
आधिकारिक लू सलाह - बिहार स्थिति: बिहार में 35-40C गर्मी है, खासकर बाहर काम करने वाले मजदूर के लिए. कार्रवाई: 11 बजे से पहले भारी काम करें, हर घंटे 10 मिनट छाया में रुकें. क्यों: बिहार में गरम हवा और घनी बस्ती से पानी की कमी जल्दी हो सकती है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य ह...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "official_bulletin", "disaster_type": "worker_safety", "intent_label": "worker_safety_protocol", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "bihar", "worker_safety" ], "source_quality": "t...
Create the mirrored scam variant for pair 19e72529-a9ba-53f8-853e-2256ce94476c in Hindi as a official bulletin. Keep the same state (Bihar), district focus (Nalanda), audience (outdoor_worker), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana, urgency ...
तुरंत बिहार हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "official_bulletin", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "bihar", "fraud_warning", "worker_safety" ], "sou...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a official bulletin heatwave advisory in Hindi for outdoor_worker in Uttar Pradesh, district focus Mirzapur. Use heat_index_level=severe_41-44C and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific q...
आधिकारिक लू सलाह - उत्तर प्रदेश स्थिति: उत्तर प्रदेश में 41-44C गंभीर लू है, खासकर बाहर काम करने वाले मजदूर के लिए. कार्रवाई: 11 बजे से पहले भारी काम करें, हर घंटे 10 मिनट छाया में रुकें. क्यों: उत्तर प्रदेश में लंबी यात्रा और खुले काम से लू का खतरा बढ़ता है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम स...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "official_bulletin", "disaster_type": "worker_safety", "intent_label": "worker_safety_protocol", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "uttar_pradesh", "worker_safety" ], "source_qual...
Create the mirrored scam variant for pair 5d65ab52-e045-5f7a-99c5-9b68e9f5afda in Hindi as a official bulletin. Keep the same state (Uttar Pradesh), district focus (Mirzapur), audience (outdoor_worker), and heat context, but replace the safe helpline/action with fraud markers: fake helpline, fake PM Heat Relief Yojana,...
तुरंत उत्तर प्रदेश हीट सहायता: PM Heat Relief Yojana आज बंद हो रही है. नकली हेल्पलाइन 1800 पर OTP/Aadhaar दें और Rs 99 प्रोसेसिंग फीस भरें.
classify_scam_pair
{ "language": "hin", "script": "Deva", "surface_format": "official_bulletin", "disaster_type": "disaster_scam_heat", "intent_label": "scam_attempt", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "uttar_pradesh", "fraud_warning", "worker_safety" ]...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for general_public in Bihar, district focus Patna. Use heat_index_level=severe_41-44C and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quantified action, region-...
बिहार 41-44C गंभीर लू: लोग हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. चक्कर हो तो 108/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "heatwave", "intent_label": "preparedness_advice", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "bihar" ], "source_quality": "tier_1_official_gov", "source_corpus": "im...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for general_public in Uttar Pradesh, district focus Varanasi. Use heat_index_level=extreme_45C_plus and time_of_day=all_day_alert. The completion must include five beats: situation acknowledgment, specific quantified act...
उत्तर प्रदेश 45C से ऊपर तेज लू: लोग हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. चक्कर हो तो 1930/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "heatwave", "intent_label": "scam_alert", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "uttar_pradesh" ], "source_quality": "tier_1_official_gov", "source_corpus": "pib...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for general_public in Jharkhand, district focus Jamshedpur. Use heat_index_level=moderate_35-40C and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific quantified action...
झारखंड 35-40C गर्मी: लोग हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. चक्कर हो तो 108/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "heatstroke_health", "intent_label": "first_aid_instruction", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "jharkhand" ], "source_quality": "tier_1_official_gov", "sour...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for outdoor_worker in Bihar, district focus Bhojpur. Use heat_index_level=severe_41-44C and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified action, region-grou...
बिहार 41-44C गंभीर लू: बाहर काम करने वाले मजदूर 11 बजे से पहले भारी काम करें. चक्कर हो तो 1077/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "worker_safety", "intent_label": "worker_safety_protocol", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "bihar", "worker_safety" ], "source_quality": "tier_1_official...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for outdoor_worker in Uttar Pradesh, district focus Gorakhpur. Use heat_index_level=extreme_45C_plus and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quantified ...
उत्तर प्रदेश 45C से ऊपर तेज लू: बाहर काम करने वाले मजदूर 11 बजे से पहले भारी काम करें. चक्कर हो तो 1077/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "worker_safety", "intent_label": "worker_safety_protocol", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "uttar_pradesh", "worker_safety" ], "source_quality": "tier_1_...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for outdoor_worker in Jharkhand, district focus Giridih. Use heat_index_level=moderate_35-40C and time_of_day=all_day_alert. The completion must include five beats: situation acknowledgment, specific quantified action, r...
झारखंड 35-40C गर्मी: बाहर काम करने वाले मजदूर 11 बजे से पहले भारी काम करें. चक्कर हो तो 1077/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "worker_safety", "intent_label": "worker_safety_protocol", "domain_tags": [ "heatwave", "structured_five_part_completion", "outdoor_worker", "jharkhand", "worker_safety" ], "source_quality": "tier_1_offi...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for elderly in Bihar, district focus Rohtas. Use heat_index_level=severe_41-44C and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific quantified action, region-grounded...
बिहार 41-44C गंभीर लू: बुजुर्ग और बीमार लोग ठंडे कमरे में रहें. चक्कर हो तो 104/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "heatstroke_health", "intent_label": "helpline_referral", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "bihar", "vulnerable_population" ], "source_quality": "tier_1_official...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for elderly in Uttar Pradesh, district focus Prayagraj. Use heat_index_level=extreme_45C_plus and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified action, regio...
उत्तर प्रदेश 45C से ऊपर तेज लू: बुजुर्ग और बीमार लोग ठंडे कमरे में रहें. चक्कर हो तो 1070/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "heatwave", "intent_label": "scam_alert", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "uttar_pradesh", "vulnerable_population" ], "source_quality": "tier_1_official_gov", ...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for elderly in Jharkhand, district focus Dhanbad. Use heat_index_level=moderate_35-40C and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quantified action, region...
झारखंड 35-40C गर्मी: बुजुर्ग और बीमार लोग ठंडे कमरे में रहें. चक्कर हो तो 108/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "heatstroke_health", "intent_label": "first_aid_instruction", "domain_tags": [ "heatwave", "structured_five_part_completion", "elderly", "jharkhand", "vulnerable_population" ], "source_quality": "tier_1_...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for infant_caregiver in Bihar, district focus Aurangabad. Use heat_index_level=severe_41-44C and time_of_day=all_day_alert. The completion must include five beats: situation acknowledgment, specific quantified action, re...
बिहार 41-44C गंभीर लू: बच्चों के देखभाल करने वाले बच्चे को बार-बार सुरक्षित तरल दें और 4 घंटे में पेशाब देखें. चक्कर हो तो 104/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "bihar", "vulnerable_population" ], "source_...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for infant_caregiver in Uttar Pradesh, district focus Jhansi. Use heat_index_level=extreme_45C_plus and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific quantified act...
उत्तर प्रदेश 45C से ऊपर तेज लू: बच्चों के देखभाल करने वाले बच्चे को बार-बार सुरक्षित तरल दें और 4 घंटे में पेशाब देखें. चक्कर हो तो 104/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "uttar_pradesh", "vulnerable_population" ], ...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for infant_caregiver in Jharkhand, district focus Hazaribagh. Use heat_index_level=moderate_35-40C and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified action, ...
झारखंड 35-40C गर्मी: बच्चों के देखभाल करने वाले बच्चे को बार-बार सुरक्षित तरल दें और 4 घंटे में पेशाब देखें. चक्कर हो तो 1098/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "infant_caregiver", "jharkhand", "vulnerable_population" ], "sou...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for pregnant_woman in Bihar, district focus Nalanda. Use heat_index_level=severe_41-44C and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quantified action, regio...
बिहार 41-44C गंभीर लू: गर्भवती महिलाएं 11-4 बजे बाहर न जाएं. चक्कर हो तो 108/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "bihar", "vulnerable_population" ], "source_qu...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for pregnant_woman in Uttar Pradesh, district focus Mirzapur. Use heat_index_level=extreme_45C_plus and time_of_day=all_day_alert. The completion must include five beats: situation acknowledgment, specific quantified act...
उत्तर प्रदेश 45C से ऊपर तेज लू: गर्भवती महिलाएं 11-4 बजे बाहर न जाएं. चक्कर हो तो 104/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "uttar_pradesh", "vulnerable_population" ], "s...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a sms heatwave advisory in Hindi for pregnant_woman in Jharkhand, district focus Ranchi. Use heat_index_level=moderate_35-40C and time_of_day=morning_shift. The completion must include five beats: situation acknowledgment, specific quantified action, re...
झारखंड 35-40C गर्मी: गर्भवती महिलाएं 11-4 बजे बाहर न जाएं. चक्कर हो तो 104/112 कॉल करें.
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "sms", "disaster_type": "vulnerable_population", "intent_label": "vulnerable_population_guidance", "domain_tags": [ "heatwave", "structured_five_part_completion", "pregnant_woman", "jharkhand", "vulnerable_population" ], "sourc...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for general_public in Bihar, district focus Gaya. Use heat_index_level=severe_41-44C and time_of_day=noon_peak. The completion must include five beats: situation acknowledgment, specific quantified action, region-gr...
बिहार लू अलर्ट स्थिति: बिहार में 41-44C गंभीर लू है, खासकर लोग के लिए. कार्रवाई: हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. क्यों: बिहार में गरम हवा और घनी बस्ती से पानी की कमी जल्दी हो सकती है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्पलाइन: गंभीर लक्षण हों तो 1930 य...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "heatwave", "intent_label": "scam_alert", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "bihar" ], "source_quality": "tier_1_official_gov", "source_corpus": "ndma",...
As a Bihar/UP/Jharkhand SDMA disaster-response communicator, draft a whatsapp heatwave advisory in Hindi for general_public in Uttar Pradesh, district focus Lucknow. Use heat_index_level=extreme_45C_plus and time_of_day=evening_cooling. The completion must include five beats: situation acknowledgment, specific quantifi...
उत्तर प्रदेश लू अलर्ट स्थिति: उत्तर प्रदेश में 45C से ऊपर तेज लू है, खासकर लोग के लिए. कार्रवाई: हर 30 मिनट पानी या ओआरएस पिएं और 12-3 बजे धूप से बचें. क्यों: उत्तर प्रदेश में लंबी यात्रा और खुले काम से लू का खतरा बढ़ता है. खतरे के संकेत: चक्कर, बेहोशी, उलझन, ऐंठन, तेज धड़कन या गरम सूखी त्वचा. मान्य हेल्पलाइन: गंभीर लक...
compose_structured_heat_advisory
{ "language": "hin", "script": "Deva", "surface_format": "whatsapp", "disaster_type": "heatwave", "intent_label": "scam_alert", "domain_tags": [ "heatwave", "structured_five_part_completion", "general_public", "uttar_pradesh" ], "source_quality": "tier_1_official_gov", "source_corpus":...
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Check out the documentation for more information.

Adaption Upload Bundles

Generated by scripts/grade_a_rebuild.py with blueprint grade_a_2026_04_30.

File Use
instruction_dataset_main.jsonl Full structured instruction upload (1680 rows)
instruction_dataset_smoke.jsonl 50-row smoke test, 5 languages x 5 formats x 2 rows
instruction_dataset_smoke_v2.jsonl Same smoke set for the previous filename expected by notes
preference_pairs_scams.jsonl Mirrored genuine-vs-scam preference pairs (120 pairs)

Hard rules: validated helplines only in genuine rows; scam rows are explicitly tagged variant_type=heat_scam and carry intentional fake-number/payment/OTP markers. Santali rows are manual/native-validated only, with no automatic Adaption expansion.

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