Datasets:
user stringlengths 10 24.4k ⌀ | assistant stringlengths 1 41k | enhanced_prompt stringlengths 13 18.1k ⌀ | enhanced_completion stringlengths 71 178k | metadata dict | original_context stringclasses 1
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In a smallholder maize field in the north-facing terrace, marginal leaf chlorosis and browning on older leaves was observed at the flowering stage. Detailed inspection revealed interveinal chlorosis developed with the veins remaining green, progressing to a reddish-purple discoloration between the veins. | {"primary_diagnosis": "Magnesium deficiency", "host_crop": "Maize", "ambiguous_symptom": "marginal leaf chlorosis and browning on older leaves", "ruled_out_alternatives": ["Potassium deficiency"], "distinguishing_evidence": "Interveinal chlorosis developed with the veins remaining green, progressing to a reddish-purple... | null | {
"primary_diagnosis": "Magnesium Deficiency",
"host_crop": "Maize",
"ambiguous_symptom": "Marginal leaf chlorosis and browning on older leaves",
"ruled_out_alternatives": [
"Nitrogen Deficiency",
"Phosphorus Deficiency",
"Potassium Deficiency",
"Zinc Deficiency"
],
"distinguishing_evidence"... | {
"host_crop": "Maize",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder soybean field in the eastern block of the farm, stunted growth with leaf mottling was observed midway through the growing season. Detailed inspection revealed the stunting was accompanied by twisted, cupped leaves and appeared suddenly, confined to a specific area of the field consistent with spray dri... | {"primary_diagnosis": "Herbicide drift injury", "host_crop": "Soybean", "ambiguous_symptom": "stunted growth with leaf mottling", "ruled_out_alternatives": ["Zinc deficiency", "Viral mosaic infection"], "distinguishing_evidence": "The stunting was accompanied by twisted, cupped leaves and appeared suddenly, confined to... | null | ```json
{
"primary_diagnosis": "Herbicide Injury (Growth Regulator Drift)",
"host_crop": "Soybean",
"ambiguous_symptom": "Stunted growth with leaf mottling",
"ruled_out_alternatives": [
"Soybean Mosaic Virus",
"Bean Pod Mottle Virus",
"Zinc deficiency"
],
"distinguishing_evidence": "The stunting... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Extension officers surveying pea plots in the valley bottom field recorded seedling collapse near the soil line during an unusually dry spell, and upon closer examination, seedlings collapsed with a water-soaked, thread-like lesion at the stem base, occurring in cold, waterlogged soil. | {"primary_diagnosis": "Pythium damping-off", "host_crop": "Pea", "ambiguous_symptom": "seedling collapse near the soil line", "ruled_out_alternatives": ["Rhizoctonia damping-off", "Fusarium root rot"], "distinguishing_evidence": "Seedlings collapsed with a water-soaked, thread-like lesion at the stem base, occurring in... | null | ```json
{
"primary_diagnosis": "Pythium damping-off",
"host_crop": "Pea",
"ambiguous_symptom": "Seedling collapse near the soil line",
"ruled_out_alternatives": [
"Rhizoctonia solani",
"Fusarium spp."
],
"distinguishing_evidence": "The report describes water-soaked, thread-like lesions at the stem b... | {
"host_crop": "Pea",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Extension officers surveying maize plots in the community farm recorded yellowing of the leaves during the early rainy season, and upon closer examination, the yellowing formed a mottled, patchy pattern rather than uniform chlorosis, accompanied by mild leaf distortion. | {"primary_diagnosis": "Viral mosaic infection", "host_crop": "Maize", "ambiguous_symptom": "yellowing of the leaves", "ruled_out_alternatives": ["Nitrogen deficiency", "Iron deficiency (chlorosis)", "Sulfur deficiency"], "distinguishing_evidence": "The yellowing formed a mottled, patchy pattern rather than uniform chlo... | null | ```json
{
"primary_diagnosis": "Viral mosaic infection (e.g., Maize Dwarf Mosaic Virus)",
"host_crop": "Maize",
"ambiguous_symptom": "Leaf yellowing",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Iron deficiency",
"Sulfur deficiency",
"Herbicide injury"
],
"distinguishing_evidence": "... | {
"host_crop": "Maize",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder pepper field in a lowland irrigation scheme, spotting on the leaves was observed during an unusually dry spell. Detailed inspection revealed the leaf spots were small, water-soaked, and angular rather than circular, lacking the concentric rings of a fungal blight, and similar lesions appeared on the fr... | {"primary_diagnosis": "Bacterial spot", "host_crop": "Pepper", "ambiguous_symptom": "spotting on the leaves", "ruled_out_alternatives": ["Early blight (Alternaria solani)", "Septoria leaf spot"], "distinguishing_evidence": "The leaf spots were small, water-soaked, and angular rather than circular, lacking the concentri... | null | {
"primary_diagnosis": "Bacterial spot (Xanthomonas spp.)",
"host_crop": "Pepper",
"ambiguous_symptom": "Leaf spotting",
"ruled_out_alternatives": [
"Fungal blight (e.g., Alternaria spp.)",
"Septoria leaf spot",
"Cercospora leaf spot"
],
"distinguishing_evidence": "The leaf spots were small, wat... | {
"host_crop": "Pepper",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Extension officers surveying bean plots in the north-facing terrace recorded nitrogen deficiency symptoms in a legume crop during an unusually dry spell, and upon closer examination, root nodules were present and pink inside, indicating active nitrogen fixation, yet deficiency symptoms persisted, pointing to a separate... | {"primary_diagnosis": "Soil nitrogen deficiency unrelated to nodulation", "host_crop": "Bean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Poor rhizobial nodulation (inoculation failure)"], "distinguishing_evidence": "Root nodules were present and pink inside, indic... | null | ```json
{
"primary_diagnosis": "Non-nitrogen soil nutrient deficiency",
"host_crop": "Bean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Poor rhizobial nodulation (inoculation failure)"
],
"distinguishing_evidence": "Root nodules were pres... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A field report on bean in the eastern block of the farm described nitrogen deficiency symptoms in a legume crop. Closer inspection showed root nodules were present and pink inside, indicating active nitrogen fixation, yet deficiency symptoms persisted, pointing to a separate soil nutrient issue. | {"primary_diagnosis": "Soil nitrogen deficiency unrelated to nodulation", "host_crop": "Bean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Poor rhizobial nodulation (inoculation failure)"], "distinguishing_evidence": "Root nodules were present and pink inside, indic... | null | ```json
{
"primary_diagnosis": "Non-Nitrogen Soil Nutrient Deficiency",
"host_crop": "Bean",
"ambiguous_symptom": "Nitrogen deficiency symptoms in a legume crop",
"ruled_out_alternatives": [
"Nitrogen deficiency due to nodulation failure"
],
"distinguishing_evidence": "Root nodules were present and pink... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining tomato plants in the eastern block of the farm noted wilting of the plant. On further investigation, wilting occurred rapidly across the entire plant with no preceding yellowing, and a cut stem placed in water released a milky bacterial ooze. | {"primary_diagnosis": "Bacterial wilt (Ralstonia solanacearum)", "host_crop": "Tomato", "ambiguous_symptom": "wilting of the plant", "ruled_out_alternatives": ["Fusarium wilt", "Verticillium wilt", "Root-knot nematode damage"], "distinguishing_evidence": "Wilting occurred rapidly across the entire plant with no precedi... | null | {
"primary_diagnosis": "Bacterial Wilt (Ralstonia solanacearum)",
"host_crop": "Tomato",
"ambiguous_symptom": "Rapid wilting across the entire plant",
"ruled_out_alternatives": [
"Fusarium wilt",
"Verticillium wilt"
],
"distinguishing_evidence": "Rapid whole-plant wilting with no preceding yellowing... | {
"host_crop": "Tomato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder bean field in a research station trial plot, nitrogen deficiency symptoms in a legume crop was observed. Detailed inspection revealed root nodules were present and pink inside, indicating active nitrogen fixation, yet deficiency symptoms persisted, pointing to a separate soil nutrient issue. | {"primary_diagnosis": "Soil nitrogen deficiency unrelated to nodulation", "host_crop": "Bean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Poor rhizobial nodulation (inoculation failure)"], "distinguishing_evidence": "Root nodules were present and pink inside, indic... | null | ```json
{
"primary_diagnosis": "Sulfur deficiency",
"host_crop": "Bean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Rhizobial inoculation failure"
],
"distinguishing_evidence": "Root nodules were present and pink inside, indicating active... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A field report on potato in a research station trial plot described marginal leaf chlorosis and browning on older leaves during the early rainy season. Closer inspection showed interveinal chlorosis developed with the veins remaining green, progressing to a reddish-purple discoloration between the veins. | {"primary_diagnosis": "Magnesium deficiency", "host_crop": "Potato", "ambiguous_symptom": "marginal leaf chlorosis and browning on older leaves", "ruled_out_alternatives": ["Potassium deficiency"], "distinguishing_evidence": "Interveinal chlorosis developed with the veins remaining green, progressing to a reddish-purpl... | null | ```json
{
"primary_diagnosis": "Magnesium deficiency",
"host_crop": "Potato",
"ambiguous_symptom": "Marginal leaf chlorosis and browning on older leaves",
"ruled_out_alternatives": [
"Potassium deficiency",
"Phosphorus deficiency",
"Nitrogen deficiency",
"Early blight"
],
"distinguishing_evi... | {
"host_crop": "Potato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining citrus plants in Plot 4 noted yellowing of the leaves following a period of heavy rainfall. On further investigation, the yellowing appeared on the youngest leaves first, with the veins remaining distinctly green (interveinal chlorosis). | {"primary_diagnosis": "Iron deficiency (chlorosis)", "host_crop": "Citrus", "ambiguous_symptom": "yellowing of the leaves", "ruled_out_alternatives": ["Nitrogen deficiency", "Sulfur deficiency", "Viral mosaic infection"], "distinguishing_evidence": "The yellowing appeared on the youngest leaves first, with the veins re... | null | ```json
{
"primary_diagnosis": "Iron deficiency",
"host_crop": "Citrus",
"ambiguous_symptom": "Interveinal chlorosis",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Magnesium deficiency"
],
"distinguishing_evidence": "The report states yellowing appeared on the youngest leaves first, whereas N... | {
"host_crop": "Citrus",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining tomato plants in a lowland irrigation scheme noted a lesion on the fruit. On further investigation, circular sunken lesions with concentric rings developed anywhere on the fruit surface, not limited to the blossom end, producing pink spore masses under humid conditions. | {"primary_diagnosis": "Anthracnose fruit rot", "host_crop": "Tomato", "ambiguous_symptom": "a lesion on the fruit", "ruled_out_alternatives": ["Blossom-end rot (calcium deficiency / water stress)"], "distinguishing_evidence": "Circular sunken lesions with concentric rings developed anywhere on the fruit surface, not li... | null | ```json
{
"primary_diagnosis": "Anthracnose (Colletotrichum spp.)",
"host_crop": "Tomato",
"ambiguous_symptom": "Circular sunken lesions with concentric rings",
"ruled_out_alternatives": [
"Blossom End Rot",
"Early Blight"
],
"distinguishing_evidence": "Lesions developed anywhere on the fruit surfac... | {
"host_crop": "Tomato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A grower in the community farm reported a lesion on the fruit on watermelon about three weeks after planting. Field inspection confirmed circular sunken lesions with concentric rings developed anywhere on the fruit surface, not limited to the blossom end, producing pink spore masses under humid conditions. | {"primary_diagnosis": "Anthracnose fruit rot", "host_crop": "Watermelon", "ambiguous_symptom": "a lesion on the fruit", "ruled_out_alternatives": ["Blossom-end rot (calcium deficiency / water stress)"], "distinguishing_evidence": "Circular sunken lesions with concentric rings developed anywhere on the fruit surface, no... | null | ```json
{
"primary_diagnosis": "Anthracnose (Colletotrichum orbiculare)",
"host_crop": "Watermelon",
"ambiguous_symptom": "Circular sunken lesions",
"ruled_out_alternatives": [
"Blossom End Rot",
"Gummy Stem Blight (Black Rot)"
],
"distinguishing_evidence": "Lesions occurring anywhere on the fruit s... | {
"host_crop": "Watermelon",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder citrus field in a smallholder cooperative plot, yellowing of the leaves was observed about three weeks after planting. Detailed inspection revealed the yellowing appeared on the youngest leaves first, with the veins remaining distinctly green (interveinal chlorosis). | {"primary_diagnosis": "Iron deficiency (chlorosis)", "host_crop": "Citrus", "ambiguous_symptom": "yellowing of the leaves", "ruled_out_alternatives": ["Nitrogen deficiency", "Sulfur deficiency", "Viral mosaic infection"], "distinguishing_evidence": "The yellowing appeared on the youngest leaves first, with the veins re... | null | {
"primary_diagnosis": "Iron deficiency",
"host_crop": "Citrus",
"ambiguous_symptom": "Yellowing of the leaves",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Magnesium deficiency",
"Sulfur deficiency",
"Viral mosaic infection"
],
"distinguishing_evidence": "The yellowing appeared on t... | {
"host_crop": "Citrus",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Extension officers surveying tomato plots in the lower field near the river recorded marginal leaf chlorosis and browning on older leaves shortly before harvest, and upon closer examination, chlorosis and browning began at the leaf margins (leaf scorch) while the leaf interior remained green longer. | {"primary_diagnosis": "Potassium deficiency", "host_crop": "Tomato", "ambiguous_symptom": "marginal leaf chlorosis and browning on older leaves", "ruled_out_alternatives": ["Magnesium deficiency"], "distinguishing_evidence": "Chlorosis and browning began at the leaf margins (leaf scorch) while the leaf interior remaine... | null | {
"primary_diagnosis": "Potassium deficiency",
"host_crop": "Tomato",
"ambiguous_symptom": "Marginal leaf chlorosis and browning on older leaves",
"ruled_out_alternatives": [
"Magnesium deficiency",
"Early Blight (Alternaria solani)",
"Nitrogen deficiency"
],
"distinguishing_evidence": "The repo... | {
"host_crop": "Tomato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A field report on soybean in a three-acre demonstration plot described stunted growth with leaf mottling midway through the growing season. Closer inspection showed the stunting was accompanied by twisted, cupped leaves and appeared suddenly, confined to a specific area of the field consistent with spray drift from a n... | {"primary_diagnosis": "Herbicide drift injury", "host_crop": "Soybean", "ambiguous_symptom": "stunted growth with leaf mottling", "ruled_out_alternatives": ["Zinc deficiency", "Viral mosaic infection"], "distinguishing_evidence": "The stunting was accompanied by twisted, cupped leaves and appeared suddenly, confined to... | null | ```json
{
"primary_diagnosis": "Herbicide Injury (Spray Drift)",
"host_crop": "Soybean",
"ambiguous_symptom": "stunted growth with leaf mottling",
"ruled_out_alternatives": [
"Soybean Mosaic Virus",
"Nutrient Deficiency"
],
"distinguishing_evidence": "The symptoms appeared suddenly and were confined... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining watermelon plants in a lowland irrigation scheme noted a lesion on the fruit. On further investigation, a sunken, dark, leathery lesion developed specifically at the blossom end of the fruit, with no pathogen involvement, worsened by inconsistent watering. | {"primary_diagnosis": "Blossom-end rot (calcium deficiency / water stress)", "host_crop": "Watermelon", "ambiguous_symptom": "a lesion on the fruit", "ruled_out_alternatives": ["Anthracnose fruit rot"], "distinguishing_evidence": "A sunken, dark, leathery lesion developed specifically at the blossom end of the fruit, w... | null | {
"primary_diagnosis": "Blossom-end rot (calcium deficiency / water stress)",
"host_crop": "Watermelon",
"ambiguous_symptom": "Sunken, dark, leathery lesion on the fruit",
"ruled_out_alternatives": [
"Anthracnose",
"Gummy Stem Blight",
"Bacterial spot"
],
"distinguishing_evidence": "Lesion locat... | {
"host_crop": "Watermelon",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A grower in the western boundary field reported a lesion on the fruit on pepper. Field inspection confirmed circular sunken lesions with concentric rings developed anywhere on the fruit surface, not limited to the blossom end, producing pink spore masses under humid conditions. | {"primary_diagnosis": "Anthracnose fruit rot", "host_crop": "Pepper", "ambiguous_symptom": "a lesion on the fruit", "ruled_out_alternatives": ["Blossom-end rot (calcium deficiency / water stress)"], "distinguishing_evidence": "Circular sunken lesions with concentric rings developed anywhere on the fruit surface, not li... | null | ```json
{
"primary_diagnosis": "Anthracnose fruit rot (Colletotrichum spp.)",
"host_crop": "Pepper",
"ambiguous_symptom": "Circular sunken lesions on the fruit",
"ruled_out_alternatives": [
"Blossom-end rot",
"Alternaria fruit rot",
"Phytophthora fruit rot"
],
"distinguishing_evidence": "Lesions... | {
"host_crop": "Pepper",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining soybean plants in a research station trial plot noted nitrogen deficiency symptoms in a legume crop soon after transplanting. On further investigation, root nodules were present and pink inside, indicating active nitrogen fixation, yet deficiency symptoms persisted, pointing to a separate soil nut... | {"primary_diagnosis": "Soil nitrogen deficiency unrelated to nodulation", "host_crop": "Soybean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Poor rhizobial nodulation (inoculation failure)"], "distinguishing_evidence": "Root nodules were present and pink inside, in... | null | ```json
{
"primary_diagnosis": "Sulfur deficiency",
"host_crop": "Soybean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"True nitrogen deficiency",
"Ineffective nitrogen fixation"
],
"distinguishing_evidence": "Root nodules were present and pink inside, indicatin... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining bean plants in the lower field near the river noted seedling collapse near the soil line. On further investigation, roots showed a reddish discoloration extending upward into the lower stem, with symptoms developing gradually over the season rather than suddenly at emergence. | {"primary_diagnosis": "Fusarium root rot", "host_crop": "Bean", "ambiguous_symptom": "seedling collapse near the soil line", "ruled_out_alternatives": ["Pythium damping-off", "Rhizoctonia damping-off"], "distinguishing_evidence": "Roots showed a reddish discoloration extending upward into the lower stem, with symptoms ... | null | {
"primary_diagnosis": "Fusarium root rot",
"host_crop": "Bean",
"ambiguous_symptom": "Seedling collapse near the soil line",
"ruled_out_alternatives": [
"Pythium damping-off",
"Rhizoctonia damping-off"
],
"distinguishing_evidence": "Roots showed a reddish discoloration extending upward into the low... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
During a routine crop health survey in a smallholder cooperative plot, soybean plants showed nitrogen deficiency symptoms in a legume crop about three weeks after planting. Inspectors found that root nodules were present and pink inside, indicating active nitrogen fixation, yet deficiency symptoms persisted, pointing t... | {"primary_diagnosis": "Soil nitrogen deficiency unrelated to nodulation", "host_crop": "Soybean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Poor rhizobial nodulation (inoculation failure)"], "distinguishing_evidence": "Root nodules were present and pink inside, in... | null | ```json
{
"primary_diagnosis": "Sulfur deficiency",
"host_crop": "Soybean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Nitrogen deficiency due to biological fixation failure",
"Rhizobial inoculation failure",
"Nodule dysfunction"
],
"distinguishing_evidence... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining tomato plants in a three-acre demonstration plot noted a lesion on the fruit about three weeks after planting. On further investigation, a sunken, dark, leathery lesion developed specifically at the blossom end of the fruit, with no pathogen involvement, worsened by inconsistent watering. | {"primary_diagnosis": "Blossom-end rot (calcium deficiency / water stress)", "host_crop": "Tomato", "ambiguous_symptom": "a lesion on the fruit", "ruled_out_alternatives": ["Anthracnose fruit rot"], "distinguishing_evidence": "A sunken, dark, leathery lesion developed specifically at the blossom end of the fruit, with ... | null | ```json
{
"primary_diagnosis": "Blossom-end rot",
"host_crop": "Tomato",
"ambiguous_symptom": "Sunken, dark, leathery lesion on the fruit",
"ruled_out_alternatives": [
"Early Blight",
"Late Blight",
"Anthracnose",
"Buckeye Rot"
],
"distinguishing_evidence": "The report specifies no pathogen ... | {
"host_crop": "Tomato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A grower in the highland section reported seedling collapse near the soil line on bean shortly before harvest. Field inspection confirmed roots showed a reddish discoloration extending upward into the lower stem, with symptoms developing gradually over the season rather than suddenly at emergence. | {"primary_diagnosis": "Fusarium root rot", "host_crop": "Bean", "ambiguous_symptom": "seedling collapse near the soil line", "ruled_out_alternatives": ["Pythium damping-off", "Rhizoctonia damping-off"], "distinguishing_evidence": "Roots showed a reddish discoloration extending upward into the lower stem, with symptoms ... | null | {
"primary_diagnosis": "Fusarium root rot (Fusarium solani f. sp. phaseoli)",
"host_crop": "Bean",
"ambiguous_symptom": "Seedling collapse near the soil line reported shortly before harvest",
"ruled_out_alternatives": [
"Pythium damping-off",
"Rhizoctonia damping-off"
],
"distinguishing_evidence": "... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining pepper plants in Plot 4 noted spotting on the leaves about three weeks after planting. On further investigation, the leaf spots showed concentric target-like rings and appeared first on the older, lower leaves. | {"primary_diagnosis": "Early blight (Alternaria solani)", "host_crop": "Pepper", "ambiguous_symptom": "spotting on the leaves", "ruled_out_alternatives": ["Septoria leaf spot", "Bacterial spot"], "distinguishing_evidence": "The leaf spots showed concentric target-like rings and appeared first on the older, lower leaves... | null | ```json
{
"primary_diagnosis": "Alternaria Leaf Spot",
"host_crop": "Pepper",
"ambiguous_symptom": "Spotting on the leaves",
"ruled_out_alternatives": [
"Bacterial Spot",
"Cercospora Leaf Spot"
],
"distinguishing_evidence": "Leaf spots exhibited concentric target-like rings and appeared first on the... | {
"host_crop": "Pepper",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A field report on pepper in the eastern block of the farm described spotting on the leaves shortly before harvest. Closer inspection showed the leaf spots were small and circular with dark margins and gray centers, with tiny black fruiting bodies visible at the center of each spot. | {"primary_diagnosis": "Septoria leaf spot", "host_crop": "Pepper", "ambiguous_symptom": "spotting on the leaves", "ruled_out_alternatives": ["Early blight (Alternaria solani)", "Bacterial spot"], "distinguishing_evidence": "The leaf spots were small and circular with dark margins and gray centers, with tiny black fruit... | null | {
"primary_diagnosis": "Cercospora leaf spot (Cercospora capsici)",
"host_crop": "Pepper",
"ambiguous_symptom": "Circular leaf spots with dark margins",
"ruled_out_alternatives": [
"Bacterial spot (Xanthomonas spp.)",
"Anthracnose (Colletotrichum spp.)",
"Early blight (Alternaria solani)"
],
"di... | {
"host_crop": "Pepper",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder soybean field in the eastern block of the farm, stunted growth with leaf mottling was observed during an unusually dry spell. Detailed inspection revealed the stunting was accompanied by a mottled light and dark green leaf pattern without the leaf curling typical of herbicide injury. | {"primary_diagnosis": "Viral mosaic infection", "host_crop": "Soybean", "ambiguous_symptom": "stunted growth with leaf mottling", "ruled_out_alternatives": ["Zinc deficiency", "Herbicide drift injury"], "distinguishing_evidence": "The stunting was accompanied by a mottled light and dark green leaf pattern without the l... | null | {
"primary_diagnosis": "Soybean Mosaic Virus (SMV)",
"host_crop": "Soybean",
"ambiguous_symptom": "Stunted growth with leaf mottling",
"ruled_out_alternatives": [
"Herbicide injury"
],
"distinguishing_evidence": "The report notes a mottled light and dark green leaf pattern without the leaf curling typic... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining soybean plants in a lowland irrigation scheme noted nitrogen deficiency symptoms in a legume crop. On further investigation, root nodules were present and pink inside, indicating active nitrogen fixation, yet deficiency symptoms persisted, pointing to a separate soil nutrient issue. | {"primary_diagnosis": "Soil nitrogen deficiency unrelated to nodulation", "host_crop": "Soybean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Poor rhizobial nodulation (inoculation failure)"], "distinguishing_evidence": "Root nodules were present and pink inside, in... | null | ```json
{
"primary_diagnosis": "Soil nutrient deficiency unrelated to nodulation",
"host_crop": "Soybean",
"ambiguous_symptom": "Nitrogen deficiency symptoms (chlorosis)",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Ineffective rhizobial symbiosis",
"Rhizobial infection failure"
],
"dist... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Extension officers surveying soybean plots in the community farm recorded nitrogen deficiency symptoms in a legume crop midway through the growing season, and upon closer examination, few or no root nodules were present, and any nodules found were small with a white or green interior rather than pink. | {"primary_diagnosis": "Poor rhizobial nodulation (inoculation failure)", "host_crop": "Soybean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Soil nitrogen deficiency unrelated to nodulation"], "distinguishing_evidence": "Few or no root nodules were present, and any ... | null | {
"primary_diagnosis": "Symbiotic Nitrogen Fixation Failure",
"host_crop": "Soybean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Non-symbiotic soil nitrogen deficiency"
],
"distinguishing_evidence": "Few or no root nodules were present, and any nodules found were s... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining soybean plants in the eastern block of the farm noted stunted growth with leaf mottling at the flowering stage. On further investigation, the stunting was accompanied by interveinal chlorosis and shortened internodes, most pronounced in cool, wet soils early in the season. | {"primary_diagnosis": "Zinc deficiency", "host_crop": "Soybean", "ambiguous_symptom": "stunted growth with leaf mottling", "ruled_out_alternatives": ["Herbicide drift injury", "Viral mosaic infection"], "distinguishing_evidence": "The stunting was accompanied by interveinal chlorosis and shortened internodes, most pron... | null | {
"primary_diagnosis": "Iron Deficiency Chlorosis",
"host_crop": "Soybean",
"ambiguous_symptom": "Leaf mottling",
"ruled_out_alternatives": [
"Soybean Mosaic Virus",
"Sudden Death Syndrome"
],
"distinguishing_evidence": "The symptoms are most pronounced in cool, wet soils early in the season, which ... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder citrus field in the eastern block of the farm, yellowing of the leaves was observed following a period of heavy rainfall. Detailed inspection revealed the yellowing appeared on the youngest leaves first, with the veins remaining distinctly green (interveinal chlorosis). | {"primary_diagnosis": "Iron deficiency (chlorosis)", "host_crop": "Citrus", "ambiguous_symptom": "yellowing of the leaves", "ruled_out_alternatives": ["Nitrogen deficiency", "Sulfur deficiency", "Viral mosaic infection"], "distinguishing_evidence": "The yellowing appeared on the youngest leaves first, with the veins re... | null | ```json
{
"primary_diagnosis": "Iron deficiency (Iron chlorosis)",
"host_crop": "Citrus",
"ambiguous_symptom": "Yellowing of the leaves",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Magnesium deficiency"
],
"distinguishing_evidence": "The yellowing appeared on the youngest leaves first with ... | {
"host_crop": "Citrus",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
During a routine crop health survey in Plot 4, tomato plants showed spotting on the leaves at the flowering stage. Inspectors found that the leaf spots were small, water-soaked, and angular rather than circular, lacking the concentric rings of a fungal blight, and similar lesions appeared on the fruit. | {"primary_diagnosis": "Bacterial spot", "host_crop": "Tomato", "ambiguous_symptom": "spotting on the leaves", "ruled_out_alternatives": ["Early blight (Alternaria solani)", "Septoria leaf spot"], "distinguishing_evidence": "The leaf spots were small, water-soaked, and angular rather than circular, lacking the concentri... | null | {
"primary_diagnosis": "Bacterial Spot",
"host_crop": "Tomato",
"ambiguous_symptom": "Leaf spotting",
"ruled_out_alternatives": [
"Fungal blight (e.g., Early Blight)",
"Septoria Leaf Spot"
],
"distinguishing_evidence": "The spots are small, water-soaked, and angular rather than circular, lacking the... | {
"host_crop": "Tomato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder maize field in the lower field near the river, yellowing of the leaves was observed midway through the growing season. Detailed inspection revealed the yellowing appeared uniformly on new growth rather than old leaves, resembling nitrogen deficiency but affecting young leaves first. | {"primary_diagnosis": "Sulfur deficiency", "host_crop": "Maize", "ambiguous_symptom": "yellowing of the leaves", "ruled_out_alternatives": ["Nitrogen deficiency", "Iron deficiency (chlorosis)", "Viral mosaic infection"], "distinguishing_evidence": "The yellowing appeared uniformly on new growth rather than old leaves, ... | null | ```json
{
"primary_diagnosis": "Sulfur deficiency",
"host_crop": "Maize",
"ambiguous_symptom": "Uniform yellowing of leaves",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Iron deficiency"
],
"distinguishing_evidence": "The report states yellowing appeared uniformly on new growth rather than o... | {
"host_crop": "Maize",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder bean field in the north-facing terrace, seedling collapse near the soil line was observed soon after transplanting. Detailed inspection revealed seedlings collapsed with a water-soaked, thread-like lesion at the stem base, occurring in cold, waterlogged soil. | {"primary_diagnosis": "Pythium damping-off", "host_crop": "Bean", "ambiguous_symptom": "seedling collapse near the soil line", "ruled_out_alternatives": ["Rhizoctonia damping-off", "Fusarium root rot"], "distinguishing_evidence": "Seedlings collapsed with a water-soaked, thread-like lesion at the stem base, occurring i... | null | ```json
{
"primary_diagnosis": "Pythium damping-off",
"host_crop": "Bean",
"ambiguous_symptom": "Seedling collapse near the soil line",
"ruled_out_alternatives": [
"Rhizoctonia solani damping-off",
"Fusarium root rot",
"Physiological cold shock"
],
"distinguishing_evidence": "The reported water-... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
During a routine crop health survey in a three-acre demonstration plot, soybean plants showed nitrogen deficiency symptoms in a legume crop during an unusually dry spell. Inspectors found that root nodules were present and pink inside, indicating active nitrogen fixation, yet deficiency symptoms persisted, pointing to ... | {"primary_diagnosis": "Soil nitrogen deficiency unrelated to nodulation", "host_crop": "Soybean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Poor rhizobial nodulation (inoculation failure)"], "distinguishing_evidence": "Root nodules were present and pink inside, in... | null | ```json
{
"primary_diagnosis": "Non-nitrogen soil nutrient deficiency",
"host_crop": "Soybean",
"ambiguous_symptom": "Nitrogen deficiency symptoms in a legume crop",
"ruled_out_alternatives": [
"Nitrogen deficiency due to poor rhizobial nodulation",
"Biological nitrogen fixation failure"
],
"disting... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining soybean plants in the north-facing terrace noted stunted growth with leaf mottling following a period of heavy rainfall. On further investigation, the stunting was accompanied by interveinal chlorosis and shortened internodes, most pronounced in cool, wet soils early in the season. | {"primary_diagnosis": "Zinc deficiency", "host_crop": "Soybean", "ambiguous_symptom": "stunted growth with leaf mottling", "ruled_out_alternatives": ["Herbicide drift injury", "Viral mosaic infection"], "distinguishing_evidence": "The stunting was accompanied by interveinal chlorosis and shortened internodes, most pron... | null | ```json
{
"primary_diagnosis": "Iron Deficiency Chlorosis",
"host_crop": "Soybean",
"ambiguous_symptom": "stunted growth with leaf mottling",
"ruled_out_alternatives": [
"Soybean Mosaic Virus",
"Sudden Death Syndrome"
],
"distinguishing_evidence": "The report specifies symptoms are 'most pronounced ... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
During a routine crop health survey in the lower field near the river, potato plants showed wilting of the plant midway through the growing season. Inspectors found that wilting showed a V-shaped yellowing pattern starting at the leaf margins and moving inward, with symptoms most visible in cooler weather and slight ov... | {"primary_diagnosis": "Verticillium wilt", "host_crop": "Potato", "ambiguous_symptom": "wilting of the plant", "ruled_out_alternatives": ["Fusarium wilt", "Bacterial wilt (Ralstonia solanacearum)", "Root-knot nematode damage"], "distinguishing_evidence": "Wilting showed a V-shaped yellowing pattern starting at the leaf... | null | {
"primary_diagnosis": "Verticillium Wilt",
"host_crop": "Potato",
"ambiguous_symptom": "Wilting",
"ruled_out_alternatives": [
"Bacterial Wilt (Ralstonia solanacearum)",
"Fusarium Wilt",
"Late Blight (Phytophthora infestans)",
"Drought Stress"
],
"distinguishing_evidence": "The report notes ... | {
"host_crop": "Potato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A field report on bean in a three-acre demonstration plot described nitrogen deficiency symptoms in a legume crop shortly before harvest. Closer inspection showed root nodules were present and pink inside, indicating active nitrogen fixation, yet deficiency symptoms persisted, pointing to a separate soil nutrient issue... | {"primary_diagnosis": "Soil nitrogen deficiency unrelated to nodulation", "host_crop": "Bean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Poor rhizobial nodulation (inoculation failure)"], "distinguishing_evidence": "Root nodules were present and pink inside, indic... | null | {
"primary_diagnosis": "Sulfur deficiency",
"host_crop": "Bean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Rhizobial nodulation failure"
],
"distinguishing_evidence": "Root nodules were present and pink inside, indicating active nitrogen... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder watermelon field in the valley bottom field, a lesion on the fruit was observed during an unusually dry spell. Detailed inspection revealed a sunken, dark, leathery lesion developed specifically at the blossom end of the fruit, with no pathogen involvement, worsened by inconsistent watering. | {"primary_diagnosis": "Blossom-end rot (calcium deficiency / water stress)", "host_crop": "Watermelon", "ambiguous_symptom": "a lesion on the fruit", "ruled_out_alternatives": ["Anthracnose fruit rot"], "distinguishing_evidence": "A sunken, dark, leathery lesion developed specifically at the blossom end of the fruit, w... | null | {
"primary_diagnosis": "Blossom End Rot",
"host_crop": "Watermelon",
"ambiguous_symptom": "Sunken, dark, leathery lesion on the fruit",
"ruled_out_alternatives": [
"Anthracnose",
"Gummy Stem Blight",
"Bacterial Fruit Blotch"
],
"distinguishing_evidence": "The report explicitly states no pathogen... | {
"host_crop": "Watermelon",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining soybean plants in the western boundary field noted nitrogen deficiency symptoms in a legume crop. On further investigation, few or no root nodules were present, and any nodules found were small with a white or green interior rather than pink. | {"primary_diagnosis": "Poor rhizobial nodulation (inoculation failure)", "host_crop": "Soybean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Soil nitrogen deficiency unrelated to nodulation"], "distinguishing_evidence": "Few or no root nodules were present, and any ... | null | {
"primary_diagnosis": "Ineffective Nodulation",
"host_crop": "Soybean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Abiotic Soil Nitrogen Deficiency",
"Excessive Soil Nitrogen"
],
"distinguishing_evidence": "Few or no root nodules were present, and any nodules ... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder bean field in a three-acre demonstration plot, nitrogen deficiency symptoms in a legume crop was observed soon after transplanting. Detailed inspection revealed root nodules were present and pink inside, indicating active nitrogen fixation, yet deficiency symptoms persisted, pointing to a separate soil... | {"primary_diagnosis": "Soil nitrogen deficiency unrelated to nodulation", "host_crop": "Bean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Poor rhizobial nodulation (inoculation failure)"], "distinguishing_evidence": "Root nodules were present and pink inside, indic... | null | {
"primary_diagnosis": "Non-Nitrogen Nutrient Deficiency",
"host_crop": "Bean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Rhizobial inoculation failure",
"Nodule ineffectiveness"
],
"distinguishing_evidence": "Root nodules were prese... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder bean field in the community farm, nitrogen deficiency symptoms in a legume crop was observed following a period of heavy rainfall. Detailed inspection revealed root nodules were present and pink inside, indicating active nitrogen fixation, yet deficiency symptoms persisted, pointing to a separate soil ... | {"primary_diagnosis": "Soil nitrogen deficiency unrelated to nodulation", "host_crop": "Bean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Poor rhizobial nodulation (inoculation failure)"], "distinguishing_evidence": "Root nodules were present and pink inside, indic... | null | ```json
{
"primary_diagnosis": "Non-nitrogen nutrient deficiency (likely sulfur)",
"host_crop": "Bean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"True nitrogen deficiency",
"Rhizobial inoculation failure",
"Ineffective nitrogen fixation"
],
"distinguishing... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A field report on tomato in the lower field near the river described yellowing of the leaves during an unusually dry spell. Closer inspection showed the yellowing formed a mottled, patchy pattern rather than uniform chlorosis, accompanied by mild leaf distortion. | {"primary_diagnosis": "Viral mosaic infection", "host_crop": "Tomato", "ambiguous_symptom": "yellowing of the leaves", "ruled_out_alternatives": ["Nitrogen deficiency", "Iron deficiency (chlorosis)", "Sulfur deficiency"], "distinguishing_evidence": "The yellowing formed a mottled, patchy pattern rather than uniform chl... | null | ```json
{
"primary_diagnosis": "Viral Infection (e.g., Tomato Mosaic Virus)",
"host_crop": "Tomato",
"ambiguous_symptom": "Yellowing of the leaves",
"ruled_out_alternatives": [
"Nutrient deficiency",
"Drought stress"
],
"distinguishing_evidence": "The yellowing formed a mottled, patchy pattern rathe... | {
"host_crop": "Tomato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A grower in the eastern block of the farm reported stunted growth with leaf mottling on soybean during the early rainy season. Field inspection confirmed the stunting was accompanied by twisted, cupped leaves and appeared suddenly, confined to a specific area of the field consistent with spray drift from a neighboring ... | {"primary_diagnosis": "Herbicide drift injury", "host_crop": "Soybean", "ambiguous_symptom": "stunted growth with leaf mottling", "ruled_out_alternatives": ["Zinc deficiency", "Viral mosaic infection"], "distinguishing_evidence": "The stunting was accompanied by twisted, cupped leaves and appeared suddenly, confined to... | null | ```json
{
"primary_diagnosis": "Herbicide injury (growth regulator drift)",
"host_crop": "Soybean",
"ambiguous_symptom": "Stunted growth with leaf mottling",
"ruled_out_alternatives": [
"Viral mosaic infection",
"Nutrient deficiency"
],
"distinguishing_evidence": "The symptoms appeared suddenly and ... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder potato field in the valley bottom field, marginal leaf chlorosis and browning on older leaves was observed shortly before harvest. Detailed inspection revealed interveinal chlorosis developed with the veins remaining green, progressing to a reddish-purple discoloration between the veins. | {"primary_diagnosis": "Magnesium deficiency", "host_crop": "Potato", "ambiguous_symptom": "marginal leaf chlorosis and browning on older leaves", "ruled_out_alternatives": ["Potassium deficiency"], "distinguishing_evidence": "Interveinal chlorosis developed with the veins remaining green, progressing to a reddish-purpl... | null | ```json
{
"primary_diagnosis": "Magnesium Deficiency",
"host_crop": "Potato",
"ambiguous_symptom": "Marginal leaf chlorosis and browning on older leaves",
"ruled_out_alternatives": [
"Potassium Deficiency",
"Zinc Deficiency",
"Nitrogen Deficiency"
],
"distinguishing_evidence": "The progression t... | {
"host_crop": "Potato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Extension officers surveying soybean plots in the lower field near the river recorded nitrogen deficiency symptoms in a legume crop at the flowering stage, and upon closer examination, few or no root nodules were present, and any nodules found were small with a white or green interior rather than pink. | {"primary_diagnosis": "Poor rhizobial nodulation (inoculation failure)", "host_crop": "Soybean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Soil nitrogen deficiency unrelated to nodulation"], "distinguishing_evidence": "Few or no root nodules were present, and any ... | null | ```json
{
"primary_diagnosis": "Nitrogen Deficiency due to Ineffective Rhizobial Nodulation",
"host_crop": "Soybean",
"ambiguous_symptom": "Nitrogen deficiency symptoms at the flowering stage",
"ruled_out_alternatives": [
"Primary Soil Nitrogen Deficiency",
"Iron Deficiency Chlorosis",
"Root Rot Pat... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
During a routine crop health survey in the eastern block of the farm, pepper plants showed spotting on the leaves soon after transplanting. Inspectors found that the leaf spots showed concentric target-like rings and appeared first on the older, lower leaves. | {"primary_diagnosis": "Early blight (Alternaria solani)", "host_crop": "Pepper", "ambiguous_symptom": "spotting on the leaves", "ruled_out_alternatives": ["Septoria leaf spot", "Bacterial spot"], "distinguishing_evidence": "The leaf spots showed concentric target-like rings and appeared first on the older, lower leaves... | null | ```json
{
"primary_diagnosis": "Alternaria leaf spot",
"host_crop": "pepper",
"ambiguous_symptom": "spotting on the leaves",
"ruled_out_alternatives": [
"Bacterial spot",
"Cercospora leaf spot"
],
"distinguishing_evidence": "The report specifies concentric target-like rings and initiation on older, ... | {
"host_crop": "Pepper",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder potato field in the lower field near the river, wilting of the plant was observed. Detailed inspection revealed wilting showed a V-shaped yellowing pattern starting at the leaf margins and moving inward, with symptoms most visible in cooler weather and slight overnight recovery. | {"primary_diagnosis": "Verticillium wilt", "host_crop": "Potato", "ambiguous_symptom": "wilting of the plant", "ruled_out_alternatives": ["Fusarium wilt", "Bacterial wilt (Ralstonia solanacearum)", "Root-knot nematode damage"], "distinguishing_evidence": "Wilting showed a V-shaped yellowing pattern starting at the leaf... | null | {
"primary_diagnosis": "Verticillium Wilt",
"host_crop": "Potato",
"ambiguous_symptom": "Wilting",
"ruled_out_alternatives": [
"Bacterial Wilt (Ralstonia solanacearum)",
"Fusarium Wilt",
"Drought Stress"
],
"distinguishing_evidence": "The V-shaped yellowing pattern starting at the leaf margins a... | {
"host_crop": "Potato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A grower in a research station trial plot reported nitrogen deficiency symptoms in a legume crop on bean following a period of heavy rainfall. Field inspection confirmed root nodules were present and pink inside, indicating active nitrogen fixation, yet deficiency symptoms persisted, pointing to a separate soil nutrien... | {"primary_diagnosis": "Soil nitrogen deficiency unrelated to nodulation", "host_crop": "Bean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Poor rhizobial nodulation (inoculation failure)"], "distinguishing_evidence": "Root nodules were present and pink inside, indic... | null | {
"primary_diagnosis": "Sulfur Deficiency",
"host_crop": "Bean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Nitrogen deficiency due to rhizobial fixation failure",
"Poor nodulation or inoculation failure"
],
"distinguishing_evidence": "Root nodules were present... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining tomato plants in the community farm noted wilting of the plant about three weeks after planting. On further investigation, wilting affected one side of the plant first, and a cut stem showed brown discoloration in the vascular tissue with yellowing progressing from lower leaves upward. | {"primary_diagnosis": "Fusarium wilt", "host_crop": "Tomato", "ambiguous_symptom": "wilting of the plant", "ruled_out_alternatives": ["Verticillium wilt", "Bacterial wilt (Ralstonia solanacearum)", "Root-knot nematode damage"], "distinguishing_evidence": "Wilting affected one side of the plant first, and a cut stem sho... | null | {
"primary_diagnosis": "Fusarium Wilt (Fusarium oxysporum f. sp. lycopersici)",
"host_crop": "Tomato",
"ambiguous_symptom": "Wilting and brown discoloration in the vascular tissue",
"ruled_out_alternatives": [
"Verticillium Wilt",
"Bacterial Wilt (Ralstonia solanacearum)",
"Drought Stress"
],
"d... | {
"host_crop": "Tomato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Extension officers surveying soybean plots in the lower field near the river recorded nitrogen deficiency symptoms in a legume crop during the early rainy season, and upon closer examination, root nodules were present and pink inside, indicating active nitrogen fixation, yet deficiency symptoms persisted, pointing to a... | {"primary_diagnosis": "Soil nitrogen deficiency unrelated to nodulation", "host_crop": "Soybean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Poor rhizobial nodulation (inoculation failure)"], "distinguishing_evidence": "Root nodules were present and pink inside, in... | null | ```json
{
"primary_diagnosis": "Sulfur Deficiency",
"host_crop": "Soybean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Nitrogen Deficiency",
"Nodulation Failure",
"Ineffective Rhizobial Symbiosis"
],
"distinguishing_evidence": "Root nodules were present and... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining pea plants in the highland section noted seedling collapse near the soil line following a period of heavy rainfall. On further investigation, roots showed a reddish discoloration extending upward into the lower stem, with symptoms developing gradually over the season rather than suddenly at emerge... | {"primary_diagnosis": "Fusarium root rot", "host_crop": "Pea", "ambiguous_symptom": "seedling collapse near the soil line", "ruled_out_alternatives": ["Pythium damping-off", "Rhizoctonia damping-off"], "distinguishing_evidence": "Roots showed a reddish discoloration extending upward into the lower stem, with symptoms d... | null | ```json
{
"primary_diagnosis": "Fusarium root rot",
"host_crop": "Pea",
"ambiguous_symptom": "Seedling collapse near the soil line",
"ruled_out_alternatives": [
"Pythium damping-off",
"Rhizoctonia damping-off"
],
"distinguishing_evidence": "Symptoms developed gradually over the season rather than su... | {
"host_crop": "Pea",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A grower in the eastern block of the farm reported yellowing of the leaves on maize. Field inspection confirmed the yellowing appeared uniformly on new growth rather than old leaves, resembling nitrogen deficiency but affecting young leaves first. | {"primary_diagnosis": "Sulfur deficiency", "host_crop": "Maize", "ambiguous_symptom": "yellowing of the leaves", "ruled_out_alternatives": ["Nitrogen deficiency", "Iron deficiency (chlorosis)", "Viral mosaic infection"], "distinguishing_evidence": "The yellowing appeared uniformly on new growth rather than old leaves, ... | null | {
"primary_diagnosis": "Sulfur deficiency",
"host_crop": "Maize",
"ambiguous_symptom": "Uniform leaf yellowing",
"ruled_out_alternatives": [
"Nitrogen deficiency"
],
"distinguishing_evidence": "The yellowing appeared uniformly on new growth rather than old leaves; nitrogen deficiency typically affects o... | {
"host_crop": "Maize",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A grower in the north-facing terrace reported seedling collapse near the soil line on bean during an unusually dry spell. Field inspection confirmed seedlings collapsed with a water-soaked, thread-like lesion at the stem base, occurring in cold, waterlogged soil. | {"primary_diagnosis": "Pythium damping-off", "host_crop": "Bean", "ambiguous_symptom": "seedling collapse near the soil line", "ruled_out_alternatives": ["Rhizoctonia damping-off", "Fusarium root rot"], "distinguishing_evidence": "Seedlings collapsed with a water-soaked, thread-like lesion at the stem base, occurring i... | null | ```json
{
"primary_diagnosis": "Pythium damping-off",
"host_crop": "bean",
"ambiguous_symptom": "seedling collapse near the soil line",
"ruled_out_alternatives": [
"Rhizoctonia damping-off",
"Drought stress"
],
"distinguishing_evidence": "Field inspection confirmed water-soaked lesions and cold, wat... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A grower in a smallholder cooperative plot reported nitrogen deficiency symptoms in a legume crop on bean at the flowering stage. Field inspection confirmed few or no root nodules were present, and any nodules found were small with a white or green interior rather than pink. | {"primary_diagnosis": "Poor rhizobial nodulation (inoculation failure)", "host_crop": "Bean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Soil nitrogen deficiency unrelated to nodulation"], "distinguishing_evidence": "Few or no root nodules were present, and any nod... | null | ```json
{
"primary_diagnosis": "Biological Nitrogen Fixation Failure due to Ineffective Rhizobial Symbiosis",
"host_crop": "Bean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Soil nitrogen deficiency with effective nodulation"
],
"distinguishing_evidence": "Root nod... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A grower in the community farm reported nitrogen deficiency symptoms in a legume crop on bean during the early rainy season. Field inspection confirmed few or no root nodules were present, and any nodules found were small with a white or green interior rather than pink. | {"primary_diagnosis": "Poor rhizobial nodulation (inoculation failure)", "host_crop": "Bean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Soil nitrogen deficiency unrelated to nodulation"], "distinguishing_evidence": "Few or no root nodules were present, and any nod... | null | {
"primary_diagnosis": "Ineffective rhizobial nodulation (symbiosis failure)",
"host_crop": "Bean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Soil nitrogen deficiency (abiotic)"
],
"distinguishing_evidence": "Field inspection confirmed few or no root nodules were ... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Agronomists examining maize plants in the valley bottom field noted marginal leaf chlorosis and browning on older leaves during an unusually dry spell. On further investigation, chlorosis and browning began at the leaf margins (leaf scorch) while the leaf interior remained green longer. | {"primary_diagnosis": "Potassium deficiency", "host_crop": "Maize", "ambiguous_symptom": "marginal leaf chlorosis and browning on older leaves", "ruled_out_alternatives": ["Magnesium deficiency"], "distinguishing_evidence": "Chlorosis and browning began at the leaf margins (leaf scorch) while the leaf interior remained... | null | {
"primary_diagnosis": "Potassium deficiency",
"host_crop": "Maize",
"ambiguous_symptom": "Marginal leaf chlorosis and browning (leaf scorch) on older leaves",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Magnesium deficiency",
"Fungal leaf diseases (e.g., Northern Corn Leaf Blight, Gray Leaf... | {
"host_crop": "Maize",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
During a routine crop health survey in the community farm, soybean plants showed nitrogen deficiency symptoms in a legume crop shortly before harvest. Inspectors found that few or no root nodules were present, and any nodules found were small with a white or green interior rather than pink. | {"primary_diagnosis": "Poor rhizobial nodulation (inoculation failure)", "host_crop": "Soybean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Soil nitrogen deficiency unrelated to nodulation"], "distinguishing_evidence": "Few or no root nodules were present, and any ... | null | {
"primary_diagnosis": "Ineffective rhizobial nodulation (symbiotic nitrogen fixation failure)",
"host_crop": "Soybean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Soil nitrogen deficiency",
"Iron deficiency chlorosis"
],
"distinguishing_evidence": "Few or no r... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder bean field in the community farm, seedling collapse near the soil line was observed following a period of heavy rainfall. Detailed inspection revealed roots showed a reddish discoloration extending upward into the lower stem, with symptoms developing gradually over the season rather than suddenly at em... | {"primary_diagnosis": "Fusarium root rot", "host_crop": "Bean", "ambiguous_symptom": "seedling collapse near the soil line", "ruled_out_alternatives": ["Pythium damping-off", "Rhizoctonia damping-off"], "distinguishing_evidence": "Roots showed a reddish discoloration extending upward into the lower stem, with symptoms ... | null | ```json
{
"primary_diagnosis": "Fusarium root rot",
"host_crop": "Bean",
"ambiguous_symptom": "Seedling collapse near the soil line",
"ruled_out_alternatives": [
"Pythium damping-off",
"Rhizoctonia damping-off"
],
"distinguishing_evidence": "Symptoms developed gradually over the season rather than s... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
In a smallholder potato field in a lowland irrigation scheme, marginal leaf chlorosis and browning on older leaves was observed about three weeks after planting. Detailed inspection revealed chlorosis and browning began at the leaf margins (leaf scorch) while the leaf interior remained green longer. | {"primary_diagnosis": "Potassium deficiency", "host_crop": "Potato", "ambiguous_symptom": "marginal leaf chlorosis and browning on older leaves", "ruled_out_alternatives": ["Magnesium deficiency"], "distinguishing_evidence": "Chlorosis and browning began at the leaf margins (leaf scorch) while the leaf interior remaine... | null | {
"primary_diagnosis": "Potassium deficiency",
"host_crop": "Potato",
"ambiguous_symptom": "Marginal leaf chlorosis and browning on older leaves",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Magnesium deficiency",
"Early blight"
],
"distinguishing_evidence": "The report specifies margina... | {
"host_crop": "Potato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A field report on bean in a three-acre demonstration plot described seedling collapse near the soil line following a period of heavy rainfall. Closer inspection showed seedlings showed a reddish-brown, sunken lesion at the soil line, but the affected tissue remained firm rather than water-soaked. | {"primary_diagnosis": "Rhizoctonia damping-off", "host_crop": "Bean", "ambiguous_symptom": "seedling collapse near the soil line", "ruled_out_alternatives": ["Pythium damping-off", "Fusarium root rot"], "distinguishing_evidence": "Seedlings showed a reddish-brown, sunken lesion at the soil line, but the affected tissue... | null | ```json
{
"primary_diagnosis": "Rhizoctonia root rot (Rhizoctonia solani)",
"host_crop": "Bean",
"ambiguous_symptom": "Seedling collapse near the soil line following heavy rainfall",
"ruled_out_alternatives": [
"Pythium damping-off",
"Phytophthora root rot"
],
"distinguishing_evidence": "Lesions wer... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A field report on bean in the highland section described nitrogen deficiency symptoms in a legume crop shortly before harvest. Closer inspection showed few or no root nodules were present, and any nodules found were small with a white or green interior rather than pink. | {"primary_diagnosis": "Poor rhizobial nodulation (inoculation failure)", "host_crop": "Bean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Soil nitrogen deficiency unrelated to nodulation"], "distinguishing_evidence": "Few or no root nodules were present, and any nod... | null | ```json
{
"primary_diagnosis": "Ineffective or absent rhizobial nodulation (Nitrogen Fixation Failure)",
"host_crop": "Bean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Soil nitrogen deficiency with functional nodules",
"Effective biological nitrogen fixation",
... | {
"host_crop": "Bean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
Extension officers surveying soybean plots in the eastern block of the farm recorded nitrogen deficiency symptoms in a legume crop, and upon closer examination, few or no root nodules were present, and any nodules found were small with a white or green interior rather than pink. | {"primary_diagnosis": "Poor rhizobial nodulation (inoculation failure)", "host_crop": "Soybean", "ambiguous_symptom": "nitrogen deficiency symptoms in a legume crop", "ruled_out_alternatives": ["Soil nitrogen deficiency unrelated to nodulation"], "distinguishing_evidence": "Few or no root nodules were present, and any ... | null | {
"primary_diagnosis": "Ineffective Biological Nitrogen Fixation",
"host_crop": "Soybean",
"ambiguous_symptom": "Nitrogen deficiency symptoms",
"ruled_out_alternatives": [
"Effective Biological Nitrogen Fixation",
"Primary Soil Nitrogen Deficiency"
],
"distinguishing_evidence": "Few or no root nodul... | {
"host_crop": "Soybean",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
During a routine crop health survey in the highland section, pepper plants showed a lesion on the fruit midway through the growing season. Inspectors found that a sunken, dark, leathery lesion developed specifically at the blossom end of the fruit, with no pathogen involvement, worsened by inconsistent watering. | {"primary_diagnosis": "Blossom-end rot (calcium deficiency / water stress)", "host_crop": "Pepper", "ambiguous_symptom": "a lesion on the fruit", "ruled_out_alternatives": ["Anthracnose fruit rot"], "distinguishing_evidence": "A sunken, dark, leathery lesion developed specifically at the blossom end of the fruit, with ... | null | {
"primary_diagnosis": "Blossom End Rot",
"host_crop": "Pepper",
"ambiguous_symptom": "Sunken, dark, leathery lesion on the fruit",
"ruled_out_alternatives": [
"Anthracnose",
"Phytophthora fruit rot",
"Bacterial Spot"
],
"distinguishing_evidence": "Report explicitly states 'no pathogen involveme... | {
"host_crop": "Pepper",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
During a routine crop health survey in the north-facing terrace, cotton plants showed wilting of the plant midway through the growing season. Inspectors found that wilting affected one side of the plant first, and a cut stem showed brown discoloration in the vascular tissue with yellowing progressing from lower leaves ... | {"primary_diagnosis": "Fusarium wilt", "host_crop": "Cotton", "ambiguous_symptom": "wilting of the plant", "ruled_out_alternatives": ["Verticillium wilt", "Bacterial wilt (Ralstonia solanacearum)", "Root-knot nematode damage"], "distinguishing_evidence": "Wilting affected one side of the plant first, and a cut stem sho... | null | ```json
{
"primary_diagnosis": "Fusarium wilt",
"host_crop": "Cotton",
"ambiguous_symptom": "Wilting and vascular discoloration",
"ruled_out_alternatives": [
"Verticillium wilt",
"Bacterial wilt",
"Drought stress",
"Nutrient deficiency"
],
"distinguishing_evidence": "Wilting affected one sid... | {
"host_crop": "Cotton",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A grower in the north-facing terrace reported a lesion on the fruit on watermelon. Field inspection confirmed a sunken, dark, leathery lesion developed specifically at the blossom end of the fruit, with no pathogen involvement, worsened by inconsistent watering. | {"primary_diagnosis": "Blossom-end rot (calcium deficiency / water stress)", "host_crop": "Watermelon", "ambiguous_symptom": "a lesion on the fruit", "ruled_out_alternatives": ["Anthracnose fruit rot"], "distinguishing_evidence": "A sunken, dark, leathery lesion developed specifically at the blossom end of the fruit, w... | null | {
"primary_diagnosis": "Blossom-end rot",
"host_crop": "Watermelon",
"ambiguous_symptom": "Sunken, dark, leathery lesion",
"ruled_out_alternatives": [
"Anthracnose fruit rot",
"Gummy stem blight"
],
"distinguishing_evidence": "Lesion localization specifically at the blossom end, confirmed lack of pa... | {
"host_crop": "Watermelon",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
A grower in the valley bottom field reported yellowing of the leaves on tomato during the early rainy season. Field inspection confirmed the yellowing formed a mottled, patchy pattern rather than uniform chlorosis, accompanied by mild leaf distortion. | {"primary_diagnosis": "Viral mosaic infection", "host_crop": "Tomato", "ambiguous_symptom": "yellowing of the leaves", "ruled_out_alternatives": ["Nitrogen deficiency", "Iron deficiency (chlorosis)", "Sulfur deficiency"], "distinguishing_evidence": "The yellowing formed a mottled, patchy pattern rather than uniform chl... | null | {
"primary_diagnosis": "Viral infection (e.g., Tomato Mosaic Virus)",
"host_crop": "Tomato",
"ambiguous_symptom": "Yellowing of the leaves",
"ruled_out_alternatives": [
"Nitrogen deficiency",
"Magnesium deficiency",
"Uniform environmental stress"
],
"distinguishing_evidence": "The yellowing form... | {
"host_crop": "Tomato",
"generation_method": "confusable_condition_cluster_construction",
"source": "synthetically_generated",
"task_type": "differential_diagnosis"
} | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... | You are an expert plant pathologist performing differential diagnosis. Given a field report describing symptoms, determine the most likely diagnosis, identify plausible alternative diagnoses that share similar surface-level symptoms but are ruled out by specific evidence in the report, and state that distinguishing evi... |
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-crop_diagnosis_reasoning
This dataset contains paired examples of agricultural field observations and structured diagnostic reasoning for various crop diseases and nutrient deficiencies. Each entry includes a detailed prompt describing symptoms and context, followed by a JSON completion that identifies the primary diagnosis, host crop, ruled-out alternatives, and distinguishing evidence. The content covers diverse crops like cotton, soybean, and tomato, focusing on differentiating between similar symptoms such as wilting types or nitrogen deficiency causes.
Dataset size
There are 27,959 data points in this dataset. This is an instruction tuning dataset.
Quality of Remastered Dataset
The final quality is B, with a relative quality improvement of -3.7%.
Domain
- Agriculture (100%)
Language
- English (100%)
Tone
- Analytical (72%)
- Technical (24%)
- Informative (4%)
Evaluation Results
Quality Gains:
Grade Improvement:
Percentile Chart:
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