[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] We've got Odontites rubra spreading alongside Lolium perenne. What does that combination indicate?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I've found data on Odontites rubra and Lolium perenne. Here's what they indicate together:
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up both Odontites rubra and Lolium perenne.
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let's see what Odontites rubra and Lolium perenne tell us about your soil.
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I've got Odontites rubra and Lolium perenne growing together in my paddock. What does this combination tell me about my soil?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
Putting these together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This cross-verification between species gives us confidence in the diagnosis.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] Odontites rubra and Lolium perenne are showing up together in my field. What are they telling me as a combination?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] We've got Odontites rubra spreading alongside Lolium perenne. What does that combination indicate?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up both Odontites rubra and Lolium perenne.
Here's the story the weeds are telling:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When different weeds agree on soil conditions, pay attention.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] Odontites rubra and Lolium perenne are showing up together in my field. What are they telling me as a combination?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I'll check the data on Odontites rubra and Lolium perenne together.
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] Odontites rubra and Lolium perenne are showing up together in my field. What are they telling me as a combination?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I'll check the data on Odontites rubra and Lolium perenne together.
What's interesting is that they agree on key soil conditions:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This agreement between two different plant species makes it a reliable signal — not a coincidence.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I've got Odontites rubra and Lolium perenne growing together in my paddock. What does this combination tell me about my soil?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up both Odontites rubra and Lolium perenne.
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I'm seeing both Odontites rubra and Lolium perenne on my land. What's the soil story here?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I've found data on Odontites rubra and Lolium perenne. Here's what they indicate together:
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up both Odontites rubra and Lolium perenne.
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] Odontites rubra and Lolium perenne are showing up together in my field. What are they telling me as a combination?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up both Odontites rubra and Lolium perenne.
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I've found data on Odontites rubra and Lolium perenne. Here's what they indicate together:
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I've got Odontites rubra and Lolium perenne growing together in my paddock. What does this combination tell me about my soil?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I'm seeing both Odontites rubra and Lolium perenne on my land. What's the soil story here?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
Here's the story the weeds are telling:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When different weeds agree on soil conditions, pay attention.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
What's interesting is that they agree on key soil conditions:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This agreement between two different plant species makes it a reliable signal — not a coincidence.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let's see what Odontites rubra and Lolium perenne tell us about your soil.
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] We've got Odontites rubra spreading alongside Lolium perenne. What does that combination indicate?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let's see what Odontites rubra and Lolium perenne tell us about your soil.
What's interesting is that they agree on key soil conditions:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This agreement between two different plant species makes it a reliable signal — not a coincidence.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I'm seeing both Odontites rubra and Lolium perenne on my land. What's the soil story here?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
Putting these together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This cross-verification between species gives us confidence in the diagnosis.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I'll check the data on Odontites rubra and Lolium perenne together.
Putting these together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This cross-verification between species gives us confidence in the diagnosis.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I've got Odontites rubra and Lolium perenne growing together in my paddock. What does this combination tell me about my soil?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up both Odontites rubra and Lolium perenne.
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I'm seeing both Odontites rubra and Lolium perenne on my land. What's the soil story here?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
Putting these together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This cross-verification between species gives us confidence in the diagnosis.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] We've got Odontites rubra spreading alongside Lolium perenne. What does that combination indicate?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I've found data on Odontites rubra and Lolium perenne. Here's what they indicate together:
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let's see what Odontites rubra and Lolium perenne tell us about your soil.
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I've got Odontites rubra and Lolium perenne growing together in my paddock. What does this combination tell me about my soil?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I've found data on Odontites rubra and Lolium perenne. Here's what they indicate together:
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I've got Odontites rubra and Lolium perenne growing together in my paddock. What does this combination tell me about my soil?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up both Odontites rubra and Lolium perenne.
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up both Odontites rubra and Lolium perenne.
What's interesting is that they agree on key soil conditions:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This agreement between two different plant species makes it a reliable signal — not a coincidence.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] We've got Odontites rubra spreading alongside Lolium perenne. What does that combination indicate?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up both Odontites rubra and Lolium perenne.
What's interesting is that they agree on key soil conditions:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This agreement between two different plant species makes it a reliable signal — not a coincidence.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I'm seeing both Odontites rubra and Lolium perenne on my land. What's the soil story here?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let's see what Odontites rubra and Lolium perenne tell us about your soil.
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I'll check the data on Odontites rubra and Lolium perenne together.
What's interesting is that they agree on key soil conditions:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This agreement between two different plant species makes it a reliable signal — not a coincidence.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] We've got Odontites rubra spreading alongside Lolium perenne. What does that combination indicate?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I'll check the data on Odontites rubra and Lolium perenne together.
What's interesting is that they agree on key soil conditions:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This agreement between two different plant species makes it a reliable signal — not a coincidence.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I'm seeing both Odontites rubra and Lolium perenne on my land. What's the soil story here?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up both Odontites rubra and Lolium perenne.
Putting these together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This cross-verification between species gives us confidence in the diagnosis.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] Odontites rubra and Lolium perenne are showing up together in my field. What are they telling me as a combination?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let's see what Odontites rubra and Lolium perenne tell us about your soil.
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] We've got Odontites rubra spreading alongside Lolium perenne. What does that combination indicate?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up both Odontites rubra and Lolium perenne.
What's interesting is that they agree on key soil conditions:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This agreement between two different plant species makes it a reliable signal — not a coincidence.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I've got Odontites rubra and Lolium perenne growing together in my paddock. What does this combination tell me about my soil?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I've found data on Odontites rubra and Lolium perenne. Here's what they indicate together:
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let's see what Odontites rubra and Lolium perenne tell us about your soil.
Putting these together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This cross-verification between species gives us confidence in the diagnosis.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up both Odontites rubra and Lolium perenne.
Putting these together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This cross-verification between species gives us confidence in the diagnosis.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I've got Odontites rubra and Lolium perenne growing together in my paddock. What does this combination tell me about my soil?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] Odontites rubra and Lolium perenne are showing up together in my field. What are they telling me as a combination?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I'll check the data on Odontites rubra and Lolium perenne together.
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I've got Odontites rubra and Lolium perenne growing together in my paddock. What does this combination tell me about my soil?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let's see what Odontites rubra and Lolium perenne tell us about your soil.
What's interesting is that they agree on key soil conditions:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This agreement between two different plant species makes it a reliable signal — not a coincidence.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I've got Odontites rubra and Lolium perenne growing together in my paddock. What does this combination tell me about my soil?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I'll check the data on Odontites rubra and Lolium perenne together.
What's interesting is that they agree on key soil conditions:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This agreement between two different plant species makes it a reliable signal — not a coincidence.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] Odontites rubra and Lolium perenne are showing up together in my field. What are they telling me as a combination?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I've found data on Odontites rubra and Lolium perenne. Here's what they indicate together:
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I'm seeing both Odontites rubra and Lolium perenne on my land. What's the soil story here?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
Putting these together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This cross-verification between species gives us confidence in the diagnosis.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I'm seeing both Odontites rubra and Lolium perenne on my land. What's the soil story here?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I'll check the data on Odontites rubra and Lolium perenne together.
Here's the story the weeds are telling:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When different weeds agree on soil conditions, pay attention.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] We've got Odontites rubra spreading alongside Lolium perenne. What does that combination indicate?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I'll check the data on Odontites rubra and Lolium perenne together.
What's interesting is that they agree on key soil conditions:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This agreement between two different plant species makes it a reliable signal — not a coincidence.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] My pasture has both Odontites rubra and Lolium perenne. What does that tell me about the soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
The combined picture is clear:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
Both species are telling the same story about your soil.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I'm seeing both Odontites rubra and Lolium perenne on my land. What's the soil story here?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I've found data on Odontites rubra and Lolium perenne. Here's what they indicate together:
Here's the story the weeds are telling:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When different weeds agree on soil conditions, pay attention.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I'm seeing both Odontites rubra and Lolium perenne on my land. What's the soil story here?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let's see what Odontites rubra and Lolium perenne tell us about your soil.
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] Odontites rubra and Lolium perenne are showing up together in my field. What are they telling me as a combination?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
I'll check the data on Odontites rubra and Lolium perenne together.
Here's the story the weeds are telling:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When different weeds agree on soil conditions, pay attention.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] Odontites rubra and Lolium perenne are showing up together in my field. What are they telling me as a combination?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Looking at Odontites rubra alongside Lolium perenne:
What's interesting is that they agree on key soil conditions:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
This agreement between two different plant species makes it a reliable signal — not a coincidence.


[System] You are AUGURY, a soil health assistant. When asked about multiple plant species together, call lookup_species() for each one, then synthesize what the combination indicates about the soil as a system.

[User] I've got Odontites rubra and Lolium perenne growing together in my paddock. What does this combination tell me about my soil?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Odontites rubra", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Odontites rubra", "common_names": ["Odontites rubra"], "region": "Europe", "indicators": {"Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lolium perenne", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lolium perenne", "common_names": ["Lolium perenne", "Perennial rye-grass", "Perennial rye-grass (Lolium perenne)"], "region": "Europe", "indicators": {"Species": "Perennial Rye-Grass (Lolium perenne)", "Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let's see what Odontites rubra and Lolium perenne tell us about your soil.
Here's what they tell us together:
• Both point to neutral., 6.0–7.5., wide in terms of soil ph
• Both point to fresh,, average, soils in terms of moisture
When two different species point to the same conditions, you can trust that signal.