[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: How many times does 'lemon' appear in the document?

[Document excerpt]:
Preliminary findings suggested that the intervention produced measurable effects. Several participants noted that further clarification would be necessary. The distribution of resources followed a predetermined allocation protocol. The scheduling algorithm prioritized tasks based on urgency and available capacity. Stakeholder feedback was incorporated into the revised implementation strategy. The evaluation criteria were established prior to the commencement of testing. All submitted materials were reviewed according to established evaluation rubrics. Compliance with the updated regulations required comprehensive staff training. The assessment framework distinguished between formative and summative measures. All participants were required to complete the mandatory orientation session. The oversight committee convened on a monthly basis to review operational metrics. The quarterly report indicated a steady increase in operational efficiency. The inventory management system was integrated with the existing database. Multiple iterations of the process were necessary to achieve the desired outcome. The project timeline was adjusted to accommodate unexpected technical delays. The maintenance schedule was updated to reflect recent infrastructure changes. The documentation requirements were clarified during the preliminary review phase. Participants were divided into cohorts based on predetermined selection criteria. The verification process involved cross-referencing multiple independent sources. Field observations confirmed the accuracy of the theoretical predictions. The deployment process followed a staged rollout to minimize disruption. The configuration parameters were adjusted to optimize system performance. Researchers observed significant variability across the sample population. The calibration procedure ensured consistency across all measurement instruments. A comparative analysis revealed differences between the two methodological approaches. Resource allocatio

[Assistant]
I'll search the document programmatically.
```python
count = ctx.count("lemon")
print(count)
```

[Tool] 7

[Assistant] Based on the search results, the answer is <answer>7</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: In which city was the 1963 agreement signed?

[Document excerpt]:
The 1963 agreement was signed in Vienna. The project timeline was adjusted to accommodate unexpected technical delays. An audit of the existing procedures identified several areas for improvement. Researchers observed significant variability across the sample population. The calibration procedure ensured consistency across all measurement instruments. The distribution of resources followed a predetermined allocation protocol. The configuration parameters were adjusted to optimize system performance. Baseline measurements were recorded prior to the introduction of any changes. All submitted materials were reviewed according to established evaluation rubrics. The quarterly report indicated a steady increase in operational efficiency. The evaluation criteria were established prior to the commencement of testing. The oversight committee convened on a monthly basis to review operational metrics. The inventory management system was integrated with the existing database. A comparative analysis revealed differences between the two methodological approaches. The verification process involved cross-referencing multiple independent sources. The committee reviewed the proposed amendments to the existing policy framework. Periodic assessments were conducted to monitor progress toward stated objectives. Stakeholder feedback was incorporated into the revised implementation strategy. The scheduling algorithm prioritized tasks based on urgency and available capacity. All participants were required to complete the mandatory orientation session. Multiple iterations of the process were necessary to achieve the desired outcome. Participants were divided into cohorts based on predetermined selection criteria. The documentation requirements were clarified during the preliminary review phase. The deployment process followed a staged rollout to minimize disruption. Compliance with the updated regulations required comprehensive staff training. The assessment framework distinguished between f

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] Vienna

[Assistant] Based on the search results, the answer is <answer>Vienna</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of grape, peach, and banana?

[Document excerpt]:
Compliance with the updated regulations required comprehensive staff training. Field observations confirmed the accuracy of the theoretical predictions. The committee reviewed the proposed amendments to the existing policy framework. Multiple iterations of the process were necessary to achieve the desired outcome. Researchers observed significant variability across the sample population. The project timeline was adjusted to accommodate unexpected technical delays. Baseline measurements were recorded prior to the introduction of any changes. Preliminary findings suggested that the intervention produced measurable effects. All participants were required to complete the mandatory orientation session. Several participants noted that further clarification would be necessary. The assessment framework distinguished between formative and summative measures. The documentation requirements were clarified during the preliminary review phase. The maintenance schedule was updated to reflect recent infrastructure changes. The verification process involved cross-referencing multiple independent sources. The distribution of resources followed a predetermined allocation protocol. Periodic assessments were conducted to monitor progress toward stated objectives. The oversight committee convened on a monthly basis to review operational metrics. The evaluation criteria were established prior to the commencement of testing. The calibration procedure ensured consistency across all measurement instruments. Resource allocation decisions were guided by priority rankings established earlier. Stakeholder feedback was incorporated into the revised implementation strategy. A comparative analysis revealed differences between the two methodological approaches. The configuration parameters were adjusted to optimize system performance. All submitted materials were reviewed according to established evaluation rubrics. An audit of the existing procedures identified several areas for improvement. The d

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 103

[Assistant] Based on the search results, the answer is <answer>103</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: How many times does 'lemon' appear in the document?

[Document excerpt]:
The scheduling algorithm prioritized tasks based on urgency and available capacity. The maintenance schedule was updated to reflect recent infrastructure changes. The documentation requirements were clarified during the preliminary review phase. All participants were required to complete the mandatory orientation session. The quarterly report indicated a steady increase in operational efficiency. Compliance with the updated regulations required comprehensive staff training. Preliminary findings suggested that the intervention produced measurable effects. Several participants noted that further clarification would be necessary. The project timeline was adjusted to accommodate unexpected technical delays. The distribution of resources followed a predetermined allocation protocol. The inventory management system was integrated with the existing database. All submitted materials were reviewed according to established evaluation rubrics. An audit of the existing procedures identified several areas for improvement. Multiple iterations of the process were necessary to achieve the desired outcome. Periodic assessments were conducted to monitor progress toward stated objectives. Researchers observed significant variability across the sample population. The verification process involved cross-referencing multiple independent sources. The oversight committee convened on a monthly basis to review operational metrics. The deployment process followed a staged rollout to minimize disruption. Resource allocation decisions were guided by priority rankings established earlier. The configuration parameters were adjusted to optimize system performance. Stakeholder feedback was incorporated into the revised implementation strategy. Participants were divided into cohorts based on predetermined selection criteria. The evaluation criteria were established prior to the commencement of testing. The committee reviewed the proposed amendments to the existing policy framework. The assessment fr

[Assistant]
I'll search the document programmatically.
```python
count = ctx.count("lemon")
print(count)
```

[Tool] 5

[Assistant] Based on the search results, the answer is <answer>5</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What color is the carpet mentioned in the document?

[Document excerpt]:
Baseline measurements were recorded prior to the introduction of any changes. Participants were divided into cohorts based on predetermined selection criteria. The maintenance schedule was updated to reflect recent infrastructure changes. Several participants noted that further clarification would be necessary. Researchers observed significant variability across the sample population. The quarterly report indicated a steady increase in operational efficiency. The evaluation criteria were established prior to the commencement of testing. The oversight committee convened on a monthly basis to review operational metrics. The committee reviewed the proposed amendments to the existing policy framework. The calibration procedure ensured consistency across all measurement instruments. The assessment framework distinguished between formative and summative measures. The configuration parameters were adjusted to optimize system performance. A comparative analysis revealed differences between the two methodological approaches. The deployment process followed a staged rollout to minimize disruption. Compliance with the updated regulations required comprehensive staff training. The verification process involved cross-referencing multiple independent sources. Multiple iterations of the process were necessary to achieve the desired outcome. All participants were required to complete the mandatory orientation session. Resource allocation decisions were guided by priority rankings established earlier. Periodic assessments were conducted to monitor progress toward stated objectives. The project timeline was adjusted to accommodate unexpected technical delays. Preliminary findings suggested that the intervention produced measurable effects. Stakeholder feedback was incorporated into the revised implementation strategy. All submitted materials were reviewed according to established evaluation rubrics. The distribution of resources followed a predetermined allocation protocol. Field obs

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] silver

[Assistant] Based on the search results, the answer is <answer>silver</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What color is the bench mentioned in the document?

[Document excerpt]:
A comparative analysis revealed differences between the two methodological approaches. The inventory management system was integrated with the existing database. The quarterly report indicated a steady increase in operational efficiency. The project timeline was adjusted to accommodate unexpected technical delays. The oversight committee convened on a monthly basis to review operational metrics. Preliminary findings suggested that the intervention produced measurable effects. Field observations confirmed the accuracy of the theoretical predictions. Researchers observed significant variability across the sample population. Periodic assessments were conducted to monitor progress toward stated objectives. The verification process involved cross-referencing multiple independent sources. The configuration parameters were adjusted to optimize system performance. The evaluation criteria were established prior to the commencement of testing. The calibration procedure ensured consistency across all measurement instruments. The scheduling algorithm prioritized tasks based on urgency and available capacity. The deployment process followed a staged rollout to minimize disruption. An audit of the existing procedures identified several areas for improvement. The documentation requirements were clarified during the preliminary review phase. The committee reviewed the proposed amendments to the existing policy framework. Stakeholder feedback was incorporated into the revised implementation strategy. Resource allocation decisions were guided by priority rankings established earlier. The maintenance schedule was updated to reflect recent infrastructure changes. The distribution of resources followed a predetermined allocation protocol. Baseline measurements were recorded prior to the introduction of any changes. Multiple iterations of the process were necessary to achieve the desired outcome. The assessment framework distinguished between formative and summative measures. Compliance

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] amber

[Assistant] Based on the search results, the answer is <answer>amber</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What color is the vessel mentioned in the document?

[Document excerpt]:
The deployment process followed a staged rollout to minimize disruption. Periodic assessments were conducted to monitor progress toward stated objectives. Compliance with the updated regulations required comprehensive staff training. Stakeholder feedback was incorporated into the revised implementation strategy. The documentation requirements were clarified during the preliminary review phase. Participants were divided into cohorts based on predetermined selection criteria. Preliminary findings suggested that the intervention produced measurable effects. The configuration parameters were adjusted to optimize system performance. The project timeline was adjusted to accommodate unexpected technical delays. An audit of the existing procedures identified several areas for improvement. Several participants noted that further clarification would be necessary. Resource allocation decisions were guided by priority rankings established earlier. The calibration procedure ensured consistency across all measurement instruments. A comparative analysis revealed differences between the two methodological approaches. The maintenance schedule was updated to reflect recent infrastructure changes. All submitted materials were reviewed according to established evaluation rubrics. The distribution of resources followed a predetermined allocation protocol. The committee reviewed the proposed amendments to the existing policy framework. The scheduling algorithm prioritized tasks based on urgency and available capacity. Multiple iterations of the process were necessary to achieve the desired outcome. Field observations confirmed the accuracy of the theoretical predictions. The evaluation criteria were established prior to the commencement of testing. All participants were required to complete the mandatory orientation session. The assessment framework distinguished between formative and summative measures. The verification process involved cross-referencing multiple independent sources. Th

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] jade

[Assistant] Based on the search results, the answer is <answer>jade</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: In which city was the 1984 agreement signed?

[Document excerpt]:
The 1984 agreement was signed in Lisbon. The distribution of resources followed a predetermined allocation protocol. Periodic assessments were conducted to monitor progress toward stated objectives. The deployment process followed a staged rollout to minimize disruption. Field observations confirmed the accuracy of the theoretical predictions. A comparative analysis revealed differences between the two methodological approaches. All participants were required to complete the mandatory orientation session. The assessment framework distinguished between formative and summative measures. The project timeline was adjusted to accommodate unexpected technical delays. Participants were divided into cohorts based on predetermined selection criteria. The calibration procedure ensured consistency across all measurement instruments. The quarterly report indicated a steady increase in operational efficiency. An audit of the existing procedures identified several areas for improvement. Researchers observed significant variability across the sample population. Compliance with the updated regulations required comprehensive staff training. Several participants noted that further clarification would be necessary. The committee reviewed the proposed amendments to the existing policy framework. Resource allocation decisions were guided by priority rankings established earlier. The scheduling algorithm prioritized tasks based on urgency and available capacity. All submitted materials were reviewed according to established evaluation rubrics. The oversight committee convened on a monthly basis to review operational metrics. Multiple iterations of the process were necessary to achieve the desired outcome. The configuration parameters were adjusted to optimize system performance. Stakeholder feedback was incorporated into the revised implementation strategy. The maintenance schedule was updated to reflect recent infrastructure changes. Preliminary findings suggested that the intervention

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] Lisbon

[Assistant] Based on the search results, the answer is <answer>Lisbon</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: How many times does 'plum' appear in the document?

[Document excerpt]:
The oversight committee convened on a monthly basis to review operational metrics. The quarterly report indicated a steady increase in operational efficiency. An audit of the existing procedures identified several areas for improvement. A comparative analysis revealed differences between the two methodological approaches. Resource allocation decisions were guided by priority rankings established earlier. The scheduling algorithm prioritized tasks based on urgency and available capacity. The assessment framework distinguished between formative and summative measures. The deployment process followed a staged rollout to minimize disruption. Stakeholder feedback was incorporated into the revised implementation strategy. The committee reviewed the proposed amendments to the existing policy framework. The configuration parameters were adjusted to optimize system performance. The distribution of resources followed a predetermined allocation protocol. The documentation requirements were clarified during the preliminary review phase. The evaluation criteria were established prior to the commencement of testing. Multiple iterations of the process were necessary to achieve the desired outcome. All participants were required to complete the mandatory orientation session. All submitted materials were reviewed according to established evaluation rubrics. The calibration procedure ensured consistency across all measurement instruments. The verification plum process involved cross-referencing multiple independent sources. Several participants noted that further clarification would be necessary. Field observations confirmed the accuracy of the theoretical predictions. Baseline measurements were recorded prior to the introduction of any changes. Periodic assessments were conducted to monitor progress toward stated objectives. Researchers observed significant variability across the sample population. The maintenance schedule was updated to reflect recent infrastructure changes. The pr

[Assistant]
I'll search the document programmatically.
```python
count = ctx.count("plum")
print(count)
```

[Tool] 10

[Assistant] Based on the search results, the answer is <answer>10</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of mango, peach, and cherry?

[Document excerpt]:
The deployment process followed a staged rollout to minimize disruption. The distribution of resources followed a predetermined allocation protocol. Periodic assessments were conducted to monitor progress toward stated objectives. Baseline measurements were recorded prior to the introduction of any changes. Participants were divided into cohorts based on predetermined selection criteria. A comparative analysis revealed differences between the two methodological approaches. Multiple iterations of the process were necessary to achieve the desired outcome. Stakeholder feedback was incorporated into the revised implementation strategy. The documentation requirements were clarified during the preliminary review phase. The committee reviewed the proposed amendments to the existing policy framework. Preliminary findings suggested that the intervention produced measurable effects. Field observations confirmed the accuracy of the theoretical predictions. All submitted materials were reviewed according to established evaluation rubrics. Researchers observed significant variability across the sample population. The evaluation criteria were established prior to the commencement of testing. The calibration procedure ensured consistency across all measurement instruments. The scheduling algorithm prioritized tasks based on urgency and available capacity. Resource allocation decisions were guided by priority rankings established earlier. Several participants noted that further clarification would be necessary. The configuration parameters were adjusted to optimize system performance. The project timeline was adjusted to accommodate unexpected technical delays. An audit of the existing procedures identified several areas for improvement. Compliance with the updated regulations required comprehensive staff training. The verification process involved cross-referencing multiple independent sources. The assessment framework distinguished between formative and summative measures. The ma

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 214

[Assistant] Based on the search results, the answer is <answer>214</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What color is the chair mentioned in the document?

[Document excerpt]:
Field observations confirmed the accuracy of the theoretical predictions. All participants were required to complete the mandatory orientation session. Several participants noted that further clarification would be necessary. Multiple iterations of the process were necessary to achieve the desired outcome. The deployment process followed a staged rollout to minimize disruption. The scheduling algorithm prioritized tasks based on urgency and available capacity. A comparative analysis revealed differences between the two methodological approaches. The calibration procedure ensured consistency across all measurement instruments. The committee reviewed the proposed amendments to the existing policy framework. All submitted materials were reviewed according to established evaluation rubrics. The verification process involved cross-referencing multiple independent sources. Researchers observed significant variability across the sample population. The documentation requirements were clarified during the preliminary review phase. Compliance with the updated regulations required comprehensive staff training. The inventory management system was integrated with the existing database. The configuration parameters were adjusted to optimize system performance. The assessment framework distinguished between formative and summative measures. The evaluation criteria were established prior to the commencement of testing. The quarterly report indicated a steady increase in operational efficiency. The maintenance schedule was updated to reflect recent infrastructure changes. Resource allocation decisions were guided by priority rankings established earlier. An audit of the existing procedures identified several areas for improvement. Periodic assessments were conducted to monitor progress toward stated objectives. The project timeline was adjusted to accommodate unexpected technical delays. Stakeholder feedback was incorporated into the revised implementation strategy. The oversight co

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] teal

[Assistant] Based on the search results, the answer is <answer>teal</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: In which city was the 2003 agreement signed?

[Document excerpt]:
Field observations confirmed the accuracy of the theoretical predictions. Stakeholder feedback was incorporated into the revised implementation strategy. An audit of the existing procedures identified several areas for improvement. Periodic assessments were conducted to monitor progress toward stated objectives. The deployment process followed a staged rollout to minimize disruption. The verification process involved cross-referencing multiple independent sources. The oversight committee convened on a monthly basis to review operational metrics. Preliminary findings suggested that the intervention produced measurable effects. The evaluation criteria were established prior to the commencement of testing. Participants were divided into cohorts based on predetermined selection criteria. The documentation requirements were clarified during the preliminary review phase. All submitted materials were reviewed according to established evaluation rubrics. The configuration parameters were adjusted to optimize system performance. The distribution of resources followed a predetermined allocation protocol. The scheduling algorithm prioritized tasks based on urgency and available capacity. The inventory management system was integrated with the existing database. The project timeline was adjusted to accommodate unexpected technical delays. Resource allocation decisions were guided by priority rankings established earlier. The committee reviewed the proposed amendments to the existing policy framework. A comparative analysis revealed differences between the two methodological approaches. The quarterly report indicated a steady increase in operational efficiency. Several participants noted that further clarification would be necessary. All participants were required to complete the mandatory orientation session. The calibration procedure ensured consistency across all measurement instruments. The maintenance schedule was updated to reflect recent infrastructure changes. The assess

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] Madrid

[Assistant] Based on the search results, the answer is <answer>Madrid</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What color is the chest mentioned in the document?

[Document excerpt]:
The chest is emerald. An audit of the existing procedures identified several areas for improvement. The quarterly report indicated a steady increase in operational efficiency. The scheduling algorithm prioritized tasks based on urgency and available capacity. Compliance with the updated regulations required comprehensive staff training. The deployment process followed a staged rollout to minimize disruption. The project timeline was adjusted to accommodate unexpected technical delays. Several participants noted that further clarification would be necessary. The configuration parameters were adjusted to optimize system performance. Periodic assessments were conducted to monitor progress toward stated objectives. The distribution of resources followed a predetermined allocation protocol. The verification process involved cross-referencing multiple independent sources. The evaluation criteria were established prior to the commencement of testing. A comparative analysis revealed differences between the two methodological approaches. The inventory management system was integrated with the existing database. All submitted materials were reviewed according to established evaluation rubrics. The documentation requirements were clarified during the preliminary review phase. Stakeholder feedback was incorporated into the revised implementation strategy. The maintenance schedule was updated to reflect recent infrastructure changes. All participants were required to complete the mandatory orientation session. Multiple iterations of the process were necessary to achieve the desired outcome. Participants were divided into cohorts based on predetermined selection criteria. Resource allocation decisions were guided by priority rankings established earlier. The calibration procedure ensured consistency across all measurement instruments. The assessment framework distinguished between formative and summative measures. The oversight committee convened on a monthly basis to review oper

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] emerald

[Assistant] Based on the search results, the answer is <answer>emerald</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What color is the shelf mentioned in the document?

[Document excerpt]:
The shelf is scarlet. Researchers observed significant variability across the sample population. The project timeline was adjusted to accommodate unexpected technical delays. The assessment framework distinguished between formative and summative measures. Resource allocation decisions were guided by priority rankings established earlier. The quarterly report indicated a steady increase in operational efficiency. The committee reviewed the proposed amendments to the existing policy framework. Multiple iterations of the process were necessary to achieve the desired outcome. Periodic assessments were conducted to monitor progress toward stated objectives. The distribution of resources followed a predetermined allocation protocol. Preliminary findings suggested that the intervention produced measurable effects. The oversight committee convened on a monthly basis to review operational metrics. All submitted materials were reviewed according to established evaluation rubrics. The maintenance schedule was updated to reflect recent infrastructure changes. Stakeholder feedback was incorporated into the revised implementation strategy. Compliance with the updated regulations required comprehensive staff training. The evaluation criteria were established prior to the commencement of testing. Several participants noted that further clarification would be necessary. All participants were required to complete the mandatory orientation session. Baseline measurements were recorded prior to the introduction of any changes. The configuration parameters were adjusted to optimize system performance. The documentation requirements were clarified during the preliminary review phase. The scheduling algorithm prioritized tasks based on urgency and available capacity. Participants were divided into cohorts based on predetermined selection criteria. The verification process involved cross-referencing multiple independent sources. The deployment process followed a staged rollout to minimize d

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] scarlet

[Assistant] Based on the search results, the answer is <answer>scarlet</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of mango, banana, and lemon?

[Document excerpt]:
The assessment framework distinguished between formative and summative measures. Stakeholder feedback was incorporated into the revised implementation strategy. The committee reviewed the proposed amendments to the existing policy framework. The oversight committee convened on a monthly basis to review operational metrics. Compliance with the updated regulations required comprehensive staff training. The calibration procedure ensured consistency across all measurement instruments. Periodic assessments were conducted to monitor progress toward stated objectives. Participants were divided into cohorts based on predetermined selection criteria. The maintenance schedule was updated to reflect recent infrastructure changes. Researchers observed significant variability across the sample population. The inventory management system was integrated with the existing database. Resource allocation decisions were guided by priority rankings established earlier. All submitted materials were reviewed according to established evaluation rubrics. Field observations confirmed the accuracy of the theoretical predictions. The distribution of resources followed a predetermined allocation protocol. A comparative analysis revealed differences between the two methodological approaches. Several participants noted that further clarification would be necessary. The configuration parameters were adjusted to optimize system performance. The deployment process followed a staged rollout to minimize disruption. Baseline measurements were recorded prior to the introduction of any changes. Multiple iterations of the process were necessary to achieve the desired outcome. The scheduling algorithm prioritized tasks based on urgency and available capacity. The evaluation criteria were established prior to the commencement of testing. An audit of the existing procedures identified several areas for improvement. The documentation requirements were clarified during the preliminary review phase. The quarter

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 130

[Assistant] Based on the search results, the answer is <answer>130</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: In which city was the 1999 agreement signed?

[Document excerpt]:
The 1999 agreement was signed in Vienna. Researchers observed significant variability across the sample population. Periodic assessments were conducted to monitor progress toward stated objectives. Stakeholder feedback was incorporated into the revised implementation strategy. Preliminary findings suggested that the intervention produced measurable effects. The oversight committee convened on a monthly basis to review operational metrics. The distribution of resources followed a predetermined allocation protocol. Baseline measurements were recorded prior to the introduction of any changes. The verification process involved cross-referencing multiple independent sources. The deployment process followed a staged rollout to minimize disruption. An audit of the existing procedures identified several areas for improvement. Compliance with the updated regulations required comprehensive staff training. A comparative analysis revealed differences between the two methodological approaches. Several participants noted that further clarification would be necessary. The evaluation criteria were established prior to the commencement of testing. The inventory management system was integrated with the existing database. The scheduling algorithm prioritized tasks based on urgency and available capacity. Field observations confirmed the accuracy of the theoretical predictions. Multiple iterations of the process were necessary to achieve the desired outcome. The documentation requirements were clarified during the preliminary review phase. All submitted materials were reviewed according to established evaluation rubrics. The committee reviewed the proposed amendments to the existing policy framework. All participants were required to complete the mandatory orientation session. Participants were divided into cohorts based on predetermined selection criteria. The quarterly report indicated a steady increase in operational efficiency. The calibration procedure ensured consistency across

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] Vienna

[Assistant] Based on the search results, the answer is <answer>Vienna</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of grape, peach, and lemon?

[Document excerpt]:
Multiple iterations of the process were necessary to achieve the desired outcome. The verification process involved cross-referencing multiple independent sources. A comparative analysis revealed differences between the two methodological approaches. Researchers observed significant variability across the sample population. Periodic assessments were conducted to monitor progress toward stated objectives. The maintenance schedule was updated to reflect recent infrastructure changes. The distribution of resources followed a predetermined allocation protocol. The project timeline was adjusted to accommodate unexpected technical delays. All participants were required to complete the mandatory orientation session. The oversight committee convened on a monthly basis to review operational metrics. The evaluation criteria were established prior to the commencement of testing. Preliminary findings suggested that the intervention produced measurable effects. All submitted materials were reviewed according to established evaluation rubrics. The committee reviewed the proposed amendments to the existing policy framework. Participants were divided into cohorts based on predetermined selection criteria. The deployment process followed a staged rollout to minimize disruption. The quarterly report indicated a steady increase in operational efficiency. The configuration parameters were adjusted to optimize system performance. The assessment framework distinguished between formative and summative measures. Baseline measurements were recorded prior to the introduction of any changes. The scheduling algorithm prioritized tasks based on urgency and available capacity. Stakeholder feedback was incorporated into the revised implementation strategy. The calibration procedure ensured consistency across all measurement instruments. An audit of the existing procedures identified several areas for improvement. Field observations confirmed the accuracy of the theoretical predictions. The docume

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 236

[Assistant] Based on the search results, the answer is <answer>236</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What color is the frame mentioned in the document?

[Document excerpt]:
The frame is violet. The committee reviewed the proposed amendments to the existing policy framework. Researchers observed significant variability across the sample population. Field observations confirmed the accuracy of the theoretical predictions. The calibration procedure ensured consistency across all measurement instruments. The configuration parameters were adjusted to optimize system performance. Preliminary findings suggested that the intervention produced measurable effects. Compliance with the updated regulations required comprehensive staff training. The deployment process followed a staged rollout to minimize disruption. The evaluation criteria were established prior to the commencement of testing. Multiple iterations of the process were necessary to achieve the desired outcome. The assessment framework distinguished between formative and summative measures. The scheduling algorithm prioritized tasks based on urgency and available capacity. The documentation requirements were clarified during the preliminary review phase. Baseline measurements were recorded prior to the introduction of any changes. All submitted materials were reviewed according to established evaluation rubrics. Several participants noted that further clarification would be necessary. The distribution of resources followed a predetermined allocation protocol. The verification process involved cross-referencing multiple independent sources. All participants were required to complete the mandatory orientation session. The project timeline was adjusted to accommodate unexpected technical delays. The inventory management system was integrated with the existing database. A comparative analysis revealed differences between the two methodological approaches. Stakeholder feedback was incorporated into the revised implementation strategy. Participants were divided into cohorts based on predetermined selection criteria. The oversight committee convened on a monthly basis to review operational me

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] violet

[Assistant] Based on the search results, the answer is <answer>violet</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of plum, lemon, and grape?

[Document excerpt]:
The deployment process followed a staged rollout to minimize disruption. The project timeline was adjusted to accommodate unexpected technical delays. A comparative analysis revealed differences between the two methodological approaches. Stakeholder feedback was incorporated into the revised implementation strategy. All submitted materials were reviewed according to established evaluation rubrics. The verification process involved cross-referencing multiple independent sources. The assessment framework distinguished between formative and summative measures. Researchers observed significant variability across the sample population. The documentation requirements were clarified during the preliminary review phase. The configuration parameters were adjusted to optimize system performance. The maintenance schedule was updated to reflect recent infrastructure changes. An audit of the existing procedures identified several areas for improvement. All participants were required to complete the mandatory orientation session. Participants were divided into cohorts based on predetermined selection criteria. Periodic assessments were conducted to monitor progress toward stated objectives. Resource allocation decisions were guided by priority rankings established earlier. The calibration procedure ensured consistency across all measurement instruments. Multiple iterations of the process were necessary to achieve the desired outcome. The quarterly report indicated a steady increase in operational efficiency. Several participants noted that further clarification would be necessary. The evaluation criteria were established prior to the commencement of testing. The oversight committee convened on a monthly basis to review operational metrics. Field observations confirmed the accuracy of the theoretical predictions. The inventory management system was integrated with the existing database. The distribution of resources followed a predetermined allocation protocol. The scheduling algo

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 153

[Assistant] Based on the search results, the answer is <answer>153</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: How many times does 'plum' appear in the document?

[Document excerpt]:
Field observations confirmed the accuracy of the theoretical predictions. Stakeholder feedback was incorporated into the revised implementation strategy. The calibration procedure ensured consistency across all measurement instruments. All submitted materials were reviewed according to established evaluation rubrics. An audit of the existing procedures identified several areas for improvement. Multiple iterations of the process were necessary to achieve the desired outcome. The project timeline was adjusted to accommodate unexpected technical delays. The evaluation criteria were established prior to the commencement of testing. The quarterly report indicated a steady increase in operational efficiency. A comparative analysis revealed differences between the two methodological approaches. Periodic assessments were conducted to monitor progress toward stated objectives. The oversight committee convened on a monthly basis to review operational metrics. The committee reviewed the proposed amendments to the existing policy framework. The configuration parameters were adjusted to optimize system performance. The scheduling algorithm prioritized tasks based on urgency and available capacity. Researchers observed significant variability across the sample population. Resource allocation decisions were guided by priority rankings established earlier. The inventory management system was integrated with the existing database. Participants were divided into cohorts based on predetermined selection criteria. The assessment framework distinguished between formative and summative measures. The deployment process followed a staged rollout to minimize disruption. Preliminary findings suggested that the intervention produced measurable effects. The verification process involved cross-referencing multiple independent sources. Several participants noted that further clarification would be necessary. All participants were required to complete the mandatory orientation session. Compliance

[Assistant]
I'll search the document programmatically.
```python
count = ctx.count("plum")
print(count)
```

[Tool] 17

[Assistant] Based on the search results, the answer is <answer>17</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What color is the cabinet mentioned in the document?

[Document excerpt]:
Periodic assessments were conducted to monitor progress toward stated objectives. The inventory management system was integrated with the existing database. Several participants noted that further clarification would be necessary. An audit of the existing procedures identified several areas for improvement. The documentation requirements were clarified during the preliminary review phase. The configuration parameters were adjusted to optimize system performance. Field observations confirmed the accuracy of the theoretical predictions. The project timeline was adjusted to accommodate unexpected technical delays. All participants were required to complete the mandatory orientation session. The quarterly report indicated a steady increase in operational efficiency. The committee reviewed the proposed amendments to the existing policy framework. The assessment framework distinguished between formative and summative measures. Stakeholder feedback was incorporated into the revised implementation strategy. The evaluation criteria were established prior to the commencement of testing. A comparative analysis revealed differences between the two methodological approaches. Preliminary findings suggested that the intervention produced measurable effects. Multiple iterations of the process were necessary to achieve the desired outcome. Baseline measurements were recorded prior to the introduction of any changes. The distribution of resources followed a predetermined allocation protocol. The verification process involved cross-referencing multiple independent sources. All submitted materials were reviewed according to established evaluation rubrics. Resource allocation decisions were guided by priority rankings established earlier. Participants were divided into cohorts based on predetermined selection criteria. The maintenance schedule was updated to reflect recent infrastructure changes. The calibration procedure ensured consistency across all measurement instruments. The overs

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] violet

[Assistant] Based on the search results, the answer is <answer>violet</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of peach, lemon, and banana?

[Document excerpt]:
The maintenance schedule was updated to reflect recent infrastructure changes. The distribution of resources followed a predetermined allocation protocol. The quarterly report indicated a steady increase in operational efficiency. The evaluation criteria were established prior to the commencement of testing. Several participants noted that further clarification would be necessary. The assessment framework distinguished between formative and summative measures. Baseline measurements were recorded prior to the introduction of any changes. The scheduling algorithm prioritized tasks based on urgency and available capacity. Resource allocation decisions were guided by priority rankings established earlier. An audit of the existing procedures identified several areas for improvement. Compliance with the updated regulations required comprehensive staff training. The project timeline was adjusted to accommodate unexpected technical delays. The oversight committee convened on a monthly basis to review operational metrics. Participants were divided into cohorts based on predetermined selection criteria. All participants were required to complete the mandatory orientation session. Multiple iterations of the process were necessary to achieve the desired outcome. Periodic assessments were conducted to monitor progress toward stated objectives. The deployment process followed a staged rollout to minimize disruption. All submitted materials were reviewed according to established evaluation rubrics. Researchers observed significant variability across the sample population. The configuration parameters were adjusted to optimize system performance. The calibration procedure ensured consistency across all measurement instruments. A comparative analysis revealed differences between the two methodological approaches. Stakeholder feedback was incorporated into the revised implementation strategy. The verification process involved cross-referencing multiple independent sources. The commit

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 149

[Assistant] Based on the search results, the answer is <answer>149</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What color is the mirror mentioned in the document?

[Document excerpt]:
Preliminary findings suggested that the intervention produced measurable effects. Researchers observed significant variability across the sample population. Field observations confirmed the accuracy of the theoretical predictions. The inventory management system was integrated with the existing database. The quarterly report indicated a steady increase in operational efficiency. The project timeline was adjusted to accommodate unexpected technical delays. The committee reviewed the proposed amendments to the existing policy framework. Resource allocation decisions were guided by priority rankings established earlier. An audit of the existing procedures identified several areas for improvement. All participants were required to complete the mandatory orientation session. The maintenance schedule was updated to reflect recent infrastructure changes. A comparative analysis revealed differences between the two methodological approaches. The scheduling algorithm prioritized tasks based on urgency and available capacity. Baseline measurements were recorded prior to the introduction of any changes. Compliance with the updated regulations required comprehensive staff training. Several participants noted that further clarification would be necessary. The documentation requirements were clarified during the preliminary review phase. The configuration parameters were adjusted to optimize system performance. The evaluation criteria were established prior to the commencement of testing. Participants were divided into cohorts based on predetermined selection criteria. The deployment process followed a staged rollout to minimize disruption. Periodic assessments were conducted to monitor progress toward stated objectives. The assessment framework distinguished between formative and summative measures. Multiple iterations of the process were necessary to achieve the desired outcome. The calibration procedure ensured consistency across all measurement instruments. Stakeholder feedbac

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] amber

[Assistant] Based on the search results, the answer is <answer>amber</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: In which city was the 1983 agreement signed?

[Document excerpt]:
The distribution of resources followed a predetermined allocation protocol. Periodic assessments were conducted to monitor progress toward stated objectives. Compliance with the updated regulations required comprehensive staff training. Multiple iterations of the process were necessary to achieve the desired outcome. The documentation requirements were clarified during the preliminary review phase. Stakeholder feedback was incorporated into the revised implementation strategy. Researchers observed significant variability across the sample population. Field observations confirmed the accuracy of the theoretical predictions. All submitted materials were reviewed according to established evaluation rubrics. The verification process involved cross-referencing multiple independent sources. The scheduling algorithm prioritized tasks based on urgency and available capacity. The committee reviewed the proposed amendments to the existing policy framework. The deployment process followed a staged rollout to minimize disruption. The assessment framework distinguished between formative and summative measures. The maintenance schedule was updated to reflect recent infrastructure changes. Baseline measurements were recorded prior to the introduction of any changes. Resource allocation decisions were guided by priority rankings established earlier. The calibration procedure ensured consistency across all measurement instruments. A comparative analysis revealed differences between the two methodological approaches. Preliminary findings suggested that the intervention produced measurable effects. The quarterly report indicated a steady increase in operational efficiency. An audit of the existing procedures identified several areas for improvement. All participants were required to complete the mandatory orientation session. The evaluation criteria were established prior to the commencement of testing. Participants were divided into cohorts based on predetermined selection criteria.

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] Brussels

[Assistant] Based on the search results, the answer is <answer>Brussels</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What color is the drawer mentioned in the document?

[Document excerpt]:
Periodic assessments were conducted to monitor progress toward stated objectives. The evaluation criteria were established prior to the commencement of testing. The inventory management system was integrated with the existing database. The distribution of resources followed a predetermined allocation protocol. Several participants noted that further clarification would be necessary. The deployment process followed a staged rollout to minimize disruption. Compliance with the updated regulations required comprehensive staff training. Researchers observed significant variability across the sample population. All participants were required to complete the mandatory orientation session. Preliminary findings suggested that the intervention produced measurable effects. The calibration procedure ensured consistency across all measurement instruments. The quarterly report indicated a steady increase in operational efficiency. The committee reviewed the proposed amendments to the existing policy framework. The verification process involved cross-referencing multiple independent sources. Resource allocation decisions were guided by priority rankings established earlier. A comparative analysis revealed differences between the two methodological approaches. Participants were divided into cohorts based on predetermined selection criteria. The configuration parameters were adjusted to optimize system performance. Stakeholder feedback was incorporated into the revised implementation strategy. Field observations confirmed the accuracy of the theoretical predictions. The project timeline was adjusted to accommodate unexpected technical delays. The assessment framework distinguished between formative and summative measures. Baseline measurements were recorded prior to the introduction of any changes. Multiple iterations of the process were necessary to achieve the desired outcome. All submitted materials were reviewed according to established evaluation rubrics. The oversight committe

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] jade

[Assistant] Based on the search results, the answer is <answer>jade</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of cherry, grape, and apple?

[Document excerpt]:
The committee reviewed the proposed amendments to the existing policy framework. The documentation requirements were clarified during the preliminary review phase. Baseline measurements were recorded prior to the introduction of any changes. All participants were required to complete the mandatory orientation session. The quarterly report indicated a steady increase in operational efficiency. The inventory management system was integrated with the existing database. The oversight committee convened on a monthly basis to review operational metrics. All submitted materials were reviewed according to established evaluation rubrics. Several participants noted that further clarification would be necessary. Compliance with the updated regulations required comprehensive staff training. The scheduling algorithm prioritized tasks based on urgency and available capacity. The evaluation criteria were established prior to the commencement of testing. Participants were divided into cohorts based on predetermined selection criteria. Resource allocation decisions were guided by priority rankings established earlier. The calibration procedure ensured consistency across all measurement instruments. The project timeline was adjusted to accommodate unexpected technical delays. An audit of the existing procedures identified several areas for improvement. The deployment process followed a staged rollout to minimize disruption. The maintenance schedule was updated to reflect recent infrastructure changes. Stakeholder feedback was incorporated into the revised implementation strategy. The distribution of resources followed a predetermined allocation protocol. The assessment framework distinguished between formative and summative measures. Researchers observed significant variability across the sample population. Periodic assessments were conducted to monitor progress toward stated objectives. Preliminary findings suggested that the intervention produced measurable effects. Field observati

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 98

[Assistant] Based on the search results, the answer is <answer>98</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What color is the drawer mentioned in the document?

[Document excerpt]:
The scheduling algorithm prioritized tasks based on urgency and available capacity. The maintenance schedule was updated to reflect recent infrastructure changes. The documentation requirements were clarified during the preliminary review phase. The quarterly report indicated a steady increase in operational efficiency. The oversight committee convened on a monthly basis to review operational metrics. The configuration parameters were adjusted to optimize system performance. The deployment process followed a staged rollout to minimize disruption. Resource allocation decisions were guided by priority rankings established earlier. Periodic assessments were conducted to monitor progress toward stated objectives. An audit of the existing procedures identified several areas for improvement. Stakeholder feedback was incorporated into the revised implementation strategy. Field observations confirmed the accuracy of the theoretical predictions. Multiple iterations of the process were necessary to achieve the desired outcome. The committee reviewed the proposed amendments to the existing policy framework. The distribution of resources followed a predetermined allocation protocol. Participants were divided into cohorts based on predetermined selection criteria. The evaluation criteria were established prior to the commencement of testing. Several participants noted that further clarification would be necessary. All submitted materials were reviewed according to established evaluation rubrics. Baseline measurements were recorded prior to the introduction of any changes. The calibration procedure ensured consistency across all measurement instruments. Compliance with the updated regulations required comprehensive staff training. The project timeline was adjusted to accommodate unexpected technical delays. Researchers observed significant variability across the sample population. The assessment framework distinguished between formative and summative measures. A comparative analy

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] teal

[Assistant] Based on the search results, the answer is <answer>teal</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of peach, grape, and banana?

[Document excerpt]:
Multiple iterations of the process were necessary to achieve the desired outcome. The project timeline was adjusted to accommodate unexpected technical delays. The distribution of resources followed a predetermined allocation protocol. Baseline measurements were recorded prior to the introduction of any changes. The configuration parameters were adjusted to optimize system performance. All submitted materials were reviewed according to established evaluation rubrics. Field observations confirmed the accuracy of the theoretical predictions. Several participants noted that further clarification would be necessary. The calibration procedure ensured consistency across all measurement instruments. Compliance with the updated regulations required comprehensive staff training. The documentation requirements were clarified during the preliminary review phase. The quarterly report indicated a steady increase in operational efficiency. The assessment framework distinguished between formative and summative measures. The evaluation criteria were established prior to the commencement of testing. The inventory management system was integrated with the existing database. The scheduling algorithm prioritized tasks based on urgency and available capacity. Stakeholder feedback was incorporated into the revised implementation strategy. Periodic assessments were conducted to monitor progress toward stated objectives. Researchers observed significant variability across the sample population. A comparative analysis revealed differences between the two methodological approaches. An audit of the existing procedures identified several areas for improvement. Participants were divided into cohorts based on predetermined selection criteria. Preliminary findings suggested that the intervention produced measurable effects. The verification process involved cross-referencing multiple independent sources. The deployment process followed a staged rollout to minimize disruption. Resource allocation

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 211

[Assistant] Based on the search results, the answer is <answer>211</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of grape, peach, and cherry?

[Document excerpt]:
The maintenance schedule was updated to reflect recent infrastructure changes. The verification process involved cross-referencing multiple independent sources. Multiple iterations of the process were necessary to achieve the desired outcome. Baseline measurements were recorded prior to the introduction of any changes. Researchers observed significant variability across the sample population. All participants were required to complete the mandatory orientation session. The scheduling algorithm prioritized tasks based on urgency and available capacity. The oversight committee convened on a monthly basis to review operational metrics. The evaluation criteria were established prior to the commencement of testing. Periodic assessments were conducted to monitor progress toward stated objectives. The configuration parameters were adjusted to optimize system performance. Participants were divided into cohorts based on predetermined selection criteria. The quarterly report indicated a steady increase in operational efficiency. Stakeholder feedback was incorporated into the revised implementation strategy. The inventory management system was integrated with the existing database. The calibration procedure ensured consistency across all measurement instruments. The distribution of resources followed a predetermined allocation protocol. All submitted materials were reviewed according to established evaluation rubrics. The documentation requirements were clarified during the preliminary review phase. A comparative analysis revealed differences between the two methodological approaches. The committee reviewed the proposed amendments to the existing policy framework. Field observations confirmed the accuracy of the theoretical predictions. Several participants noted that further clarification would be necessary. Compliance with the updated regulations required comprehensive staff training. Resource allocation decisions were guided by priority rankings established earlier. Prelimi

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 115

[Assistant] Based on the search results, the answer is <answer>115</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: How many times does 'banana' appear in the document?

[Document excerpt]:
The deployment process followed a staged rollout to minimize disruption. The committee reviewed the proposed amendments to the existing policy framework. The documentation requirements were clarified during the preliminary review phase. The oversight committee convened on a monthly basis to review operational metrics. The quarterly report indicated a steady increase in operational efficiency. Multiple iterations of the process were necessary to achieve the desired outcome. The configuration parameters were adjusted to optimize system performance. The verification process involved cross-referencing multiple independent sources. Field observations confirmed the accuracy of the theoretical predictions. Resource allocation decisions were guided by priority rankings established earlier. All participants were required to complete the mandatory orientation session. All submitted materials were reviewed according to established evaluation rubrics. The scheduling algorithm prioritized tasks based on urgency and available capacity. Preliminary findings suggested that the intervention produced measurable effects. An audit of the existing procedures identified several areas for improvement. The assessment framework distinguished between formative and summative measures. The project timeline was adjusted to accommodate unexpected technical delays. Periodic assessments were conducted to monitor progress toward stated objectives. The maintenance schedule was updated to reflect recent infrastructure changes. Participants were divided into cohorts based on predetermined selection criteria. Stakeholder feedback was incorporated into the revised implementation strategy. Several participants noted that further clarification would be necessary. The inventory management system was integrated with the existing database. Compliance with the updated regulations required comprehensive staff training. The calibration procedure ensured consistency across all measurement instruments. Researcher

[Assistant]
I'll search the document programmatically.
```python
count = ctx.count("banana")
print(count)
```

[Tool] 16

[Assistant] Based on the search results, the answer is <answer>16</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: In which city was the 1957 agreement signed?

[Document excerpt]:
The oversight committee convened on a monthly basis to review operational metrics. The scheduling algorithm prioritized tasks based on urgency and available capacity. The inventory management system was integrated with the existing database. The distribution of resources followed a predetermined allocation protocol. All submitted materials were reviewed according to established evaluation rubrics. Field observations confirmed the accuracy of the theoretical predictions. The documentation requirements were clarified during the preliminary review phase. Several participants noted that further clarification would be necessary. The assessment framework distinguished between formative and summative measures. The quarterly report indicated a steady increase in operational efficiency. The verification process involved cross-referencing multiple independent sources. Resource allocation decisions were guided by priority rankings established earlier. The deployment process followed a staged rollout to minimize disruption. Participants were divided into cohorts based on predetermined selection criteria. All participants were required to complete the mandatory orientation session. The calibration procedure ensured consistency across all measurement instruments. The committee reviewed the proposed amendments to the existing policy framework. The maintenance schedule was updated to reflect recent infrastructure changes. Stakeholder feedback was incorporated into the revised implementation strategy. The configuration parameters were adjusted to optimize system performance. An audit of the existing procedures identified several areas for improvement. Periodic assessments were conducted to monitor progress toward stated objectives. Researchers observed significant variability across the sample population. The project timeline was adjusted to accommodate unexpected technical delays. The evaluation criteria were established prior to the commencement of testing. Baseline measurements w

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] Brussels

[Assistant] Based on the search results, the answer is <answer>Brussels</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of apple, lemon, and plum?

[Document excerpt]:
The scheduling algorithm prioritized tasks based on urgency and available capacity. The deployment process followed a staged rollout to minimize disruption. All participants were required to complete the mandatory orientation session. The verification process involved cross-referencing multiple independent sources. The configuration parameters were adjusted to optimize system performance. Researchers observed significant variability across the sample population. The oversight committee convened on a monthly basis to review operational metrics. The committee reviewed the proposed amendments to the existing policy framework. Periodic assessments were conducted to monitor progress toward stated objectives. Multiple iterations of the process were necessary to achieve the desired outcome. The assessment framework distinguished between formative and summative measures. Several participants noted that further clarification would be necessary. The project timeline was adjusted to accommodate unexpected technical delays. The documentation requirements were clarified during the preliminary review phase. All submitted materials were reviewed according to established evaluation rubrics. Resource allocation decisions were guided by priority rankings established earlier. The calibration procedure ensured consistency across all measurement instruments. The maintenance schedule was updated to reflect recent infrastructure changes. The inventory management system was integrated with the existing database. The evaluation criteria were established prior to the commencement of testing. A comparative analysis revealed differences between the two methodological approaches. An audit of the existing procedures identified several areas for improvement. Field observations confirmed the accuracy of the theoretical predictions. Participants were divided into cohorts based on predetermined selection criteria. The quarterly report indicated a steady increase in operational efficiency. Baseline m

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 99

[Assistant] Based on the search results, the answer is <answer>99</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: How many times does 'banana' appear in the document?

[Document excerpt]:
The deployment process followed a staged rollout to minimize disruption. An audit of the existing procedures identified several areas for improvement. The distribution of resources followed a predetermined allocation protocol. Compliance with the updated regulations required comprehensive staff training. Stakeholder feedback was incorporated into the revised implementation strategy. The scheduling algorithm prioritized tasks based on urgency and available capacity. Participants were divided into cohorts based on predetermined selection criteria. Multiple iterations of the process were necessary to achieve the desired outcome. The inventory management system was integrated with the existing database. Baseline measurements were recorded prior to the introduction of any changes. banana The assessment framework distinguished between formative and summative measures. Periodic assessments were conducted to monitor progress toward stated objectives. The oversight committee convened on a monthly basis to review operational metrics. The documentation requirements were clarified during the preliminary review phase. Resource allocation decisions were guided by priority rankings established earlier. The evaluation criteria were established prior to the commencement of testing. Researchers observed significant variability across the sample population. Several participants noted that further clarification would be necessary. The project timeline was adjusted to accommodate unexpected technical delays. The committee reviewed the proposed amendments to the existing policy framework. The banana configuration parameters were adjusted to optimize system performance. All submitted materials were reviewed according to established evaluation rubrics. Preliminary findings suggested that the intervention produced measurable effects. A comparative analysis revealed differences between the two methodological approaches. Field observations confirmed the accuracy of the theoretical predictions

[Assistant]
I'll search the document programmatically.
```python
count = ctx.count("banana")
print(count)
```

[Tool] 19

[Assistant] Based on the search results, the answer is <answer>19</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What color is the statue mentioned in the document?

[Document excerpt]:
The statue is azure. Preliminary findings suggested that the intervention produced measurable effects. The inventory management system was integrated with the existing database. The documentation requirements were clarified during the preliminary review phase. The committee reviewed the proposed amendments to the existing policy framework. All participants were required to complete the mandatory orientation session. A comparative analysis revealed differences between the two methodological approaches. The verification process involved cross-referencing multiple independent sources. All submitted materials were reviewed according to established evaluation rubrics. Baseline measurements were recorded prior to the introduction of any changes. The quarterly report indicated a steady increase in operational efficiency. Field observations confirmed the accuracy of the theoretical predictions. The scheduling algorithm prioritized tasks based on urgency and available capacity. Periodic assessments were conducted to monitor progress toward stated objectives. Researchers observed significant variability across the sample population. The evaluation criteria were established prior to the commencement of testing. The configuration parameters were adjusted to optimize system performance. The deployment process followed a staged rollout to minimize disruption. The distribution of resources followed a predetermined allocation protocol. The calibration procedure ensured consistency across all measurement instruments. Resource allocation decisions were guided by priority rankings established earlier. The project timeline was adjusted to accommodate unexpected technical delays. An audit of the existing procedures identified several areas for improvement. Participants were divided into cohorts based on predetermined selection criteria. Several participants noted that further clarification would be necessary. Compliance with the updated regulations required comprehensive staff training.

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'(?:is|was signed in) ([\w]+)', ctx[:8192])
print(matches[0] if matches else 'not found')
```

[Tool] azure

[Assistant] Based on the search results, the answer is <answer>azure</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of cherry, lemon, and peach?

[Document excerpt]:
The oversight committee convened on a monthly basis to review operational metrics. The verification process involved cross-referencing multiple independent sources. The inventory management system was integrated with the existing database. The calibration procedure ensured consistency across all measurement instruments. Compliance with the updated regulations required comprehensive staff training. The distribution of resources followed a predetermined allocation protocol. Participants were divided into cohorts based on predetermined selection criteria. A comparative analysis revealed differences between the two methodological approaches. All participants were required to complete the mandatory orientation session. The evaluation criteria were established prior to the commencement of testing. The committee reviewed the proposed amendments to the existing policy framework. Resource allocation decisions were guided by priority rankings established earlier. The configuration parameters were adjusted to optimize system performance. The scheduling algorithm prioritized tasks based on urgency and available capacity. Researchers observed significant variability across the sample population. The maintenance schedule was updated to reflect recent infrastructure changes. The project timeline was adjusted to accommodate unexpected technical delays. Field observations confirmed the accuracy of the theoretical predictions. Multiple iterations of the process were necessary to achieve the desired outcome. The assessment framework distinguished between formative and summative measures. Several participants noted that further clarification would be necessary. The deployment process followed a staged rollout to minimize disruption. Stakeholder feedback was incorporated into the revised implementation strategy. All submitted materials were reviewed according to established evaluation rubrics. The quarterly report indicated a steady increase in operational efficiency. An audit of the ex

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 177

[Assistant] Based on the search results, the answer is <answer>177</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: How many times does 'lemon' appear in the document?

[Document excerpt]:
The maintenance schedule was updated to reflect recent infrastructure changes. All participants were required to complete the mandatory orientation session. Stakeholder feedback was incorporated into the revised implementation strategy. The scheduling algorithm prioritized tasks based on urgency and available capacity. The project timeline was adjusted to accommodate unexpected technical delays. The oversight committee convened on a monthly basis to review operational metrics. Periodic assessments were conducted to monitor progress toward stated objectives. The quarterly report indicated a steady increase in operational efficiency. Multiple iterations of the process were necessary to achieve the desired outcome. The documentation requirements were clarified during the preliminary review phase. Baseline measurements were recorded prior to the introduction of any changes. The distribution of resources followed a predetermined allocation protocol. Several participants noted that further clarification would be necessary. All submitted materials were reviewed according to established evaluation rubrics. The verification process involved cross-referencing multiple independent sources. Field observations confirmed the accuracy of the theoretical predictions. Participants were divided into cohorts based on predetermined selection criteria. An audit of the existing procedures identified several areas for improvement. The deployment process followed a staged rollout to minimize disruption. The inventory management system was integrated with the existing database. The calibration procedure ensured consistency across all measurement instruments. Compliance with the updated regulations required comprehensive staff training. The assessment framework distinguished between formative and summative measures. Resource allocation decisions were guided by priority rankings established earlier. Preliminary findings suggested that the intervention produced measurable effects. The configur

[Assistant]
I'll search the document programmatically.
```python
count = ctx.count("lemon")
print(count)
```

[Tool] 12

[Assistant] Based on the search results, the answer is <answer>12</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of cherry, peach, and mango?

[Document excerpt]:
The documentation requirements were clarified during the preliminary review phase. Resource allocation decisions were guided by priority rankings established earlier. All submitted materials were reviewed according to established evaluation rubrics. The verification process involved cross-referencing multiple independent sources. Several participants noted that further clarification would be necessary. The distribution of resources followed a predetermined allocation protocol. The deployment process followed a staged rollout to minimize disruption. All participants were required to complete the mandatory orientation session. The maintenance schedule was updated to reflect recent infrastructure changes. Stakeholder feedback was incorporated into the revised implementation strategy. Field observations confirmed the accuracy of the theoretical predictions. An audit of the existing procedures identified several areas for improvement. A comparative analysis revealed differences between the two methodological approaches. Researchers observed significant variability across the sample population. The scheduling algorithm prioritized tasks based on urgency and available capacity. Preliminary findings suggested that the intervention produced measurable effects. The project timeline was adjusted to accommodate unexpected technical delays. Participants were divided into cohorts based on predetermined selection criteria. The quarterly report indicated a steady increase in operational efficiency. Multiple iterations of the process were necessary to achieve the desired outcome. The calibration procedure ensured consistency across all measurement instruments. The evaluation criteria were established prior to the commencement of testing. The committee reviewed the proposed amendments to the existing policy framework. The inventory management system was integrated with the existing database. The configuration parameters were adjusted to optimize system performance. Periodic assessmen

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 151

[Assistant] Based on the search results, the answer is <answer>151</answer>


[System] You are FATHOM, a recursive language model with a Python REPL sandbox. You can read a long document via the variable `ctx` and call `llm(prompt, chunk)` for sub-queries. Think step by step. Emit your final answer inside <answer>...</answer>.

[User]
Question: What is the total cost of mango, banana, and grape?

[Document excerpt]:
An audit of the existing procedures identified several areas for improvement. The deployment process followed a staged rollout to minimize disruption. Field observations confirmed the accuracy of the theoretical predictions. The maintenance schedule was updated to reflect recent infrastructure changes. All participants were required to complete the mandatory orientation session. The scheduling algorithm prioritized tasks based on urgency and available capacity. Compliance with the updated regulations required comprehensive staff training. The committee reviewed the proposed amendments to the existing policy framework. Baseline measurements were recorded prior to the introduction of any changes. The configuration parameters were adjusted to optimize system performance. Resource allocation decisions were guided by priority rankings established earlier. The quarterly report indicated a steady increase in operational efficiency. The oversight committee convened on a monthly basis to review operational metrics. The project timeline was adjusted to accommodate unexpected technical delays. Preliminary findings suggested that the intervention produced measurable effects. The distribution of resources followed a predetermined allocation protocol. The calibration procedure ensured consistency across all measurement instruments. The assessment framework distinguished between formative and summative measures. Several participants noted that further clarification would be necessary. The verification process involved cross-referencing multiple independent sources. The documentation requirements were clarified during the preliminary review phase. Periodic assessments were conducted to monitor progress toward stated objectives. The evaluation criteria were established prior to the commencement of testing. Stakeholder feedback was incorporated into the revised implementation strategy. Participants were divided into cohorts based on predetermined selection criteria. The inventory man

[Assistant]
I'll search the document programmatically.
```python
import re
matches = re.findall(r'costs (\d+)', ctx)
print(sum(int(x) for x in matches))
```

[Tool] 187

[Assistant] Based on the search results, the answer is <answer>187</answer>