state list | action dict | next_obs list | state_len int64 | temperature float64 | reward float64 | done bool | truncated bool | timestep int64 | try_step int64 | batch_id int64 | unique_data_sample_id int64 | generation_id int64 | split string | return_ float64 | advantage float64 | return_is_computed bool | advantage_is_computed bool | constant_reward_group bool | tools list | action_prob float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[
{
"content": "Here is the company information:\n\nCompany: Central Gateway Community College\nDescription: Central Gateway Community College is a prominent two-year institution in Dallas, Texas, providing associate degrees and technical certificates in a wide range of fields, including health sciences, business... | {
"content": "<tool_call>\n{\"name\": \"list_tables\", \"arguments\": {}}\n</tool_call>",
"role": "assistant"
} | [
{
"content": "[\"naics_2012_2017_conversion\", \"naics_2022_2017_conversion\", \"naics_2digit_table_2022\", \"naics_table_2022\", \"sba_size_standards_by_2012_naics\", \"small_business_insurance_appetite\", \"small_business_lobs\", \"states\"]",
"role": "tool"
}
] | 0 | 0 | 0 | false | false | 0 | 0 | 0 | 0 | 0 | eval | 0.313811 | 0.313811 | true | true | false | [
{
"description": "Get the underwriting guidelines for All National Insurance. Returns the complete set of rules for appetite determination, policy limits, deductibles, and special conditions.",
"name": "get_underwriting_guidelines",
"parameters": {
"properties": {
"query": null,
"t... | 0 |
[
{
"content": "Here is the company information:\n\nCompany: Central Gateway Community College\nDescription: Central Gateway Community College is a prominent two-year institution in Dallas, Texas, providing associate degrees and technical certificates in a wide range of fields, including health sciences, business... | {
"content": "<tool_call>\n{\"name\": \"get_table_descriptions\", \"arguments\": {}}\n</tool_call>",
"role": "assistant"
} | [
{
"content": "{\n \"naics\": \"table with 2022 6-digit NAICS codes\",\n \"naics_2digit\": \"table with 2022 2-digit NAICS codes\",\n \"naics_2022_2017\": \"table that maps 2022 NAICS codes to 2017 NAICS codes\",\n \"naics_2012_2017\": \"table that maps 2012 NAICS codes to 2017 NAICS codes\",\n \"small_busi... | 0 | 0 | 0 | false | false | 1 | 0 | 0 | 0 | 0 | eval | 0.348678 | 0.348678 | true | true | false | [
{
"description": "Get the underwriting guidelines for All National Insurance. Returns the complete set of rules for appetite determination, policy limits, deductibles, and special conditions.",
"name": "get_underwriting_guidelines",
"parameters": {
"properties": {
"query": null,
"t... | 0 |
[
{
"content": "Here is the company information:\n\nCompany: Central Gateway Community College\nDescription: Central Gateway Community College is a prominent two-year institution in Dallas, Texas, providing associate degrees and technical certificates in a wide range of fields, including health sciences, business... | {
"content": "**Clarifying table schemas**\n\nI’m noticing that tool descriptions aren't matching up with the list. I need to use `get_table_schema` for \"appetite_guide,\" \"lobs,\" and possibly \"small_business_insurance_appetite.\" It seems like the names returned by `list_tables` earlier don’t correspond with wha... | [
{
"content": "Table 'appetite_guide' not found. Available tables: ['naics_2012_2017_conversion', 'naics_2022_2017_conversion', 'naics_2digit_table_2022', 'naics_table_2022', 'sba_size_standards_by_2012_naics', 'small_business_insurance_appetite', 'small_business_lobs', 'states']",
"role": "tool"
}
] | 0 | 0 | 0 | false | false | 2 | 0 | 0 | 0 | 0 | eval | 0.38742 | 0.38742 | true | true | false | [
{
"description": "Get the underwriting guidelines for All National Insurance. Returns the complete set of rules for appetite determination, policy limits, deductibles, and special conditions.",
"name": "get_underwriting_guidelines",
"parameters": {
"properties": {
"query": null,
"t... | 0 |
[
{
"content": "Here is the company information:\n\nCompany: Central Gateway Community College\nDescription: Central Gateway Community College is a prominent two-year institution in Dallas, Texas, providing associate degrees and technical certificates in a wide range of fields, including health sciences, business... | {
"content": "<tool_call>\n{\"name\": \"get_table_schema\", \"arguments\": {\"table_name\": \"small_business_lobs\"}}\n</tool_call>",
"role": "assistant"
} | [
{
"content": "[\n {\n \"cid\": 0,\n \"name\": \"lob\",\n \"type\": \"TEXT\",\n \"notnull\": 0,\n \"default_value\": null,\n \"pk\": 0\n }\n]",
"role": "tool"
}
] | 0 | 0 | 0 | false | false | 3 | 0 | 0 | 0 | 0 | eval | 0.430467 | 0.430467 | true | true | false | [
{
"description": "Get the underwriting guidelines for All National Insurance. Returns the complete set of rules for appetite determination, policy limits, deductibles, and special conditions.",
"name": "get_underwriting_guidelines",
"parameters": {
"properties": {
"query": null,
"t... | 0 |
[
{
"content": "Here is the company information:\n\nCompany: Central Gateway Community College\nDescription: Central Gateway Community College is a prominent two-year institution in Dallas, Texas, providing associate degrees and technical certificates in a wide range of fields, including health sciences, business... | {
"content": "<tool_call>\n{\"name\": \"get_table_schema\", \"arguments\": {\"table_name\": \"small_business_insurance_appetite\"}}\n</tool_call>",
"role": "assistant"
} | [
{
"content": "[\n {\n \"cid\": 0,\n \"name\": \"naics\",\n \"type\": \"INTEGER\",\n \"notnull\": 0,\n \"default_value\": null,\n \"pk\": 0\n },\n {\n \"cid\": 1,\n \"name\": \"state\",\n \"type\": \"TEXT\",\n \"notnull\": 0,\n \"default_value\": null,\n \"pk\": 0\n },\n ... | 0 | 0 | 0 | false | false | 4 | 0 | 0 | 0 | 0 | eval | 0.478297 | 0.478297 | true | true | false | [
{
"description": "Get the underwriting guidelines for All National Insurance. Returns the complete set of rules for appetite determination, policy limits, deductibles, and special conditions.",
"name": "get_underwriting_guidelines",
"parameters": {
"properties": {
"query": null,
"t... | 0 |
[
{
"content": "Here is the company information:\n\nCompany: Central Gateway Community College\nDescription: Central Gateway Community College is a prominent two-year institution in Dallas, Texas, providing associate degrees and technical certificates in a wide range of fields, including health sciences, business... | {
"content": "**Finding suitable products**\n\nI need to identify appropriate alternative products for this company. I’ll start by reviewing the guidelines through a specific tool, looking up underwriting criteria to ensure I’m on the right track. This will help me align the products with what the company requires. I... | [
{
"content": "***General***\nWe write policies for small businesses only. Any business that fails to qualify as a \"small business\" is out of appetite, so we will not write a policy for it.\n\n***Property LOB***\n\nFor property LOB, business classes pertaining to hospitality or leasing are only in appetite if ... | 0 | 0 | 0 | false | false | 5 | 0 | 0 | 0 | 0 | eval | 0.531441 | 0.531441 | true | true | false | [
{
"description": "Get the underwriting guidelines for All National Insurance. Returns the complete set of rules for appetite determination, policy limits, deductibles, and special conditions.",
"name": "get_underwriting_guidelines",
"parameters": {
"properties": {
"query": null,
"t... | 0 |
[
{
"content": "Here is the company information:\n\nCompany: Central Gateway Community College\nDescription: Central Gateway Community College is a prominent two-year institution in Dallas, Texas, providing associate degrees and technical certificates in a wide range of fields, including health sciences, business... | {
"content": "**Checking insurance appetite**\n\nI need to check the small_business_insurance_appetite table to find out which lines of business (LOBs) are in appetite for the NAICS code 611210. I’ll run a read query to select rows where naics equals 611210 or possibly the 2-digit naics code. I guess I'll use a query... | [
{
"content": "[{\"naics\":611210,\"state\":\"AL\",\"lob\":\"workers compensation\",\"appetite\":\"Yes\",\"naics_2digit\":61,\"small_business\":1},{\"naics\":611210,\"state\":\"AL\",\"lob\":\"property\",\"appetite\":\"Yes\",\"naics_2digit\":61,\"small_business\":1},{\"naics\":611210,\"state\":\"AL\",\"lob\":\"ge... | 0 | 0 | 0 | false | false | 6 | 0 | 0 | 0 | 0 | eval | 0.59049 | 0.59049 | true | true | false | [
{
"description": "Get the underwriting guidelines for All National Insurance. Returns the complete set of rules for appetite determination, policy limits, deductibles, and special conditions.",
"name": "get_underwriting_guidelines",
"parameters": {
"properties": {
"query": null,
"t... | 0 |
[
{
"content": "Here is the company information:\n\nCompany: Central Gateway Community College\nDescription: Central Gateway Community College is a prominent two-year institution in Dallas, Texas, providing associate degrees and technical certificates in a wide range of fields, including health sciences, business... | {
"content": "**Examining insurance options for TX**\n\nThe user is interested in additional insurance products for a company in the NAICS 611210 category that already has general liability. I'm confirming that the appetite includes worker's compensation, property, auto, cyber, and BOP. Since we need to focus on Texa... | [
{
"content": "[{\"lob\":\"workers compensation\",\"appetite\":\"Yes\"},{\"lob\":\"property\",\"appetite\":\"Yes\"},{\"lob\":\"general liability\",\"appetite\":\"Yes\"},{\"lob\":\"auto\",\"appetite\":\"Yes\"},{\"lob\":\"cyber\",\"appetite\":\"Yes\"},{\"lob\":\"bop\",\"appetite\":\"Yes\"}]",
"role": "tool"
... | 0 | 0 | 0 | false | false | 7 | 0 | 0 | 0 | 0 | eval | 0.6561 | 0.6561 | true | true | false | [
{
"description": "Get the underwriting guidelines for All National Insurance. Returns the complete set of rules for appetite determination, policy limits, deductibles, and special conditions.",
"name": "get_underwriting_guidelines",
"parameters": {
"properties": {
"query": null,
"t... | 0 |
[
{
"content": "Here is the company information:\n\nCompany: Central Gateway Community College\nDescription: Central Gateway Community College is a prominent two-year institution in Dallas, Texas, providing associate degrees and technical certificates in a wide range of fields, including health sciences, business... | {
"content": "<tool_call>\n{\"name\": \"get_table_schema\", \"arguments\": {\"table_name\": \"sba_size_standards_by_2012_naics\"}}\n</tool_call>",
"role": "assistant"
} | [
{
"content": "[\n {\n \"cid\": 0,\n \"name\": \"NAICS Codes\",\n \"type\": \"INTEGER\",\n \"notnull\": 0,\n \"default_value\": null,\n \"pk\": 0\n },\n {\n \"cid\": 1,\n \"name\": \"Size Standards in millions of dollars\",\n \"type\": \"REAL\",\n \"notnull\": 0,\n \"default_v... | 0 | 0 | 0 | false | false | 8 | 0 | 0 | 0 | 0 | eval | 0.729 | 0.729 | true | true | false | [
{
"description": "Get the underwriting guidelines for All National Insurance. Returns the complete set of rules for appetite determination, policy limits, deductibles, and special conditions.",
"name": "get_underwriting_guidelines",
"parameters": {
"properties": {
"query": null,
"t... | 0 |
[{"content":"Here is the company information:\n\nCompany: Central Gateway Community College\nDescrip(...TRUNCATED) | {"content":"<tool_call>\n{\"name\": \"read_query\", \"arguments\": {\"query\": \"SELECT * FROM sba_s(...TRUNCATED) | [{"content":"[{\"NAICS Codes\":611210,\"Size Standards in millions of dollars\":20.5,\"Size standard(...TRUNCATED) | 0 | 0 | 0 | false | false | 9 | 0 | 0 | 0 | 0 | eval | 0.81 | 0.81 | true | true | false | [{"description":"Get the underwriting guidelines for All National Insurance. Returns the complete se(...TRUNCATED) | 0 |
End of preview. Expand in Data Studio
Act-PRM Rollout Dataset
Run Metadata
- run_name:
act-prm-v2-ia=0-rr=0-ec=insurance_default_gpt5m-gc=default_openai-tc=rollout_only-rbc=default-mc=oai_gpt5m_med-nf=0-gs=4-s=0-r=0 - run_cmd:
main_pytorch.py --env_config insurance/default_gpt5m --model_config oai_gpt5m_med --generator_config default_openai --trainer_config rollout_only --replay_buffer_config default --log_path ./logs --group_size 4 --seed 0 --replicate 0 --verbose --eval_every 0 - split:
eval - num_trajectories:
20 - num_episodes:
233 - group_size:
4 - batch_size:
20
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