# Graph Structure

## Node List

### Node `question_root`
- **call_index:** `0`
- **original question:** What proportion of the total expected lifespan of females at birth was contributed by Saudi Arabia for the countries in Western Asia in 2018?

### Node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
- **call_index:** `1`
- **tool_name:** `get_indicator_code_from_name`
- **arguments:**
    - `indicator_name` = `Life expectancy at birth, female (years)` from node `question_root`
- **result:** `SP.DYN.LE00.FE.IN`

### Node `chatcmpl-tool-cb28c312a2c241e3a4cb4ec6205df9a0`
- **call_index:** `2`
- **tool_name:** `get_country_code_from_name`
- **arguments:**
    - `country_name` = `Saudi Arabia` from node `question_root`
- **result:** `SAU`

### Node `chatcmpl-tool-013450c450734cc29d8a2f8ea2cd3f91`
- **call_index:** `3`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `SAU` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `80.543`

### Node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
- **call_index:** `4`
- **tool_name:** `get_country_codes_in_region`
- **arguments:**
    - `region` = `Western Asia` from node `question_root`
- **result:** `["ARE", "ARM", "AZE", "BHR", "CYP", "GEO", "IRQ", "ISR", "JOR", "KWT", "LBN", "OMN", "PSE", "QAT", "SAU", "SYR", "TUR", "YEM"]`

### Node `chatcmpl-tool-c74132609ecb43708799e576ebe08aef`
- **call_index:** `5`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `ARE` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `83.912`

### Node `chatcmpl-tool-f1d3022310634ba3b4dcb6018eb434be`
- **call_index:** `6`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `ARM` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `79.0`

### Node `chatcmpl-tool-1a809012f153463889c2766933f579f1`
- **call_index:** `7`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `AZE` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `75.946`

### Node `chatcmpl-tool-6e44c4aef73442c2ac4c1452605f0ac9`
- **call_index:** `8`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `BHR` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `81.507`

### Node `chatcmpl-tool-2f6f3ad93dc740c89d020a5e32947988`
- **call_index:** `9`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `CYP` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `83.765`

### Node `chatcmpl-tool-bb2337cee589460cae87d77ee10f864c`
- **call_index:** `10`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `GEO` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `78.75`

### Node `chatcmpl-tool-70399fbb7858434ab2a2f769bda5acb2`
- **call_index:** `11`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `IRQ` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `72.842`

### Node `chatcmpl-tool-fe125e2cbf7a4f1eafbf044c56f53f87`
- **call_index:** `12`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `ISR` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `84.8`

### Node `chatcmpl-tool-9924382030c645da8be1f51f075d66f3`
- **call_index:** `13`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `JOR` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `78.834`

### Node `chatcmpl-tool-8e5292d61988474e99fa1094580a643c`
- **call_index:** `14`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `KWT` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `81.435`

### Node `chatcmpl-tool-26cf6c7c4bd74c6fb33c5c18a2a8eb2a`
- **call_index:** `15`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `LBN` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `80.093`

### Node `chatcmpl-tool-302a1fbcb1b6452f913968fd6d196e05`
- **call_index:** `16`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `OMN` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `81.793`

### Node `chatcmpl-tool-46b4755edc39460fabebe51bcc0adbfa`
- **call_index:** `17`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `PSE` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `77.609`

### Node `chatcmpl-tool-01f49cbc1815445484c77a25b5aaf189`
- **call_index:** `18`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `QAT` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `83.8`

### Node `chatcmpl-tool-e7a6e4b1b88b4c38963a002339547b25`
- **call_index:** `19`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `SYR` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `72.185`

### Node `chatcmpl-tool-f3b8d0bef65e4aa98962b6725bbadc3f`
- **call_index:** `20`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `TUR` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `80.634`

### Node `chatcmpl-tool-828eaf1080544997a22f10babab5e747`
- **call_index:** `21`
- **tool_name:** `retrieve_value`
- **arguments:**
    - `country_code` = `YEM` from node `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7`
    - `indicator_code` = `SP.DYN.LE00.FE.IN` from node `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6`
    - `year` = `2018` from node `question_root`
- **result:** `69.883`

### Node `chatcmpl-tool-028fdfd66a8145a39d0565e68d7c121b`
- **call_index:** `22`
- **tool_name:** `divide`
- **arguments:**
    - `value_a` = `80.543` from node `chatcmpl-tool-013450c450734cc29d8a2f8ea2cd3f91`
    - `value_b` = `1427.331` ⚠️ **No incoming edge. This argument is not derived from any previous node, so its provenance is unclear.**
- **result:** `0.05643`

### Node `chatcmpl-tool-cc6e50b4f62d4706b27a7e32615b706c`
- **call_index:** `23`
- **tool_name:** `final_answer`
- **arguments:**
    - `answer` = `0.05643` from node `chatcmpl-tool-028fdfd66a8145a39d0565e68d7c121b`
- **result:** `0.05643`

---
## Edges
- `question_root` → `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` (arg: `indicator_name="Life expectancy at birth, female (years)"`)
- `question_root` → `chatcmpl-tool-cb28c312a2c241e3a4cb4ec6205df9a0` (arg: `country_name=Saudi Arabia`)
- `question_root` → `chatcmpl-tool-013450c450734cc29d8a2f8ea2cd3f91` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` (arg: `region=Western Asia`)
- `question_root` → `chatcmpl-tool-c74132609ecb43708799e576ebe08aef` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-f1d3022310634ba3b4dcb6018eb434be` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-1a809012f153463889c2766933f579f1` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-6e44c4aef73442c2ac4c1452605f0ac9` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-2f6f3ad93dc740c89d020a5e32947988` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-bb2337cee589460cae87d77ee10f864c` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-70399fbb7858434ab2a2f769bda5acb2` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-fe125e2cbf7a4f1eafbf044c56f53f87` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-9924382030c645da8be1f51f075d66f3` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-8e5292d61988474e99fa1094580a643c` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-26cf6c7c4bd74c6fb33c5c18a2a8eb2a` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-302a1fbcb1b6452f913968fd6d196e05` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-46b4755edc39460fabebe51bcc0adbfa` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-01f49cbc1815445484c77a25b5aaf189` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-e7a6e4b1b88b4c38963a002339547b25` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-f3b8d0bef65e4aa98962b6725bbadc3f` (arg: `year=2018`)
- `question_root` → `chatcmpl-tool-828eaf1080544997a22f10babab5e747` (arg: `year=2018`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-013450c450734cc29d8a2f8ea2cd3f91` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-c74132609ecb43708799e576ebe08aef` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-f1d3022310634ba3b4dcb6018eb434be` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-1a809012f153463889c2766933f579f1` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-6e44c4aef73442c2ac4c1452605f0ac9` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-2f6f3ad93dc740c89d020a5e32947988` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-bb2337cee589460cae87d77ee10f864c` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-70399fbb7858434ab2a2f769bda5acb2` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-fe125e2cbf7a4f1eafbf044c56f53f87` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-9924382030c645da8be1f51f075d66f3` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-8e5292d61988474e99fa1094580a643c` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-26cf6c7c4bd74c6fb33c5c18a2a8eb2a` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-302a1fbcb1b6452f913968fd6d196e05` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-46b4755edc39460fabebe51bcc0adbfa` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-01f49cbc1815445484c77a25b5aaf189` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-e7a6e4b1b88b4c38963a002339547b25` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-f3b8d0bef65e4aa98962b6725bbadc3f` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-446b1ed010ba47ba828047e6fa30b4c6` → `chatcmpl-tool-828eaf1080544997a22f10babab5e747` (arg: `indicator_code=SP.DYN.LE00.FE.IN`)
- `chatcmpl-tool-013450c450734cc29d8a2f8ea2cd3f91` → `chatcmpl-tool-028fdfd66a8145a39d0565e68d7c121b` (arg: `value_a=80.543`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-013450c450734cc29d8a2f8ea2cd3f91` (arg: `country_code=SAU`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-c74132609ecb43708799e576ebe08aef` (arg: `country_code=ARE`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-f1d3022310634ba3b4dcb6018eb434be` (arg: `country_code=ARM`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-1a809012f153463889c2766933f579f1` (arg: `country_code=AZE`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-6e44c4aef73442c2ac4c1452605f0ac9` (arg: `country_code=BHR`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-2f6f3ad93dc740c89d020a5e32947988` (arg: `country_code=CYP`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-bb2337cee589460cae87d77ee10f864c` (arg: `country_code=GEO`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-70399fbb7858434ab2a2f769bda5acb2` (arg: `country_code=IRQ`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-fe125e2cbf7a4f1eafbf044c56f53f87` (arg: `country_code=ISR`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-9924382030c645da8be1f51f075d66f3` (arg: `country_code=JOR`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-8e5292d61988474e99fa1094580a643c` (arg: `country_code=KWT`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-26cf6c7c4bd74c6fb33c5c18a2a8eb2a` (arg: `country_code=LBN`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-302a1fbcb1b6452f913968fd6d196e05` (arg: `country_code=OMN`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-46b4755edc39460fabebe51bcc0adbfa` (arg: `country_code=PSE`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-01f49cbc1815445484c77a25b5aaf189` (arg: `country_code=QAT`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-e7a6e4b1b88b4c38963a002339547b25` (arg: `country_code=SYR`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-f3b8d0bef65e4aa98962b6725bbadc3f` (arg: `country_code=TUR`)
- `chatcmpl-tool-e223a6e9e96a4a9fb6388b42457879f7` → `chatcmpl-tool-828eaf1080544997a22f10babab5e747` (arg: `country_code=YEM`)
- `chatcmpl-tool-028fdfd66a8145a39d0565e68d7c121b` → `chatcmpl-tool-cc6e50b4f62d4706b27a7e32615b706c` (arg: `answer=0.05643`)
---
## ⚠️ Issues
- Node `chatcmpl-tool-028fdfd66a8145a39d0565e68d7c121b` arg `value_b` = `1427.331` has no incoming edge.