[evals] Add 3D Globe Movement Eval (#1100)

# Thank you for contributing an eval! ♥️

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the guidelines below will result in the PR being closed automatically**.
Note that even if the criteria are met, that does not guarantee the PR
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**PLEASE READ THIS**:

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files, so please make sure that you move the JSON file to Git LFS before
submitting a PR. Details on how to use Git LFS are available
[here](https://git-lfs.com).

## Eval details 📑

### Eval name

3D Globe Movement

### Eval description
This eval tests an LLMs ability to understand 3D movement through space,
in particular movement on or through planet Earth. Each example provides
a starting point and a path consisting of one or two movements, and the
expected answer is a state/province or ocean.

Similar to the evals from #462 and
#1060, this eval shows how difficult
movement is for LLMs to understand, and builds upon those by showing how
the problem is seemingly magnified by 3D movement and/or by requesting a
region as answer rather than numerical positions.

Testing on gpt-3.5-turbo, accuracy ranges from ~0.24 to ~0.31 

### What makes this a useful eval?
This eval demonstrates that a long series of steps is not necessary in
order to create a path that GPT is unable to follow, and that a simple
trip to the planet's core and back again, with a slight offset in any
direction, will often get it lost.

Whereas it can often handle "travel 15 degrees East", hiding that actual
travel behind a 2-step 3D path significantly hurts the model's
performance.

Interestingly, this eval seems to demonstrate the statistical rather
than reasoning nature of GPT, as regardless of starting point or path,
it shows a bias towards answering with oceans, especially the Pacific
Ocean.

## Criteria for a good eval ✅

Below are some of the criteria we look for in a good eval. In general,
we are seeking cases where the model does not do a good job despite
being capable of generating a good response (note that there are some
things large language models cannot do, so those would not make good
evals).

Your eval should be:

- [x] Thematically consistent: The eval should be thematically
consistent. We'd like to see a number of prompts all demonstrating some
particular failure mode. For example, we can create an eval on cases
where the model fails to reason about the physical world.
- [x] Contains failures where a human can do the task, but either GPT-4
or GPT-3.5-Turbo could not.
- [x] Includes good signal around what is the right behavior. This means
either a correct answer for `Basic` evals or the `Fact` Model-graded
eval, or an exhaustive rubric for evaluating answers for the `Criteria`
Model-graded eval.
- [x] **Include at least 15 high-quality examples.**

If there is anything else that makes your eval worth including, please
document it below.

### Unique eval value

> Insert what makes your eval high quality that was not mentioned above.
(Not required)

## Eval structure 🏗️

Your eval should

- [x] Check that your data is in `evals/registry/data/{name}`
- [x] Check that your YAML is registered at
`evals/registry/evals/{name}.yaml`
- [x] Ensure you have the right to use the data you submit via this eval

(For now, we will only be approving evals that use one of the existing
eval classes. You may still write custom eval classes for your own
cases, and we may consider merging them in the future.)

## Final checklist 👀

### Submission agreement

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and data under the same MIT license as this repository. You must have
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right to use this data in future service improvements to our product.
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Policies (<https://platform.openai.com/docs/usage-policies>).

- [x] I agree that my submission will be made available under an MIT
license and complies with OpenAI's usage policies.

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### Limited availability acknowledgment

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set the right expectation before you open this PR.

- [x] I understand that opening a PR, even if it meets the requirements
above, does not guarantee the PR will be merged nor GPT-4 access be
granted.

### Submit eval

- [x] I have filled out all required fields of this form
- [x] I have used **Git LFS** for the Eval JSON data
- [x] (Ignore if not submitting code) I have run `pip install
pre-commit; pre-commit install` and have verified that `black`, `isort`,
and `autoflake` are running when I commit and push

Failure to fill out all required fields will result in the PR being
closed.

### Eval JSON data

Since we are using Git LFS, we are asking eval submitters to add in as
many Eval Samples (at least 5) from their contribution here:

<details>
  <summary>View evals in JSON</summary>

  ### Eval
  ```jsonl
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 15 degree offset to the East"}], "ideal": "Colorado"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and travel due East 15
degrees"}], "ideal": "Colorado"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and travel due East 0.1
degrees"}], "ideal": "California"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and travel due East 1
meter"}], "ideal": "California"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and travel 0 meter"}],
"ideal": "California"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and make one complete
revolution around the planet"}], "ideal": "California"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 1 degree offset to the East"}], "ideal": "California"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 0.1 degree offset to the East"}], "ideal": "California"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 0.01 degree offset to the East"}], "ideal": "California"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 1 degree offset to the West"}], "ideal": "Pacific Ocean"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 90 degree offset to the East"}], "ideal": "Atlantic
Ocean"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 180 degree offset to the East"}], "ideal": "Ahal"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of San Francisco and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 1 degree offset to the North"}], "ideal": "California"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of Kansas City and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 15 degree offset to the East"}], "ideal": "West Virginia"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of Kansas City and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 15 degree offset to the West"}], "ideal": "Utah"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of New York City and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 1 degree offset to the East"}], "ideal": "Atlantic Ocean"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of New York City and travel due East 10
degrees"}], "ideal": "Atlantic Ocean"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of New York City and travel due East 500
kilometers"}], "ideal": "Atlantic Ocean"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of New York City and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 1 degree offset to the West"}], "ideal": "New Jersey"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of New York City and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 10 degree offset to the West"}], "ideal": "Ohio"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of New York City and travel due West 10
degrees"}], "ideal": "Ohio"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of New York City and travel due West 15
degrees"}], "ideal": "Illinois"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of New York City and travel due West 25
degrees"}], "ideal": "Nebraska"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of New York City and travel due West 30
degrees"}], "ideal": "Colorado"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of New York City and travel due West 35
degrees"}], "ideal": "Colorado"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of Oklahoma City and travel directly
downwards to the center of the Earth, then straight up, back to the
surface, at a 0.1 degree offset to the East"}], "ideal": "Oklahoma"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of Oklahoma City and travel directly
downwards to the center of the Earth, then straight up, back to the
surface along the same path that was traveled downards."}], "ideal":
"Oklahoma"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of Oklahoma City and travel directly
downwards to the center of the Earth, then continue onwards to the other
side of the planet"}], "ideal": "Xinjiang"}
{"input": [{"role": "system", "content": "Pretend you are 3DPathGPT, a
model that can accurately track 3D paths on, around, and through planet
Earth based on plain language descriptions. For each path, determine the
state, province, or ocean of the final destination. You may assume the
object traveling the path encounters no resistance, such as if it were a
neutrino. Try reasoning through the 3D path one step at a time, and at
the end, provide the final answer enclosed in square brackets like
[Europe]. Start at the center of Oklahoma City and travel directly
downwards through to the other side of the Earth"}], "ideal":
"Xinjiang"}

  ```
</details>

Author: thair116

evals/registry/data/3d_globe_movement/samples.jsonl

@@ -0,0 +1,3 @@
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+oid sha256:48ce9896d1d4d17303d3a6c6da98d33448ae613d1fcf4be2ca61f4b07e84c584
+size 19162

evals/registry/evals/3d_globe_movement.yaml

@@ -0,0 +1,9 @@
+3d_globe_movement:
+  id: 3d_globe_movement.dev.v0
+  description: Test the model's ability to keep track of position and orientation in a 3D environment, using the globe of planet earth as the test environment.
+  metrics: [accuracy]
+
+3d_globe_movement.dev.v0:
+  class: evals.elsuite.basic.includes:Includes
+  args:
+    samples_jsonl: 3d_globe_movement/samples.jsonl