95 Ask for a direct quote as well as a paraphrase in multi label prompt

[dearden]

Fixes #95.

Updates the prompt so it gives a paraphrase of the claim alongside the direct quote.

The paraphrased version is the "claim", and the quote goes in a field called "original_text".

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Pull request checklist

• [ ] I have linked my PR to an issue
• [ ] I’ve used conventional commits
• [ ] My branch is up-to-date with main
• [ ] Where appropriate, I have added or updated tests
• [ ] Where appropriate, I have updated documentation to reflect my changes

[dearden]

Looks good - but does it work?!

It did when I tried it out, but once the evaluation scripts are done, I can answer that more confidently.

[andylolz]

Nice – looks good!

So I think the corresponding app change is this:

diff --git a/src/raphael_backend_flask/process.py b/src/raphael_backend_flask/process.py
index 4ae6f9c..c45d421 100644
--- a/src/raphael_backend_flask/process.py
+++ b/src/raphael_backend_flask/process.py
@@ -44,7 +44,7 @@ def extract_claims(run: dict) -> Iterable[dict[str, Any]]:
             parsed_claim = {
                 "run_id": run["id"],
                 "claim": claim["claim"],
-                "raw_sentence_text": chunk["text"],
+                "raw_sentence_text": claim["original_text"],
                 "labels": json.dumps(labels_dict),
                 "offset_start_s": float(chunk["start_offset"]),
             }

Then the title text popup in the app will show the original text output of the LLM, instead of the chunk.