question stringclasses 1 value | metadata stringclasses 10 values | task_source stringclasses 1 value | formatted_prompt listlengths 2 2 | responses_by_sample listlengths 1 1 | tokens_by_sample listlengths 1 1 | num_rounds_by_sample listlengths 1 1 | continuation_prompts_by_sample listlengths 1 1 | strategy_type stringclasses 1 value | termination_reason_by_sample listlengths 1 1 | retry_count_by_sample listlengths 1 1 |
|---|---|---|---|---|---|---|---|---|---|---|
Sample a unique name. | {"sample_id": 0, "seed": 42, "timestamp": "2026-01-12T03:26:41.346840"} | unique_names | [
{
"content": "You are a helpful assistant that samples unique names. When asked to sample a name, provide exactly one name (first name only or full name). Just give the name directly without explanation.",
"role": "system"
},
{
"content": "Sample a unique name.",
"role": "user"
}
] | [
[
"Zephyra",
"Caspian",
"Thalassa",
"Orinithia",
"Elysian",
"Liora",
"Sorenza",
"Jorvanna",
"Calixandra",
"Aurelion",
"Vespera",
"Zinnia",
"Celestria",
"Fintan",
"Lysandra",
"Oberon",
"Seraphine",
"Tamsin",
"Evangeline",
"Isolde",
"... | [
15012
] | [
791
] | [
[
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample a... | iterative | [
"budget_reached"
] | [
0
] |
Sample a unique name. | {"sample_id": 1, "seed": 42, "timestamp": "2026-01-12T03:26:41.346854"} | unique_names | [
{
"content": "You are a helpful assistant that samples unique names. When asked to sample a name, provide exactly one name (first name only or full name). Just give the name directly without explanation.",
"role": "system"
},
{
"content": "Sample a unique name.",
"role": "user"
}
] | [
[
"Zephyra",
"Orinath",
"Calixara",
"Tamsinelle",
"Liorael",
"Vesperine",
"Fenwick",
"Aurelin",
"Seraphel",
"Draxian",
"Elowen",
"Thalindra",
"Cyranox",
"Jovianne",
"Zyphira",
"Kaelith",
"Rivena",
"Solstice",
"Nyxara",
"Aeloria",
"T... | [
15013
] | [
753
] | [
[
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample a... | iterative | [
"budget_reached"
] | [
0
] |
Sample a unique name. | {"sample_id": 2, "seed": 42, "timestamp": "2026-01-12T03:26:41.346857"} | unique_names | [
{
"content": "You are a helpful assistant that samples unique names. When asked to sample a name, provide exactly one name (first name only or full name). Just give the name directly without explanation.",
"role": "system"
},
{
"content": "Sample a unique name.",
"role": "user"
}
] | [
[
"Zyra",
"Elowen",
"Thalassa",
"Kaelith",
"Jorvyn",
"Aurelia",
"Sorenna",
"Liora",
"Zephyra",
"Calyx",
"Indira",
"Vespera",
"Tamsin",
"Elysia",
"Riven",
"Zarina",
"Nerissa",
"Cressida",
"Solene",
"Aisling",
"Fiora",
"Dahlia",
... | [
15000
] | [
795
] | [
[
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample a... | iterative | [
"budget_reached"
] | [
0
] |
Sample a unique name. | {"sample_id": 3, "seed": 42, "timestamp": "2026-01-12T03:26:41.346859"} | unique_names | [
{
"content": "You are a helpful assistant that samples unique names. When asked to sample a name, provide exactly one name (first name only or full name). Just give the name directly without explanation.",
"role": "system"
},
{
"content": "Sample a unique name.",
"role": "user"
}
] | [
[
"Zephyra",
"Caelum",
"Liora",
"Thorian",
"Isolde",
"Aeliana",
"Kestrel",
"Elowen",
"Sorenza",
"Vespera",
"Zorion",
"Cressida",
"Tamsin",
"Elysia",
"Orinith",
"Fenwick",
"Arionna",
"Calista",
"Briarwyn",
"Solstice",
"Zephyros",
... | [
15016
] | [
790
] | [
[
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample a... | iterative | [
"budget_reached"
] | [
0
] |
Sample a unique name. | {"sample_id": 4, "seed": 42, "timestamp": "2026-01-12T03:26:41.346861"} | unique_names | [
{
"content": "You are a helpful assistant that samples unique names. When asked to sample a name, provide exactly one name (first name only or full name). Just give the name directly without explanation.",
"role": "system"
},
{
"content": "Sample a unique name.",
"role": "user"
}
] | [
[
"Zyra",
"Tavish",
"Elowen",
"Caspian",
"Indira",
"Thorian",
"Sable",
"Jorvik",
"Liora",
"Axelina",
"Runehart",
"Zephyra",
"Nimue",
"Kaimana",
"Vespera",
"Isolde",
"Elysian",
"Cressida",
"Sorrel",
"Draxen",
"Zorion",
"Aisling",... | [
15008
] | [
795
] | [
[
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample another unique name.",
"Please sample a... | iterative | [
"budget_reached"
] | [
0
] |
Sample a unique name. | {"sample_id": 5, "seed": 42, "timestamp": "2026-01-12T03:26:41.346863"} | unique_names | [{"content":"You are a helpful assistant that samples unique names. When asked to sample a name, pro(...TRUNCATED) | [["Zephyra","Orinithia","Thalorin","Caladrius","Liorael","Vesperine","Seraphelle","Aeloria","Nyxara"(...TRUNCATED) | [
15004
] | [
770
] | [["Please sample another unique name.","Please sample another unique name.","Please sample another u(...TRUNCATED) | iterative | [
"budget_reached"
] | [
0
] |
Sample a unique name. | {"sample_id": 6, "seed": 42, "timestamp": "2026-01-12T03:26:41.346864"} | unique_names | [{"content":"You are a helpful assistant that samples unique names. When asked to sample a name, pro(...TRUNCATED) | [["Zyra","Kaelith","Thalindra","Jorvyn","Elowen","Rivenhart","Sorella","Vespera","Aeloria","Nyxara",(...TRUNCATED) | [
15005
] | [
773
] | [["Please sample another unique name.","Please sample another unique name.","Please sample another u(...TRUNCATED) | iterative | [
"budget_reached"
] | [
0
] |
Sample a unique name. | {"sample_id": 7, "seed": 42, "timestamp": "2026-01-12T03:26:41.346866"} | unique_names | [{"content":"You are a helpful assistant that samples unique names. When asked to sample a name, pro(...TRUNCATED) | [["Zephyra","Orenji","Calix","Elysia","Thalassa","Jorvik","Seraphine","Liora","Azura","Caelum","Xant(...TRUNCATED) | [
15008
] | [
795
] | [["Please sample another unique name.","Please sample another unique name.","Please sample another u(...TRUNCATED) | iterative | [
"budget_reached"
] | [
0
] |
Sample a unique name. | {"sample_id": 8, "seed": 42, "timestamp": "2026-01-12T03:26:41.346867"} | unique_names | [{"content":"You are a helpful assistant that samples unique names. When asked to sample a name, pro(...TRUNCATED) | [["Zephyra","Caspian","Elowen","Thalassa","Jorvik","Sorenza","Lysander","Amaris","Vespera","Kaelith"(...TRUNCATED) | [
15010
] | [
790
] | [["Please sample another unique name.","Please sample another unique name.","Please sample another u(...TRUNCATED) | iterative | [
"budget_reached"
] | [
0
] |
Sample a unique name. | {"sample_id": 9, "seed": 42, "timestamp": "2026-01-12T03:26:41.346869"} | unique_names | [{"content":"You are a helpful assistant that samples unique names. When asked to sample a name, pro(...TRUNCATED) | [["Zariel","Liora","Caelum","Thalassa","Elysia","Aurelius","Isolde","Soren","Vespera","Zephyra","Cre(...TRUNCATED) | [
15017
] | [
794
] | [["Please sample another unique name.","Please sample another unique name.","Please sample another u(...TRUNCATED) | iterative | [
"budget_reached"
] | [
0
] |
unique-names-gpt4omini-iterative-15k
Unique name sampling with iterative strategy to 15000 tokens
Dataset Info
- Rows: 10
- Columns: 11
Columns
| Column | Type | Description |
|---|---|---|
| question | Value('string') | The initial prompt (Sample a unique name) |
| metadata | Value('string') | JSON with sample_id, seed, timestamp |
| task_source | Value('string') | Task type identifier (unique_names) |
| formatted_prompt | List({'content': Value('string'), 'role': Value('string')}) | Initial prompt messages sent to the model |
| responses_by_sample | List(List(Value('string'))) | Model responses [sample_idx][round_idx] = response string |
| tokens_by_sample | List(Value('int64')) | Total token count for each sample |
| num_rounds_by_sample | List(Value('int64')) | Number of continuation rounds for each sample |
| continuation_prompts_by_sample | List(List(Value('string'))) | Continuation prompts used [sample_idx][round_idx] |
| strategy_type | Value('string') | Prompting strategy: 'iterative', 'budget_forcing', or 'random_noise' |
| termination_reason_by_sample | List(Value('string')) | Why each sample terminated: 'max_rounds_reached' or 'budget_reached' |
| retry_count_by_sample | List(Value('int64')) | Retry attempts per sample due to empty responses |
Generation Parameters
{
"script_name": "stage_01_generate_name_samples.py",
"model": "gpt-4o-mini",
"hyperparameters": {
"temperature": 0.7,
"max_tokens_per_round": 15000,
"target_total_tokens": 15000,
"independent_samples": 1,
"strategy": "iterative",
"max_rounds": null,
"max_retries_per_round": -1
},
"input_datasets": [],
"description": "Unique name sampling with iterative strategy to 15000 tokens",
"experiment": "degen_test_1_unique_names",
"strategy": "iterative",
"seed": 42,
"max_rounds": null,
"inference_backend": "inference_engine",
"prompt_config": "default",
"status": "completed",
"completed_at": "2026-01-12T03:52:32.654816"
}
Experiment Documentation
For complete experiment details, see https://github.com/TAUR-Lab/Reasoning-Horizons/tree/main/experiments/degen_test_1_unique_names
Usage
from datasets import load_dataset
dataset = load_dataset("reasoning-degeneration-dev/unique-names-gpt4omini-iterative-15k", split="train")
print(f"Loaded {len(dataset)} rows")
This dataset is tracked in reasoning-degeneration-dev/PROJECT-MANIFEST
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