Datasets:
query_id stringlengths 64 64 | episode_id stringlengths 29 29 | task_id stringlengths 24 24 | episode_seed int64 0 0 | query_index int64 1 31 | source stringclasses 312
values | target stringlengths 2 52 | current_page stringlengths 2 63 | action_type stringclasses 2
values | link_id int64 1 3.24k ⌀ | destination stringlengths 2 63 | predicted_value float64 0 1 | prediction_source stringclasses 1
value | target_value float64 0 1 | successes int64 0 8 | samples int64 8 8 | remaining_navigation_steps int64 1 10 | branch_successes listlengths 8 8 | input_messages listlengths 2 42 | record_json stringlengths 9.35k 780k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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205f63c798f001245cc9e7f45c8954f49e2014faded2f126ce2b11c0f301cfc2 | 0031d18a0b72e04c-0-prompted_q | e9b0f66d0349f4ed9d331008 | 0 | 1 | Medieval literature | Medieval music | Medieval literature | click | 16 | History of literature | 0.9 | prompted_q | 1 | 8 | 8 | 10 | [
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b64f3460f2fd46e4b1bd38769442755bbfd8c6226c46ea3a6ae79777b5c2690b | 0031d18a0b72e04c-0-prompted_q | e9b0f66d0349f4ed9d331008 | 0 | 3 | Medieval literature | Medieval music | History of literature | click | 56 | Medieval literature | 0.9 | prompted_q | 0.875 | 7 | 8 | 9 | [
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3a08919d98f08df83eed2d2fb27d0f087fe9f94c8d6ff020a45386fb192fae32 | 006a78e78cb4d40a-0-prompted_q | 8cfb95203cd7783f8d95e62f | 0 | 5 | Jocelyn | To Kill a Mockingbird | English language | click | 4 | United States | 0.4 | prompted_q | 0.5 | 4 | 8 | 9 | [
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233149634262b0347d3fd6a4790c51a50b38a4cd6a901ef65fea1db39d145d47 | 006a78e78cb4d40a-0-prompted_q | 8cfb95203cd7783f8d95e62f | 0 | 6 | Jocelyn | To Kill a Mockingbird | United States | click | 1,122 | American literature | 0.7 | prompted_q | 0.875 | 7 | 8 | 8 | [
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e494a877805e1a556f98fb79e52f1aec1b9d6b92a59b18ae93f575f0412d6e09 | 00a1780b6e70f722-0-prompted_q | 26545b92c3de6d9af737a60a | 0 | 3 | Upsilon Andromedae d | U.S. Route 66 | United States (disambiguation) | click | 1 | United States | 0.95 | prompted_q | 0.625 | 5 | 8 | 8 | [
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WikiRace MC-Q (N=8)
Offline action-value targets from a frozen Qwen3.5-9B navigator using prompted Q tools. Explore the interactive trajectories and branches.
This snapshot contains 1000 completed trajectories from a planned 1000-trajectory collection and 1855 MC targets. Snapshot created: 2026-11-05T23:47:00.262611+00:00. Collection complete: True. Rows are split by problem pair: 1664 training targets and 191 validation targets. In-progress and invalid episodes are omitted.
This collection expands the same selected parent queries from N=4 to N=8. It reuses 7,420 saved branches and adds 7,420 new branches. Each target averages all 8 outcomes; parent trajectories and query selection are unchanged.
What the values mean
The predicted_value column is the prompted Q estimate returned to the parent navigator. It is not a prediction from a trained scalar value model. The target_value column is the observed success fraction from 8 independent branches that force the proposed click/back action first, then continue with prompted Q tools available. This continuation policy differs from the tool-free policy described by the unchanged historical estimator prompt. These are noisy MC labels, not exact probabilities. Unselected tool calls have no MC target and are not training rows.
At most 2 legal parent Q calls per trajectory are selected uniformly by reservoir sampling. MC labels never affect parent navigation, and branch queries never launch recursive MC. The horizon is 10 navigation moves; other game budgets are preserved in each branch.
Files
- data/train.parquet and data/validation.parquet: query-level tables with predictions, MC targets, action context, input messages, and branch outcomes.
- raw/values-train.jsonl and raw/values-validation.jsonl: original schema-v3 target records, compatible with the repository's training loader.
- viewer/index.json and viewer/episodes/*.json.gz: compact parent/branch traces, tool calls, outcomes, and deduplicated visible article observations used by the Space.
- provenance.json: model revision, collection protocol, counts, and snapshot identity.
The record_json column preserves the full target record. Prompts and previous tool answers are context; the supervised loss applies only to each selected query's MC target. Missing predictions remain null and are excluded from comparison metrics.
Attribution and limitations
Article excerpts are adapted from English Wikipedia, available under CC BY-SA 4.0. Each article observation includes its source URL. Article content comes from the pinned June 2026 Kiwix snapshot. Generated actions and value estimates are experimental model outputs and can be incorrect. The viewer serves recorded data only and makes no inference calls. The initial completed subset can overrepresent faster/easier tasks while collection is running.
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