Datasets:
rollout_id stringlengths 8 35 | mode stringclasses 18
values | family stringclasses 3
values | task stringlengths 248 494 | status stringclasses 1
value | n_turns int32 3 20 | n_tool_calls int32 2 19 | recall_episode_ids listlengths 0 2 | recall_judged_keep_ids listlengths 0 2 | final stringlengths 50 26.6k | transcript stringlengths 3.82k 264k | events listlengths 6 40 |
|---|---|---|---|---|---|---|---|---|---|---|---|
r2_0906_s1 | R2 | R | Across our matters for client 1032 (matter ids 1032-*), find documents containing a section or provision addressing 'Start-Up Fees'. For each, name the matter and the document, state the position taken or obligation created, and compare how they differ. Cite the file path supporting every claim as (file: matters/...). | done | 5 | 3 | [] | [] | block.
</think>
<final>Based on a comprehensive search of all documents across matters for client 1032 (matter IDs 1032-00001 through 1032-00005), **no documents were found** containing a section or provision addressing "Start-Up Fees."
I conducted two searches:
1. Exact phrase search for "Start-Up Fees" (case-insens... | === TASK ===
Across our matters for client 1032 (matter ids 1032-*), find documents containing a section or provision addressing 'Start-Up Fees'. For each, name the matter and the document, state the position taken or obligation created, and compare how they differ. Cite the file path supporting every claim as (file: m... | [
{
"step": 0,
"role": "user",
"content": "Across our matters for client 1032 (matter ids 1032-*), find documents containing a section or provision addressing 'Start-Up Fees'. For each, name the matter and the document, state the position taken or obligation created, and compare how they differ. Cite the ... |
r2_1561_s0 | R2 | R | Across our matters for client 1002 (matter ids 1002-*), find documents containing a section or provision addressing 'Sheet: Earnout Summary'. For each, name the matter and the document, state the position taken or obligation created, and compare how they differ. Cite the file path supporting every claim as (file: matte... | done | 4 | 3 | [] | [] | No documents were found in matters/1002-* that contain a section or provision addressing 'Sheet: Earnout Summary'. Neither the exact phrase nor variations containing "Earnout" appeared in any markdown files across the 1002 matter IDs. Therefore, there are no documents to compare across matters. (file: matters/1002-*/**... | === TASK ===
Across our matters for client 1002 (matter ids 1002-*), find documents containing a section or provision addressing 'Sheet: Earnout Summary'. For each, name the matter and the document, state the position taken or obligation created, and compare how they differ. Cite the file path supporting every claim as... | [
{
"step": 0,
"role": "user",
"content": "Across our matters for client 1002 (matter ids 1002-*), find documents containing a section or provision addressing 'Sheet: Earnout Summary'. For each, name the matter and the document, state the position taken or obligation created, and compare how they differ. ... |
r3_FinancialOfficerCrestlin_683_s0 | R3 | R | Build a dossier on Financial Officer, Crestline Packaging Solutions LLC across the firm's DMS: every matter where it appears, its role in each (client, counterparty, lender, advisor, regulator, expert, or other), and what specific actions the documents attribute to it. Check multiple matters. Cite the file path support... | done | 3 | 2 | [] | [] | **Dossier on Financial Officer, Crestline Packaging Solutions LLC**
**Search Results:** No documents containing "Crestline Packaging Solutions LLC" were found in the firm's DMS.
I searched all markdown files across all matters (matters/1003-*/**/*.md) using a case-insensitive grep for "Crestline" and returned no matc... | === TASK ===
Build a dossier on Financial Officer, Crestline Packaging Solutions LLC across the firm's DMS: every matter where it appears, its role in each (client, counterparty, lender, advisor, regulator, expert, or other), and what specific actions the documents attribute to it. Check multiple matters. Cite the file... | [
{
"step": 0,
"role": "user",
"content": "Build a dossier on Financial Officer, Crestline Packaging Solutions LLC across the firm's DMS: every matter where it appears, its role in each (client, counterparty, lender, advisor, regulator, expert, or other), and what specific actions the documents attribute ... |
r3_UnitrinIncvAmericanGener_1617_s0 | R3 | R | Build a dossier on Unitrin, Inc. v. American General Corp across the firm's DMS: every matter where it appears, its role in each (client, counterparty, lender, advisor, regulator, expert, or other), and what specific actions the documents attribute to it. Check multiple matters. Cite the file path supporting every clai... | done | 4 | 3 | [] | [] | Based on my search of the Calderwood & Harkness LLP DMS, **Unitrin, Inc. v. American General Corp does not appear in any document** across the firm's document management system.
I searched across all matters (1003-00001 through 1003-00005) using both "Unitrin" and "unitrin" (case-insensitive) regex patterns against al... | === TASK ===
Build a dossier on Unitrin, Inc. v. American General Corp across the firm's DMS: every matter where it appears, its role in each (client, counterparty, lender, advisor, regulator, expert, or other), and what specific actions the documents attribute to it. Check multiple matters. Cite the file path supporti... | [
{
"step": 0,
"role": "user",
"content": "Build a dossier on Unitrin, Inc. v. American General Corp across the firm's DMS: every matter where it appears, its role in each (client, counterparty, lender, advisor, regulator, expert, or other), and what specific actions the documents attribute to it. Check m... |
r2_0367_s1 | R2 | R | Across our matters with a 'Insurance' workstream, find documents containing a section or provision addressing 'Conversion of Shares'. For each, name the matter and the document, state the position taken or obligation created, and compare how they differ. Cite the file path supporting every claim as (file: matters/...). | done | 7 | 6 | [] | [] | Based on my search across all documents in the Insurance workstream (matters/*/Insurance/**/*.md), no documents were found containing a section or provision addressing "Conversion of Shares."
I searched using multiple variations including:
- "Conversion of Shares" (exact phrase)
- "convertible shares"
- "share convers... | === TASK ===
Across our matters with a 'Insurance' workstream, find documents containing a section or provision addressing 'Conversion of Shares'. For each, name the matter and the document, state the position taken or obligation created, and compare how they differ. Cite the file path supporting every claim as (file: ... | [
{
"step": 0,
"role": "user",
"content": "Across our matters with a 'Insurance' workstream, find documents containing a section or provision addressing 'Conversion of Shares'. For each, name the matter and the document, state the position taken or obligation created, and compare how they differ. Cite the... |
d6_1026-00004_rs4 | D6 | D | "Reconstruct the correspondence record of matter 1026-00004: read the emails and letters under matte(...TRUNCATED) | done | 3 | 2 | [] | [] | "Based on my search of the correspondence directory for matter 1026-00004, I found only one correspo(...TRUNCATED) | "=== TASK ===\nReconstruct the correspondence record of matter 1026-00004: read the emails and lette(...TRUNCATED) | [{"step":0,"role":"user","content":"Reconstruct the correspondence record of matter 1026-00004: read(...TRUNCATED) |
r3_BrightmoorGroup_1172_s1 | R3 | R | "Build a dossier on Brightmoor Group across the firm's DMS: every matter where it appears, its role (...TRUNCATED) | done | 4 | 3 | [
"p6_r3_BrightmoorGroup_1172_s1_s0"
] | [] | "Based on a comprehensive search of the firm's DMS (matters/1003-*/**/*.md), **Brightmoor Group does(...TRUNCATED) | "=== TASK ===\nBuild a dossier on Brightmoor Group across the firm's DMS: every matter where it appe(...TRUNCATED) | [{"step":0,"role":"user","content":"Build a dossier on Brightmoor Group across the firm's DMS: every(...TRUNCATED) |
r2_1693_s1 | R2 | R | "Across our matters for client 1034 (matter ids 1034-*), find documents containing a section or prov(...TRUNCATED) | done | 4 | 3 | [] | [] | "I searched across all matters for client 1034 (matter ids 1034-*) in the DMS for documents containi(...TRUNCATED) | "=== TASK ===\nAcross our matters for client 1034 (matter ids 1034-*), find documents containing a s(...TRUNCATED) | [{"step":0,"role":"user","content":"Across our matters for client 1034 (matter ids 1034-*), find doc(...TRUNCATED) |
r3_Consultantshallpromptlyr_1976_s0 | R3 | R | "Build a dossier on Consultant shall promptly return to the Company across the firm's DMS: every mat(...TRUNCATED) | done | 4 | 3 | [] | [] | "Based on a comprehensive search of the entire DMS across all matters (matters/1003-00001 through ma(...TRUNCATED) | "=== TASK ===\nBuild a dossier on Consultant shall promptly return to the Company across the firm's (...TRUNCATED) | [{"step":0,"role":"user","content":"Build a dossier on Consultant shall promptly return to the Compa(...TRUNCATED) |
r3_VireoGroup_1074_s0 | R3 | R | "Build a dossier on Vireo Group across the firm's DMS: every matter where it appears, its role in ea(...TRUNCATED) | done | 4 | 3 | [
"p6_r3_VireoGroup_1074_s0_s0",
"p6_r3_VireoGroup_1074_s0_s1"
] | [] | "Based on a comprehensive search of the Calderwood & Harkness LLP (C&H) document management system, (...TRUNCATED) | "=== TASK ===\nBuild a dossier on Vireo Group across the firm's DMS: every matter where it appears, (...TRUNCATED) | [{"step":0,"role":"user","content":"Build a dossier on Vireo Group across the firm's DMS: every matt(...TRUNCATED) |
End of preview. Expand in Data Studio
Seed sessions: the original trajectories behind the recall episodes (WM-RL v4)
49,017 unedited agent sessions of Qwen3.5-9B working fixed tasks over a synthetic law firm's
document-management system with glob, grep and read, thinking on, temperature 0.7. This is the pool that
violetxi/wmrl-v4-recall-trajectories was cut
from: every recall episode keeps 1–3 of a session's tool calls, their results and its final answer byte for byte and
regenerates only the thinking. The dropped calls exist only here. It is also the pool the recursive note loop's seed
bank (round 0 of violetxi/wm-rl-notes-v4) was synthesized over,
and the raw-trajectory slice of the earlier study's training mixtures.
- Task families:
Ddocument reading / distillation 16,191 ·Rrelational cross-matter search 27,890 ·Ggrouped / ranking 4,936. - Ended with a
<final>answer: 49,017; without one: 0. - 15,237 sessions have at least one recall episode derived from them (19,481 episodes in all);
recall_episode_idslists them andrecall_judged_keep_idsthe subset that passed the honesty judge. - 107 raw files the pool manifest marked unusable (no answer or no tool call) are not included.
Provenance
The underlying world is Harvey AI's synthetic legal benchmark (MIT),
a 9,288-document / 266-matter law-firm corpus, revision c2488cfa24fd01ee88016a121479a2f86b394bd4. Its
CONTRIBUTING.md requires synthetic people, companies, law firms, funds, products, addresses and matter facts and
forbids real confidential client material. No real client data is present. Model: Qwen/Qwen3.5-9B
(c202236235762e1c871ad0ccb60c8ee5ba337b9a); one tool call per turn; the system message is the collection prompt
(the frozen evaluation prompt plus one sentence forbidding the model from writing its own <tool_result> block).
Tasks were generated from specs of three tiers (mop-up, resample, relational) over the corpus; the 250 held-out
benchmark tasks were decontaminated against by 8-gram overlap at generation time.
Schema
| column | type | |
|---|---|---|
rollout_id |
string | session id, e.g. r5_0523_s1 (spec id + sample); recall episodes are p6_<rollout_id>_s<k> |
mode |
string | task family and tier, e.g. D5, R2, G1 |
family |
string | D, R or G |
task |
string | the user instruction, verbatim |
status |
string | done (a <final> answer) or no_final |
n_turns |
int32 | assistant turns |
n_tool_calls |
int32 | tool calls executed |
recall_episode_ids |
list | recall episodes cut from this session |
recall_judged_keep_ids |
list | those that passed the honesty judge |
final |
string | the text inside the closing <final>...</final>, empty if none |
transcript |
string | the session rendered top-to-bottom: task, each assistant turn (thinking + call), each tool result (read this one) |
events |
list<{step, role, content}> | the structured session, lossless: user (task) then assistant / tool pairs per step |
Source
pools/rollouts-v4/*.jsonl and pools/merged-v4/manifest.jsonl from the WM-RL v4 run directory on TACC Vista,
exported 2026-09-15. Ten zstd parquet shards, 5,000 sessions each.
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