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[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a70eee95542994082a3e3f1-v3-smart", "run_idx": 2, "seed": { "seed_sentence": "Which former Italian footballer born in 1961 scored a goal against FC Barcelona in the final of the UEFA Champions League?", "seed_question_rewritten": "Which former Italian footballer born in 1961 scored a goal ag...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a70eee95542994082a3e3f1-v3-smart", "run_idx": 0, "seed": { "seed_sentence": "Which former Italian footballer born in 1961 scored a goal against FC Barcelona in the final of the UEFA Champions League?", "seed_question_rewritten": "Which former Italian footballer born in 1961 scored a goal ag...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a70f4385542994082a3e432-v3-smart", "run_idx": 2, "seed": { "seed_sentence": "Which 1997 American action film starring Steven Seagal was nominated for 4 Golden Raspberry Awards?", "seed_question_rewritten": "Which 1997 American action film starring Steven Seagal was nominated for 4 Golden Ra...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a70f5865542994082a3e442-v3-smart", "run_idx": 1, "seed": { "seed_sentence": "Known for voicing Captain Hook in the 1953 film \"Peter Pan\", who was the actor who starred in the 1981 show \"American Dream?\"", "seed_question_rewritten": "Known for voicing Captain Hook in the 1953 film \"Pete...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a710b585542994082a3e509-v3-smart", "run_idx": 2, "seed": { "seed_sentence": "What is the nationality of the star of The Monster who was also in Swordswallers and Thin Men and The Savages?", "seed_question_rewritten": "What is the nationality of the star of The Monster who was also in Swords...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a710b585542994082a3e509-v3-smart", "run_idx": 3, "seed": { "seed_sentence": "What is the nationality of the star of The Monster who was also in Swordswallers and Thin Men and The Savages?", "seed_question_rewritten": "What is the nationality of the star of The Monster who was also in Swords...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a710cab5542994082a3e518-v3-smart", "run_idx": 0, "seed": { "seed_sentence": "Which animated cartoon character in the Warner Brothers \"Looney Tunes\" series did the mouse go to for help because it distrusted Daffy?", "seed_question_rewritten": "Which animated cartoon character in the Warner...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a710e545542994082a3e530-v3-smart", "run_idx": 3, "seed": { "seed_sentence": "What comedy film, written and directed by Garth Jennings, did Jules Sitruk have a role in?", "seed_question_rewritten": "What comedy film, written and directed by Garth Jennings, did Jules Sitruk have a role in?"...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a710ef05542994082a3e53a-v3-smart", "run_idx": 2, "seed": { "seed_sentence": "What is the nationality of the narrator of A Quest for King Arthur?", "seed_question_rewritten": "What is the nationality of the narrator of A Quest for King Arthur?", "seed_query": null, "seed_entities": n...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a71117d5542994082a3e551-v3-smart", "run_idx": 1, "seed": { "seed_sentence": "From what 1981 philosophical treatise did Houellebecq get the name of The Map and the Territory?", "seed_question_rewritten": "From what 1981 philosophical treatise did Houellebecq get the name of The Map and the T...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a7117a85542994082a3e57d-v3-smart", "run_idx": 2, "seed": { "seed_sentence": "In what city did the first UFC pay-per-view shown live on a Friday after UFC 55 take place?", "seed_question_rewritten": "In what city did the first UFC pay-per-view shown live on a Friday after UFC 55 take place?"...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a7123b55542994082a3e5c9-v3-smart", "run_idx": 3, "seed": { "seed_sentence": "Edward Laumann studied under which sociologist born in 1902?", "seed_question_rewritten": "Edward Laumann studied under which sociologist born in 1902?", "seed_query": null, "seed_entities": null, "gen"...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a7127ac5542994082a3e5e5-v3-smart", "run_idx": 1, "seed": { "seed_sentence": "What is the name of the 88th episode of \"The West Wing\" which is based on the Presidential Succession Act of 1947 set by the United States Constitution?", "seed_question_rewritten": "What is the name of the 88th ...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a71289a5542994082a3e5f1-v3-smart", "run_idx": 3, "seed": { "seed_sentence": "Going to Meet the Man covers many topics, including these relations, which culminated in the Civil Rights Act of 1964?", "seed_question_rewritten": "Going to Meet the Man covers many topics, including these relatio...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a7129745542994082a3e5fc-v3-smart", "run_idx": 1, "seed": { "seed_sentence": "What specific college in Delaware did Jamin Elliott play football with Matt Nagy?", "seed_question_rewritten": "What specific college in Delaware did Jamin Elliott play football with Matt Nagy?", "seed_query": ...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a712c415542994082a3e621-v3-smart", "run_idx": 1, "seed": { "seed_sentence": "What American composer born in 1895 was married to his frequent collaborator Verna Arvey?", "seed_question_rewritten": "What American composer born in 1895 was married to his frequent collaborator Verna Arvey?", ...
[ { "role": "system", "content": "You are a helpful assistant designed to solve tasks using the provided tools. Your task is to answer the user's question by calling the appropriate tools.\n 1. You MUST provide your brief reasoning process before using any tool.\n 2. You MUST call at least one t...
{ "task_id": "5a712eff5542994082a3e63d-v3-smart", "run_idx": 1, "seed": { "seed_sentence": "What website dedicated to United States technology business news did John Battelle launch during the dot-com boom? ", "seed_question_rewritten": "What website dedicated to United States technology business news did...
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SynSearch-Data

SynSearch-Data is an environment-aligned Search Agent training dataset produced through task synthesis and Solver-in-the-Loop verification. This first release contains 5,000 high-quality multi-hop ReAct trajectories covering 4,182 audited tasks.

Data format

Each JSONL row contains:

  • messages: the complete ReAct conversation, including tool calls and tool responses;
  • metadata.task_id / run_idx / trajectory_rank: trajectory provenance;
  • metadata.seed: source seed and evolution generation;
  • metadata.hops, difficulty, evolution_iterations, turns;
  • metadata.question, answer, predicted_answer;
  • metadata.final_eval: Solver-in-the-Loop aggregate statistics.

Quality controls

  • 5,000 trajectories, 4,182 unique tasks;
  • 100% multi-hop (hops >= 2);
  • 100% solver-verified correct trajectories;
  • 100% exact message-hash traceability to retained source trajectories;
  • no duplicate (task_id, run_idx) pairs.

Distribution

Hops Samples
2 1,965
3 1,732
4 786
5 287
6+ 230

Load

import json

with open("SynSearch-Data.jsonl", encoding="utf-8") as f:
    samples = [json.loads(line) for line in f]

The companion models are alibaba-pai/SearchQwen2.5-7B, alibaba-pai/SearchQwen2.5-3B, and alibaba-pai/SearchQwen3-8B.

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