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post-training:00004d13a8ec8712e3af | grounded_qa | chat | easy | complexity-original-post-training-v1 | procurement_quote | en | train | [
{
"role": "user",
"content": "Can we resolve this case together?\n\nSITUATION CARD\nProcurement Quote — answer from the supplied source\nThe supplied source answers the documented part of the request and leaves one requested field undocumented.\n\nDATA CARD\nSource 783BAC: Table: Cedar—$48, 9 hours, repaira... | Can we resolve this case together?
SITUATION CARD
Procurement Quote — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Source 783BAC: Table: Cedar—$48, 9 hours, repairable yes; Flint—$42, 7 hours, repairable no; Vale—... | For hand 783BAC: According to Source 783BAC: Supported facts: Cedar has the longest stated battery life at 9 hours. Vale's battery life is unknown, so it cannot be compared on that field. No unstated detail is inferred. | User: Can we resolve this case together?
SITUATION CARD
Procurement Quote — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Source 783BAC: Table: Cedar—$48, 9 hours, repairable yes; Flint—$42, 7 hours, repairable no;... | [
"scenario:783bace63092fa595dd41ba7"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["direct_answer", "evidence", "unknown"], "deck_topology": {"answer": [{"deck": "grounded_qa-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "grounded-answer", "link_counts":... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0000ffee734421422aa8 | grounded_qa | instruct | medium | complexity-original-post-training-v1 | conflicting_service_reports | en | train | [
{
"role": "user",
"content": "Complete the task described by this hand.\n\nSITUATION CARD\nConflicting Service Reports — answer from the supplied source\nThe supplied source answers the documented part of the request and leaves one requested field undocumented.\n\nDATA CARD\nSource F1073E: At 09:35, the pub... | Complete the task described by this hand.
SITUATION CARD
Conflicting Service Reports — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Source F1073E: At 09:35, the public status check reports that the EU service endp... | Hand F1073E - The documented answer is: The reports appear to conflict, but they describe different scopes and therefore do not establish one global service state; that remains unknown. Do not choose either report as universally correct. Compare the same time window, region, account scope, and operation, then reproduce... | User: Complete the task described by this hand.
SITUATION CARD
Conflicting Service Reports — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Source F1073E: At 09:35, the public status check reports that the EU servic... | [
"scenario:f1073e0f45ba4f26b4ee0fe6"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["direct_answer", "evidence", "unknown"], "deck_topology": {"answer": [{"deck": "grounded_qa-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "grounded-answer", "link_counts":... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:00013d78034669f63655 | troubleshooting | chat | hard | complexity-original-post-training-v1 | spreadsheet_formula | en | train | [
{
"role": "user",
"content": "Can we resolve this case together?\n\nSITUATION CARD\nSpreadsheet formula — recover safely: unstable reproduction / no data loss → reproduced boundary\nThe immediate issue for an incorrect spreadsheet result is specific: The symptom appears intermittently under similar conditio... | Can we resolve this case together?
SITUATION CARD
Spreadsheet formula — recover safely: unstable reproduction / no data loss → reproduced boundary
The immediate issue for an incorrect spreadsheet result is specific: The symptom appears intermittently under similar conditions.
DATA CARD
Diagnostic record C5D895: Envir... | Hand C5D895 — 1. Protect the existing data and use log C5D895 as the comparison baseline. 2. In an isolated test environment, perform this check: Inspect the total formula in an isolated test environment and compare its referenced range with control C5D895; adjust only the copied workbook if the inserted row is exclude... | User: Can we resolve this case together?
SITUATION CARD
Spreadsheet formula — recover safely: unstable reproduction / no data loss → reproduced boundary
The immediate issue for an incorrect spreadsheet result is specific: The symptom appears intermittently under similar conditions.
DATA CARD
Diagnostic record C5D895:... | [
"scenario:c5d89529855413f267619365"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["steps", "direct_check", "regression_check"], "deck_topology": {"answer": [{"deck": "troubleshooting-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "troubleshooting-answer"... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:00017ff21607827630cf | brainstorming_creativity | chat | hard | complexity-original-post-training-v1 | writing_prompts | en | train | [
{
"role": "user",
"content": "Let's work from these situation and data cards.\n\nSITUATION CARD\nWriting prompts — synthesize complementary mechanisms: too broad / feasible → feasible set\nOne update makes a set of short writing prompts actionable: The current concept is too broad to evaluate.\n\nDATA CARD\... | Let's work from these situation and data cards.
SITUATION CARD
Writing prompts — synthesize complementary mechanisms: too broad / feasible → feasible set
One update makes a set of short writing prompts actionable: The current concept is too broad to evaluate.
DATA CARD
Creative constraint card 3C7064: create short sp... | Hand 3C7064 — Options: 1. A town forgets one street each sunrise. 2. A diver finds a memory labeled with tomorrow's date. 3. Two siblings remember the same childhood differently. All use a clear memory premise. Criteria review: All three options stay within the resources named in the brief. Comparison result: The three... | User: Let's work from these situation and data cards.
SITUATION CARD
Writing prompts — synthesize complementary mechanisms: too broad / feasible → feasible set
One update makes a set of short writing prompts actionable: The current concept is too broad to evaluate.
DATA CARD
Creative constraint card 3C7064: create sh... | [
"scenario:3c7064b3fb010412ee22cdb9"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["three_options", "criteria", "selection"], "deck_topology": {"answer": [{"deck": "brainstorming_creativity-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "brainstorm-answer... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0001d4ec87714b086a5a | planning_comparison | chat | easy | complexity-original-post-training-v1 | maintenance_plan | en | train | [
{
"role": "user",
"content": "Let's start with the situation and known facts.\n\nSITUATION CARD\nMaintenance plan — design a fallback: conflicting priorities / contingency budget → feasible sequence\nA decision about a routine maintenance plan changes because two priorities currently conflict.\n\nDATA CARD\... | Let's start with the situation and known facts.
SITUATION CARD
Maintenance plan — design a fallback: conflicting priorities / contingency budget → feasible sequence
A decision about a routine maintenance plan changes because two priorities currently conflict.
DATA CARD
Decision table BB4AF9 — Option A: a staged inspe... | For hand BB4AF9: B fails the budget test ($199 versus $174); C fails both the four-day deadline and one non-negotiable requirement. Choose the viable option, A: a staged inspection before replacement. Sequence: confirm availability today, hold it reversibly, then verify the requirement before payment. Fallback trigger:... | User: Let's start with the situation and known facts.
SITUATION CARD
Maintenance plan — design a fallback: conflicting priorities / contingency budget → feasible sequence
A decision about a routine maintenance plan changes because two priorities currently conflict.
DATA CARD
Decision table BB4AF9 — Option A: a staged... | [
"scenario:bb4af96287e1577bbdfcb234"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["criteria", "choice", "sequence", "fallback"], "deck_topology": {"answer": [{"deck": "planning_comparison-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "planning-answer", ... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:00046b7a95cfa3a37cd8 | brainstorming_creativity | chat | easy | complexity-original-post-training-v1 | low_cost_activity | en | train | [
{
"role": "user",
"content": "Could you help me reason through this case?\n\nSITUATION CARD\nLow-cost activities — develop one promising idea: promising / distinct → feasible set\nRoutine progress on ideas for a low-cost activity stops because one option is promising but not yet concrete.\n\nDATA CARD\nBrie... | Could you help me reason through this case?
SITUATION CARD
Low-cost activities — develop one promising idea: promising / distinct → feasible set
Routine progress on ideas for a low-cost activity stops because one option is promising but not yet concrete.
DATA CARD
Brief 027466: create a 20-minute teamwork activity fo... | For hand 027466: 1. Silent Sort — arrange cards without speech. 2. Priority Relay — revise a shared ranking. 3. Pattern Build — reproduce a hidden sequence. Each uses only cards and fits 20 minutes. Fit with the brief: The options differ in mechanism rather than wording alone. Practical result: The three retained ideas... | User: Could you help me reason through this case?
SITUATION CARD
Low-cost activities — develop one promising idea: promising / distinct → feasible set
Routine progress on ideas for a low-cost activity stops because one option is promising but not yet concrete.
DATA CARD
Brief 027466: create a 20-minute teamwork activ... | [
"scenario:02746640b11a47e03f3be6d6"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["three_options", "criteria", "selection"], "deck_topology": {"answer": [{"deck": "brainstorming_creativity-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "brainstorm-answer... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:00046e9ffc8dee6b60cd | summarization_synthesis | chat | easy | complexity-original-post-training-v1 | field_observations | en | train | [
{
"role": "user",
"content": "I want to work through this hand.\n\nSITUATION CARD\nField observations — extract decisions and actions: mixed confidence / structure → actions\nHandling a collection of field observations becomes bounded by this update: Facts, interpretations, and open questions are mixed toge... | I want to work through this hand.
SITUATION CARD
Field observations — extract decisions and actions: mixed confidence / structure → actions
Handling a collection of field observations becomes bounded by this update: Facts, interpretations, and open questions are mixed together.
DATA CARD
Notes 9F8CEC to condense: The... | For hand 9F8CEC: Decision: the agreed direction is to retain the observed temperature result. Action: Mina owns replicate two uncertain measurements for day 27. Open point: the causal explanation remains unresolved. | User: I want to work through this hand.
SITUATION CARD
Field observations — extract decisions and actions: mixed confidence / structure → actions
Handling a collection of field observations becomes bounded by this update: Facts, interpretations, and open questions are mixed together.
DATA CARD
Notes 9F8CEC to condens... | [
"scenario:9f8cecc13fbccc8e063a1bcc"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["decision", "action", "open_point"], "deck_topology": {"answer": [{"deck": "summarization_synthesis-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "summary-answer", "link_c... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0004ed0440ef3909e65d | summarization_synthesis | instruct | easy | complexity-original-post-training-v1 | policy_memo | en | train | [
{
"role": "user",
"content": "Complete the task described by this hand.\n\nSITUATION CARD\nPolicy memo — trace decisions to evidence: repetitive / minority view → core summary\nThe scenario for a policy memo begins with a change: Several points are repeated in slightly different wording.\n\nDATA CARD\nNotes... | Complete the task described by this hand.
SITUATION CARD
Policy memo — trace decisions to evidence: repetitive / minority view → core summary
The scenario for a policy memo begins with a change: Several points are repeated in slightly different wording.
DATA CARD
Notes 1FBD23 to condense: The recorded decision is to ... | Hand 1FBD23 — Decision: adopt the revised access rule. Action: document two listed exceptions, owned by Mina, is due by day 26. Open point: the source does not resolve the enforcement start date. | User: Complete the task described by this hand.
SITUATION CARD
Policy memo — trace decisions to evidence: repetitive / minority view → core summary
The scenario for a policy memo begins with a change: Several points are repeated in slightly different wording.
DATA CARD
Notes 1FBD23 to condense: The recorded decision ... | [
"scenario:1fbd238b4f0d687d5a8f0c2a"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["decision", "action", "open_point"], "deck_topology": {"answer": [{"deck": "summarization_synthesis-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "summary-answer", "link_c... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:000507280433566a1003 | critique_revision | instruct | easy | complexity-original-post-training-v1 | lesson_plan | en | train | [
{
"role": "user",
"content": "Please solve this hand.\n\nSITUATION CARD\nLesson plan — prioritize revisions by impact: mixed quality / claim evidence link → ordered fixes\nThe request concerning a lesson plan reaches a turning point: The draft has strong evidence but weak organization.\n\nDATA CARD\nEditing... | Please solve this hand.
SITUATION CARD
Lesson plan — prioritize revisions by impact: mixed quality / claim evidence link → ordered fixes
The request concerning a lesson plan reaches a turning point: The draft has strong evidence but weak organization.
DATA CARD
Editing input — Draft 863364: Install the update, delete... | Hand 863364 — Weakness: the destructive deletion comes before verification or backup. The correction must remain within the recorded facts. Revision: Back up the old folder and install the update separately. Verify the application before deleting anything, and retain rollback until the checks pass. | User: Please solve this hand.
SITUATION CARD
Lesson plan — prioritize revisions by impact: mixed quality / claim evidence link → ordered fixes
The request concerning a lesson plan reaches a turning point: The draft has strong evidence but weak organization.
DATA CARD
Editing input — Draft 863364: Install the update, ... | [
"scenario:8633642d7c0207a191fc3f67"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["weakness", "reason", "revision"], "deck_topology": {"answer": [{"deck": "critique_revision-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "critique-answer", "link_counts":... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0005ed71e109e641e5e5 | summarization_synthesis | chat | easy | complexity-original-post-training-v1 | project_update | en | train | [
{
"role": "user",
"content": "Let's start with the situation and known facts.\n\nSITUATION CARD\nProject update — organize the chronology: mixed confidence / minority view → timeline\nOne update changes the task: Facts, interpretations, and open questions are mixed together.\n\nDATA CARD\nSource D54745: The... | Let's start with the situation and known facts.
SITUATION CARD
Project update — organize the chronology: mixed confidence / minority view → timeline
One update changes the task: Facts, interpretations, and open questions are mixed together.
DATA CARD
Source D54745: The recorded decision is to accept the completed pro... | For hand D54745: Decision: accept the completed prototype. Action: Sora owns finish two integration checks for day 12. Open point: the launch date is still unresolved. | User: Let's start with the situation and known facts.
SITUATION CARD
Project update — organize the chronology: mixed confidence / minority view → timeline
One update changes the task: Facts, interpretations, and open questions are mixed together.
DATA CARD
Source D54745: The recorded decision is to accept the complet... | [
"scenario:d547457b9932cf8521b1eb75"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["decision", "action", "open_point"], "deck_topology": {"answer": [{"deck": "summarization_synthesis-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "summary-answer", "link_c... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:00064b6ad827e47b7176 | summarization_synthesis | chat | hard | complexity-original-post-training-v1 | incident_log | en | train | [
{
"role": "user",
"content": "I need help with the following card hand.\n\nSITUATION CARD\nIncident log — trace decisions to evidence: repetitive / source fidelity → linked synthesis\nOne verified fact shapes the choice for an incident log: Several points are repeated in slightly different wording.\n\nDATA ... | I need help with the following card hand.
SITUATION CARD
Incident log — trace decisions to evidence: repetitive / source fidelity → linked synthesis
One verified fact shapes the choice for an incident log: Several points are repeated in slightly different wording.
DATA CARD
Notes 00BBB7 to condense: The recorded deci... | Hand 00BBB7 — Decision: the agreed direction is to keep the service in monitored recovery. Action: by day 27, Sora will inspect two remaining error sources. Open point: no resolution is recorded for the incident's root cause. | User: I need help with the following card hand.
SITUATION CARD
Incident log — trace decisions to evidence: repetitive / source fidelity → linked synthesis
One verified fact shapes the choice for an incident log: Several points are repeated in slightly different wording.
DATA CARD
Notes 00BBB7 to condense: The recorde... | [
"scenario:00bbb736487f39c1cd702f2e"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["decision", "action", "open_point"], "deck_topology": {"answer": [{"deck": "summarization_synthesis-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "summary-answer", "link_c... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0006f7ce2afab37b2497 | extraction_classification | chat | hard | complexity-original-post-training-v1 | inventory_record | en | train | [
{
"role": "user",
"content": "I would like to handle this case carefully.\n\nSITUATION CARD\nInventory record — standardize records into one schema: inconsistent format / preserve value → complete fields\nA review of an inventory record reveals the key condition: Equivalent values use inconsistent formats.\... | I would like to handle this case carefully.
SITUATION CARD
Inventory record — standardize records into one schema: inconsistent format / preserve value → complete fields
A review of an inventory record reveals the key condition: Equivalent values use inconsistent formats.
DATA CARD
Raw inventory record: item=846495; ... | {"item":"846495","quantity":38,"location":"A-24","condition":"good","checked_by":null} | User: I would like to handle this case carefully.
SITUATION CARD
Inventory record — standardize records into one schema: inconsistent format / preserve value → complete fields
A review of an inventory record reveals the key condition: Equivalent values use inconsistent formats.
DATA CARD
Raw inventory record: item=84... | [
"scenario:84649587243a4d06300c25b6"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["json", "requested_fields", "missing_is_null"], "deck_topology": {"answer": [{"deck": "extraction-json-layout", "link_counts": [], "pool_sizes": [3], "pools": ["json_layout"]}], "data": [{"deck": "extraction-data", "link_counts": [],... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0007548512a984a1bbc3 | critique_revision | chat | easy | complexity-original-post-training-v1 | instructions | en | train | [
{
"role": "user",
"content": "I need help with the following card hand.\n\nSITUATION CARD\nInstructions — prioritize the necessary fixes: unclear / no invention → key issue\nRoutine progress on a set of user instructions stops because the main point is present but difficult to identify.\n\nDATA CARD\nText t... | I need help with the following card hand.
SITUATION CARD
Instructions — prioritize the necessary fixes: unclear / no invention → key issue
Routine progress on a set of user instructions stops because the main point is present but difficult to identify.
DATA CARD
Text to review: Draft 8D79CB: Install the update, delet... | For hand 8D79CB: Weakness: the destructive deletion comes before verification or backup. Bounded Revision: Back up the old folder and install the update separately. Verify the application before deleting anything, and retain rollback until the checks pass. | User: I need help with the following card hand.
SITUATION CARD
Instructions — prioritize the necessary fixes: unclear / no invention → key issue
Routine progress on a set of user instructions stops because the main point is present but difficult to identify.
DATA CARD
Text to review: Draft 8D79CB: Install the update,... | [
"scenario:8d79cbeb79ce308f174db774"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["weakness", "reason", "revision"], "deck_topology": {"answer": [{"deck": "critique_revision-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "critique-answer", "link_counts":... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:00076e429f9d705dcf8f | critique_revision | instruct | medium | complexity-original-post-training-v1 | survey_report | en | train | [
{
"role": "user",
"content": "Use these cards to produce the requested result.\n\nSITUATION CARD\nSurvey report — prioritize revisions by impact: nearly ready / actionable → evidence aligned\nThe scenario for a short survey report begins with a change: The draft is usable but needs one focused correction.\n... | Use these cards to produce the requested result.
SITUATION CARD
Survey report — prioritize revisions by impact: nearly ready / actionable → evidence aligned
The scenario for a short survey report begins with a change: The draft is usable but needs one focused correction.
DATA CARD
Editing input — Draft AD46F8: Most u... | Hand AD46F8 - Weakness: six responses in a twelve-person sample do not establish a majority or a broader user preference; the wording exceeds the supplied evidence. Faithful Revision: Six of twelve participants selected the new layout. This sample does not establish a broader user preference. | User: Use these cards to produce the requested result.
SITUATION CARD
Survey report — prioritize revisions by impact: nearly ready / actionable → evidence aligned
The scenario for a short survey report begins with a change: The draft is usable but needs one focused correction.
DATA CARD
Editing input — Draft AD46F8: ... | [
"scenario:ad46f8f2d77d39cc87d56078"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["weakness", "reason", "revision"], "deck_topology": {"answer": [{"deck": "critique_revision-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "critique-answer", "link_counts":... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0008d900d656c4619fa1 | extraction_classification | instruct | easy | complexity-original-post-training-v1 | survey_export | en | train | [
{
"role": "user",
"content": "Use these cards to produce the requested result.\n\nSITUATION CARD\nSurvey export — convert the record into a clear structure: mixed content / preserve value → valid structure\nA decision about a survey response export changes because relevant fields are mixed with unrelated pr... | Use these cards to produce the requested result.
SITUATION CARD
Survey export — convert the record into a clear structure: mixed content / preserve value → valid structure
A decision about a survey response export changes because relevant fields are mixed with unrelated prose.
DATA CARD
Raw survey export record: expo... | {"export":"33D823","responses":36,"mean_rating":4.2,"completion_rate":"87%","segment":"trial_users","notes":null} | User: Use these cards to produce the requested result.
SITUATION CARD
Survey export — convert the record into a clear structure: mixed content / preserve value → valid structure
A decision about a survey response export changes because relevant fields are mixed with unrelated prose.
DATA CARD
Raw survey export record... | [
"scenario:33d823a7a691aa80f04672eb"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["json", "requested_fields", "missing_is_null"], "deck_topology": {"answer": [{"deck": "extraction-json-layout", "link_counts": [], "pool_sizes": [3], "pools": ["json_layout"]}], "data": [{"deck": "extraction-data", "link_counts": [],... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:00091672d5cb2af84c50 | reasoning_verification | chat | easy | complexity-original-post-training-v1 | shopping_arithmetic | en | train | [
{
"role": "user",
"content": "Could you help me reason through this case?\n\nSITUATION CARD\nShopping Arithmetic — calculate and verify\nThe supplied values define a complete calculation with an independently checkable result.\n\nDATA CARD\nUse the supplied values only — Problem 2E4504: 9 items cost $9 each... | Could you help me reason through this case?
SITUATION CARD
Shopping Arithmetic — calculate and verify
The supplied values define a complete calculation with an independently checkable result.
DATA CARD
Use the supplied values only — Problem 2E4504: 9 items cost $9 each, plus a $4 delivery fee. | For hand 2E4504: Equation: using the supplied values, 9 × 9 + 4 = 85. Total: the result is $85. Check: a second view confirms that the item subtotal is $81, and adding $4 gives $85. | User: Could you help me reason through this case?
SITUATION CARD
Shopping Arithmetic — calculate and verify
The supplied values define a complete calculation with an independently checkable result.
DATA CARD
Use the supplied values only — Problem 2E4504: 9 items cost $9 each, plus a $4 delivery fee.
Assistant: Got it... | [
"scenario:2e45043bae04b42cc09f5038"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["equation", "result", "check"], "deck_topology": {"answer": [{"deck": "reasoning_verification-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "reasoning-answer", "link_count... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:00093997f2d04d3a56da | summarization_synthesis | chat | hard | complexity-original-post-training-v1 | meeting_transcript | en | train | [
{
"role": "user",
"content": "Could you help me reason through this case?\n\nSITUATION CARD\nMeeting transcript — organize the chronology: audience mismatch / minority view → core summary\nOne verified fact shapes the choice for a meeting transcript: The current summary does not match the reader's needs.\n\... | Could you help me reason through this case?
SITUATION CARD
Meeting transcript — organize the chronology: audience mismatch / minority view → core summary
One verified fact shapes the choice for a meeting transcript: The current summary does not match the reader's needs.
DATA CARD
Summary input C1C8B6 — The recorded d... | Hand C1C8B6 — Decision: the record is to approve the interface copy. Action: run two accessibility checks, owned by Theo, is due by day 17. Open point: release timing remains unresolved. | User: Could you help me reason through this case?
SITUATION CARD
Meeting transcript — organize the chronology: audience mismatch / minority view → core summary
One verified fact shapes the choice for a meeting transcript: The current summary does not match the reader's needs.
DATA CARD
Summary input C1C8B6 — The reco... | [
"scenario:c1c8b6b8bbf3d4c8a5682e66"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["decision", "action", "open_point"], "deck_topology": {"answer": [{"deck": "summarization_synthesis-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "summary-answer", "link_c... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0009557564d3d5ffb86b | grounded_qa | instruct | easy | complexity-original-post-training-v1 | maintenance_log | en | train | [
{
"role": "user",
"content": "Work through the following card hand.\n\nSITUATION CARD\nMaintenance Log — answer from the supplied source\nThe supplied source answers the documented part of the request and leaves one requested field undocumented.\n\nDATA CARD\nEvidence excerpt 5D12D4: On August 9, a technici... | Work through the following card hand.
SITUATION CARD
Maintenance Log — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Evidence excerpt 5D12D4: On August 9, a technician replaced the intake filter after recording red... | Hand 5D12D4 — Source 5D12D4 supports this answer: The supplied record establishes this: The intake filter was replaced and the follow-up test restored normal airflow. The original cause of the blockage is unknown because the log does not establish it. No unstated detail is inferred. | User: Work through the following card hand.
SITUATION CARD
Maintenance Log — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Evidence excerpt 5D12D4: On August 9, a technician replaced the intake filter after recordi... | [
"scenario:5d12d4bac64d05bc54816c92"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["direct_answer", "evidence", "unknown"], "deck_topology": {"answer": [{"deck": "grounded_qa-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "grounded-answer", "link_counts":... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:000a6408d03116f4c358 | grounded_qa | instruct | easy | complexity-original-post-training-v1 | product_specs | en | train | [
{
"role": "user",
"content": "Complete the task described by this hand.\n\nSITUATION CARD\nProduct Specs — answer from the supplied source\nThe supplied source answers the documented part of the request and leaves one requested field undocumented.\n\nDATA CARD\nSource CDD23C: The Lumen Mini supports Wi-Fi 6... | Complete the task described by this hand.
SITUATION CARD
Product Specs — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Source CDD23C: The Lumen Mini supports Wi-Fi 6 and USB-C charging. Its rated battery life is 11... | Hand CDD23C — Based on Source CDD23C: The supplied record establishes this: The rated battery life is 11 hours. A water-resistance rating is unknown because the specification does not list one. Anything not documented remains unknown. | User: Complete the task described by this hand.
SITUATION CARD
Product Specs — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Source CDD23C: The Lumen Mini supports Wi-Fi 6 and USB-C charging. Its rated battery life... | [
"scenario:cdd23cb5e00cea645fb5a8ea"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["direct_answer", "evidence", "unknown"], "deck_topology": {"answer": [{"deck": "grounded_qa-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "grounded-answer", "link_counts":... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:000aa50d2471b5b79581 | reasoning_verification | instruct | easy | complexity-original-post-training-v1 | probability_puzzle | en | train | [
{
"role": "user",
"content": "Apply the rule and goal to the data below.\n\nSITUATION CARD\nSimple Probability — calculate and verify\nThe supplied values define a complete calculation with an independently checkable result.\n\nDATA CARD\nCalculation card 50D036: a bag has 6 blue and 6 amber tokens; one tok... | Apply the rule and goal to the data below.
SITUATION CARD
Simple Probability — calculate and verify
The supplied values define a complete calculation with an independently checkable result.
DATA CARD
Calculation card 50D036: a bag has 6 blue and 6 amber tokens; one token is drawn uniformly.
RULE CARD
Use only the va... | Hand 50D036 — Equation: using the supplied values, 6 / (6 + 6) = 6/12. Total: this gives 6/12 probability of blue. Check: independently, the favorable and total counts are 6 and 12. | User: Apply the rule and goal to the data below.
SITUATION CARD
Simple Probability — calculate and verify
The supplied values define a complete calculation with an independently checkable result.
DATA CARD
Calculation card 50D036: a bag has 6 blue and 6 amber tokens; one token is drawn uniformly.
RULE CARD
Use only ... | [
"scenario:50d036a4af157d60d7063963"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["equation", "result", "check"], "deck_topology": {"answer": [{"deck": "reasoning_verification-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "reasoning-answer", "link_count... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:000ab0ec594aed46040a | summarization_synthesis | chat | hard | complexity-original-post-training-v1 | design_review | en | train | [
{
"role": "user",
"content": "Let's work from these situation and data cards.\n\nSITUATION CARD\nDesign review — summarize the essentials: mixed confidence / priority → audience fit\nOne verified fact shapes the choice for a product design review: Facts, interpretations, and open questions are mixed togethe... | Let's work from these situation and data cards.
SITUATION CARD
Design review — summarize the essentials: mixed confidence / priority → audience fit
One verified fact shapes the choice for a product design review: Facts, interpretations, and open questions are mixed together.
DATA CARD
Source 25E430: The recorded deci... | Hand 25E430 — Decision: the agreed direction is to approve the interface copy. Action: by day 12, Mina will run two accessibility checks. Open point: no resolution is recorded for release timing. | User: Let's work from these situation and data cards.
SITUATION CARD
Design review — summarize the essentials: mixed confidence / priority → audience fit
One verified fact shapes the choice for a product design review: Facts, interpretations, and open questions are mixed together.
DATA CARD
Source 25E430: The recorde... | [
"scenario:25e430527d145840b59386a3"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["decision", "action", "open_point"], "deck_topology": {"answer": [{"deck": "summarization_synthesis-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "summary-answer", "link_c... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:000ab5b239cd988b0f40 | context_clarification | instruct | easy | complexity-original-post-training-v1 | timeline_ambiguity | en | train | [
{
"role": "user",
"content": "Work through the following card hand.\n\nSITUATION CARD\nUnspecified timeline — define the deadline\nThe next review is a known dependency, but the completion deadline is undefined.\n\nDATA CARD\nUnresolved request C33281 — \"Finish this soon after the next review.\" Supported ... | Work through the following card hand.
SITUATION CARD
Unspecified timeline — define the deadline
The next review is a known dependency, but the completion deadline is undefined.
DATA CARD
Unresolved request C33281 — "Finish this soon after the next review." Supported reading: Completion should follow the next review, ... | Hand C33281 — What is clear: Completion should follow the next review, but no deadline is defined. Before proceeding: What calendar date or time limit should 'soon after' mean? As a reversible default, set no completion deadline. | User: Work through the following card hand.
SITUATION CARD
Unspecified timeline — define the deadline
The next review is a known dependency, but the completion deadline is undefined.
DATA CARD
Unresolved request C33281 — "Finish this soon after the next review." Supported reading: Completion should follow the next re... | [
"scenario:c33281b2d98ec9324453dc96"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["restatement", "one_question", "reversible_default"], "deck_topology": {"answer": [{"deck": "context_clarification-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "clarifica... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:000b483dcb480c9d6644 | extraction_classification | instruct | medium | complexity-original-post-training-v1 | receipt | en | train | [
{
"role": "user",
"content": "Resolve this case from the supplied cards.\n\nSITUATION CARD\nReceipt — extract the requested fields: partially missing / preserve value → normalized records\nThe scenario for a purchase receipt begins with a change: At least one required field is absent.\n\nDATA CARD\nSource f... | Resolve this case from the supplied cards.
SITUATION CARD
Receipt — extract the requested fields: partially missing / preserve value → normalized records
The scenario for a purchase receipt begins with a change: At least one required field is absent.
DATA CARD
Source fields for this receipt record: merchant=North Mar... | {"cashier": null,"date": "2026-08-18","merchant": "North Market","tax": "4.00 USD","total": "24.50 USD"} | User: Resolve this case from the supplied cards.
SITUATION CARD
Receipt — extract the requested fields: partially missing / preserve value → normalized records
The scenario for a purchase receipt begins with a change: At least one required field is absent.
DATA CARD
Source fields for this receipt record: merchant=Nor... | [
"scenario:22c45eebe99c09ea3ea6449e"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["json", "requested_fields", "missing_is_null"], "deck_topology": {"answer": [{"deck": "extraction-json-layout", "link_counts": [], "pool_sizes": [3], "pools": ["json_layout"]}], "data": [{"deck": "extraction-data", "link_counts": [],... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:000bc61d4b89ef0f59e6 | practical_action | chat | easy | complexity-original-post-training-v1 | event_registration | en | train | [
{
"role": "user",
"content": "I have a bounded task to work through.\n\nSITUATION CARD\nEvent registration — arrange the next step: awaiting owner / budget → owned action\nThe scenario for an event registration begins with a change: The next action has no confirmed owner.\n\nDATA CARD\nDecision input — Case... | I have a bounded task to work through.
SITUATION CARD
Event registration — arrange the next step: awaiting owner / budget → owned action
The scenario for an event registration begins with a change: The next action has no confirmed owner.
DATA CARD
Decision input — Case 2B152C concerns an event registration. Reference... | For hand 2B152C: Next step: place references 2B152C-A and 2B152C-B before the event organizer for reconciliation. Owner: the requester contacts the event organizer; the provider owns the corrected record. Timing: resolve the discrepancy no later than day 23. Proceed only after the event day, arrival time, fee, and canc... | User: I have a bounded task to work through.
SITUATION CARD
Event registration — arrange the next step: awaiting owner / budget → owned action
The scenario for an event registration begins with a change: The next action has no confirmed owner.
DATA CARD
Decision input — Case 2B152C concerns an event registration. Ref... | [
"scenario:2b152c1ab6bdf9764edf9c3b"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["next_step", "owner", "timing", "check"], "deck_topology": {"answer": [{"deck": "practical_action-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "practical-answer", "link_c... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:000c856d7e3e5303a2fc | grounded_qa | instruct | medium | complexity-original-post-training-v1 | maintenance_log | en | train | [
{
"role": "user",
"content": "Produce a bounded answer for the following case.\n\nSITUATION CARD\nMaintenance Log — answer from the supplied source\nThe supplied source answers the documented part of the request and leaves one requested field undocumented.\n\nDATA CARD\nSource 16CF53: On August 4, a technic... | Produce a bounded answer for the following case.
SITUATION CARD
Maintenance Log — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Source 16CF53: On August 4, a technician replaced the intake filter after recording re... | Hand 16CF53 - Based on Source 16CF53: The supplied record establishes this: The intake filter was replaced and the follow-up test restored normal airflow. The original cause of the blockage is unknown because the log does not establish it. No unstated detail is inferred. | User: Produce a bounded answer for the following case.
SITUATION CARD
Maintenance Log — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Source 16CF53: On August 4, a technician replaced the intake filter after record... | [
"scenario:16cf53a5d89471b46ca66626"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["direct_answer", "evidence", "unknown"], "deck_topology": {"answer": [{"deck": "grounded_qa-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "grounded-answer", "link_counts":... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:000cb0113fa02ec60816 | critique_revision | chat | hard | complexity-original-post-training-v1 | email_draft | en | train | [
{
"role": "user",
"content": "I want to work through this hand.\n\nSITUATION CARD\nEmail draft — prioritize revisions by impact: unclear / specific → key issue\nA checkpoint for a draft email exposes the condition: The main point is present but difficult to identify.\n\nDATA CARD\nEditing input — Draft D4CA... | I want to work through this hand.
SITUATION CARD
Email draft — prioritize revisions by impact: unclear / specific → key issue
A checkpoint for a draft email exposes the condition: The main point is present but difficult to identify.
DATA CARD
Editing input — Draft D4CA17: Send the files soon because everyone should k... | Hand D4CA17 — Weakness: the request has no recipient, deadline, or named files. Faithful Revision: Please send the files. First confirm the recipient, deadline, and file names. | User: I want to work through this hand.
SITUATION CARD
Email draft — prioritize revisions by impact: unclear / specific → key issue
A checkpoint for a draft email exposes the condition: The main point is present but difficult to identify.
DATA CARD
Editing input — Draft D4CA17: Send the files soon because everyone sh... | [
"scenario:d4ca17bc4e42d3f79f25ffe8"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["weakness", "reason", "revision"], "deck_topology": {"answer": [{"deck": "critique_revision-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "critique-answer", "link_counts":... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:000cdd3488fd7b57619e | reasoning_verification | chat | easy | complexity-original-post-training-v1 | table_comparison | en | train | [
{
"role": "user",
"content": "Let's start with the situation and known facts.\n\nSITUATION CARD\nTable Comparison — calculate and verify\nThe supplied values define a complete calculation with an independently checkable result.\n\nDATA CARD\nProblem 39C823: table A reports 5 × 9; table B reports 5 × 4. Comp... | Let's start with the situation and known facts.
SITUATION CARD
Table Comparison — calculate and verify
The supplied values define a complete calculation with an independently checkable result.
DATA CARD
Problem 39C823: table A reports 5 × 9; table B reports 5 × 4. Compare the totals. | For hand 39C823: Equation: max(5 × 9, 5 × 4) = 45. Total: 45. Check: independently, computing both products independently confirms the larger entry. | User: Let's start with the situation and known facts.
SITUATION CARD
Table Comparison — calculate and verify
The supplied values define a complete calculation with an independently checkable result.
DATA CARD
Problem 39C823: table A reports 5 × 9; table B reports 5 × 4. Compare the totals.
Assistant: I understand. We... | [
"scenario:39c82386a5bef4d7837b600c"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["equation", "result", "check"], "deck_topology": {"answer": [{"deck": "reasoning_verification-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "reasoning-answer", "link_count... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:000d4fb0ca08cc52d1de | troubleshooting | chat | hard | complexity-original-post-training-v1 | browser_session | en | train | [
{
"role": "user",
"content": "I would like to handle this case carefully.\n\nSITUATION CARD\nBrowser session — prevent recurrence: intermittent / limited access → validated fix\nThe scenario for a browser session failure begins with a change: The failure is intermittent rather than constant.\n\nDATA CARD\nD... | I would like to handle this case carefully.
SITUATION CARD
Browser session — prevent recurrence: intermittent / limited access → validated fix
The scenario for a browser session failure begins with a change: The failure is intermittent rather than constant.
DATA CARD
Diagnostic record 63CCF7: Environment: a signed-in... | Hand 63CCF7 — 1. Begin by retaining control log 63CCF7 and repeating the failure one time. 2. In a user-level test profile, perform this check: Open the same page in a user-level test profile with extensions disabled. Compare its network result with control 63CCF7 without clearing the original profile. 3. Run the faili... | User: I would like to handle this case carefully.
SITUATION CARD
Browser session — prevent recurrence: intermittent / limited access → validated fix
The scenario for a browser session failure begins with a change: The failure is intermittent rather than constant.
DATA CARD
Diagnostic record 63CCF7: Environment: a sig... | [
"scenario:63ccf7d731c1544dcdd3f1d9"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["steps", "direct_check", "regression_check"], "deck_topology": {"answer": [{"deck": "troubleshooting-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "troubleshooting-answer"... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:000d51563aa57e8946b9 | grounded_qa | instruct | easy | complexity-original-post-training-v1 | software_release_note | en | train | [
{
"role": "user",
"content": "Apply the rule and goal to the data below.\n\nSITUATION CARD\nSoftware Release Note — answer from the supplied source\nThe supplied source answers the documented part of the request and leaves one requested field undocumented.\n\nDATA CARD\nSource D51A9A: Release 5.5 adds expor... | Apply the rule and goal to the data below.
SITUATION CARD
Software Release Note — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Source D51A9A: Release 5.5 adds export filters and fixes duplicate notifications on Li... | Hand D51A9A — The documented answer is: Release 5.5 adds export filters. The legacy import removal date is unknown because the note gives no date. Anything not documented remains unknown. | User: Apply the rule and goal to the data below.
SITUATION CARD
Software Release Note — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Source D51A9A: Release 5.5 adds export filters and fixes duplicate notifications... | [
"scenario:d51a9ae3c8a4b9a24da6bb8e"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["direct_answer", "evidence", "unknown"], "deck_topology": {"answer": [{"deck": "grounded_qa-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "grounded-answer", "link_counts":... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0010169fa1edafaed58b | extraction_classification | chat | hard | complexity-original-post-training-v1 | event_listing | en | train | [
{
"role": "user",
"content": "Can we resolve this case together?\n\nSITUATION CARD\nEvent listing — identify missing required fields: mixed content / schema fidelity → normalized records\nThe immediate issue for an event listing is specific: Relevant fields are mixed with unrelated prose.\n\nDATA CARD\nUnno... | Can we resolve this case together?
SITUATION CARD
Event listing — identify missing required fields: mixed content / schema fidelity → normalized records
The immediate issue for an event listing is specific: Relevant fields are mixed with unrelated prose.
DATA CARD
Unnormalized event listing record: title=Open Lab; da... | {"title":"Open Lab","date":"2026-08-16","venue":"Room 75","starts":"18:30","eligibility":null} | User: Can we resolve this case together?
SITUATION CARD
Event listing — identify missing required fields: mixed content / schema fidelity → normalized records
The immediate issue for an event listing is specific: Relevant fields are mixed with unrelated prose.
DATA CARD
Unnormalized event listing record: title=Open L... | [
"scenario:c270666fbee1e2d4620f4967"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["json", "requested_fields", "missing_is_null"], "deck_topology": {"answer": [{"deck": "extraction-json-layout", "link_counts": [], "pool_sizes": [3], "pools": ["json_layout"]}], "data": [{"deck": "extraction-data", "link_counts": [],... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:00103a93dfe70bb2b4f5 | summarization_synthesis | chat | hard | complexity-original-post-training-v1 | learning_notes | en | train | [
{
"role": "user",
"content": "Let's start with the situation and known facts.\n\nSITUATION CARD\nLearning notes — trace decisions to evidence: mixed relevance / uncertainty → timeline\nThe immediate issue for a collection of learning notes is specific: The material mixes decisive evidence with secondary det... | Let's start with the situation and known facts.
SITUATION CARD
Learning notes — trace decisions to evidence: mixed relevance / uncertainty → timeline
The immediate issue for a collection of learning notes is specific: The material mixes decisive evidence with secondary detail.
DATA CARD
Source A18CB4: The recorded de... | Hand A18CB4 — Decision: the record is to retain the working definition. Action: by day 13, Mina will test it on two new examples. Open point: no resolution is recorded for where the rule stops applying. | User: Let's start with the situation and known facts.
SITUATION CARD
Learning notes — trace decisions to evidence: mixed relevance / uncertainty → timeline
The immediate issue for a collection of learning notes is specific: The material mixes decisive evidence with secondary detail.
DATA CARD
Source A18CB4: The recor... | [
"scenario:a18cb4b0eeb64133d630f4a4"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["decision", "action", "open_point"], "deck_topology": {"answer": [{"deck": "summarization_synthesis-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "summary-answer", "link_c... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0010526ffa727f49aa45 | practical_action | instruct | medium | complexity-original-post-training-v1 | document_renewal | en | train | [
{
"role": "user",
"content": "Work through the following card hand.\n\nSITUATION CARD\nDocument renewal — confirm requirements and status: failed attempt / ownership → owned action\nThe current state calls for a new approach: One reasonable attempt failed without resolving the task.\n\nDATA CARD\nDecision i... | Work through the following card hand.
SITUATION CARD
Document renewal — confirm requirements and status: failed attempt / ownership → owned action
The current state calls for a new approach: One reasonable attempt failed without resolving the task.
DATA CARD
Decision input — Case 4EA14C concerns an official document ... | Hand 4EA14C - Next step: pause starting account recovery and request one corrected record covering 4EA14C-A and 4EA14C-B. Owner: the requester opens the query and official account support returns the correction. Timing: obtain the corrected record before day 14. Do not continue with starting account recovery until the ... | User: Work through the following card hand.
SITUATION CARD
Document renewal — confirm requirements and status: failed attempt / ownership → owned action
The current state calls for a new approach: One reasonable attempt failed without resolving the task.
DATA CARD
Decision input — Case 4EA14C concerns an official doc... | [
"scenario:4ea14c428d0bde81380c9fa0"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["next_step", "owner", "timing", "check"], "deck_topology": {"answer": [{"deck": "practical_action-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "practical-answer", "link_c... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0010d052472b4c026293 | planning_comparison | instruct | medium | complexity-original-post-training-v1 | learning_plan | en | train | [
{
"role": "user",
"content": "Use these cards to produce the requested result.\n\nSITUATION CARD\nLearning plan — compare against hard criteria: conflicting priorities / budget → decision matrix\nThe scenario for a short learning plan begins with a change: Two priorities currently conflict.\n\nDATA CARD\nDe... | Use these cards to produce the requested result.
SITUATION CARD
Learning plan — compare against hard criteria: conflicting priorities / budget → decision matrix
The scenario for a short learning plan begins with a change: Two priorities currently conflict.
DATA CARD
Decision table E68C00 — Option A: a guided practice... | Hand E68C00 - The hard constraints remove B at $130, above the $105 limit, and C, which is late and misses a non-negotiable requirement. Choose A: a guided practice course. Sequence: confirm availability today, hold it reversibly, then verify the requirement before payment. Fallback trigger: if A cannot be confirmed by... | User: Use these cards to produce the requested result.
SITUATION CARD
Learning plan — compare against hard criteria: conflicting priorities / budget → decision matrix
The scenario for a short learning plan begins with a change: Two priorities currently conflict.
DATA CARD
Decision table E68C00 — Option A: a guided pr... | [
"scenario:e68c005f11ab005bc02fa0bb"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["criteria", "choice", "sequence", "fallback"], "deck_topology": {"answer": [{"deck": "planning_comparison-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "planning-answer", ... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0012b5095a081474a3b7 | summarization_synthesis | instruct | medium | complexity-original-post-training-v1 | design_review | en | train | [
{
"role": "user",
"content": "Work through the following card hand.\n\nSITUATION CARD\nDesign review — trace decisions to evidence: verbose / priority → timeline\nThe scenario for a product design review begins with a change: The source is accurate but substantially too long.\n\nDATA CARD\nSource 52A2C2: Th... | Work through the following card hand.
SITUATION CARD
Design review — trace decisions to evidence: verbose / priority → timeline
The scenario for a product design review begins with a change: The source is accurate but substantially too long.
DATA CARD
Source 52A2C2: The recorded decision is to approve the interface c... | Hand 52A2C2 - Decision: the agreed direction is to approve the interface copy. Action: run two accessibility checks, owned by Sora, is due by day 27. Open point: no resolution is recorded for release timing. | User: Work through the following card hand.
SITUATION CARD
Design review — trace decisions to evidence: verbose / priority → timeline
The scenario for a product design review begins with a change: The source is accurate but substantially too long.
DATA CARD
Source 52A2C2: The recorded decision is to approve the inter... | [
"scenario:52a2c26f33f6db566e13600a"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["decision", "action", "open_point"], "deck_topology": {"answer": [{"deck": "summarization_synthesis-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "summary-answer", "link_c... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0012b8447c08c30adc93 | grounded_qa | instruct | easy | complexity-original-post-training-v1 | energy_bill | en | train | [
{
"role": "user",
"content": "Handle this card hand using only its stated facts.\n\nSITUATION CARD\nEnergy Bill — answer from the supplied source\nThe supplied source answers the documented part of the request and leaves one requested field undocumented.\n\nDATA CARD\nEvidence excerpt 14A418: The statement ... | Handle this card hand using only its stated facts.
SITUATION CARD
Energy Bill — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Evidence excerpt 14A418: The statement covers 30 days and records 189 kWh at 19 cents pe... | Hand 14A418 — The documented answer is: The statement records 189 kWh at 19 cents per kWh before fixed charges. A rebate is unknown because none is documented. Anything not documented remains unknown. | User: Handle this card hand using only its stated facts.
SITUATION CARD
Energy Bill — answer from the supplied source
The supplied source answers the documented part of the request and leaves one requested field undocumented.
DATA CARD
Evidence excerpt 14A418: The statement covers 30 days and records 189 kWh at 19 ce... | [
"scenario:14a418f61c3fa1e31ddfe214"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["direct_answer", "evidence", "unknown"], "deck_topology": {"answer": [{"deck": "grounded_qa-surface", "link_counts": [3], "pool_sizes": [3, 1], "pools": ["hand_reference", "family_answer"]}, {"deck": "grounded-answer", "link_counts":... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
post-training:0014bff944f55e66bf66 | extraction_classification | chat | easy | complexity-original-post-training-v1 | receipt | en | train | [
{
"role": "user",
"content": "Can we resolve this case together?\n\nSITUATION CARD\nReceipt — normalize the recorded values: mixed formats / provenance column → traceable values\nA decision about a purchase receipt changes because equivalent records use inconsistent formats and field names.\n\nDATA CARD\nSo... | Can we resolve this case together?
SITUATION CARD
Receipt — normalize the recorded values: mixed formats / provenance column → traceable values
A decision about a purchase receipt changes because equivalent records use inconsistent formats and field names.
DATA CARD
Source fields for this receipt record: merchant=Nor... | {"merchant": "North Market", "date": "2026-08-15", "total": "28.50 USD", "tax": "4.00 USD", "cashier": null} | User: Can we resolve this case together?
SITUATION CARD
Receipt — normalize the recorded values: mixed formats / provenance column → traceable values
A decision about a purchase receipt changes because equivalent records use inconsistent formats and field names.
DATA CARD
Source fields for this receipt record: mercha... | [
"scenario:a1fc3738dccfed6845bcd7df"
] | [] | {"card_hand": {"cards": ["situation", "data", "rule", "goal"], "completion_contract": ["json", "requested_fields", "missing_is_null"], "deck_topology": {"answer": [{"deck": "extraction-json-layout", "link_counts": [], "pool_sizes": [3], "pools": ["json_layout"]}], "data": [{"deck": "extraction-data", "link_counts": [],... | Complexity original Scenario Forge conversations | [] | CC BY-NC 4.0 | 1.0.0 |
End of preview. Expand in Data Studio
Complexity Atlas Posttrain
An original English post-training corpus built from linked semantic cards and family-specific answer decks. Prompts and responses are composed deterministically from Complexity-authored material; no third-party conversation dataset and no model-generated dialogue is included.
Contents
The conversations configuration contains the complete readable release:
| Split | Rows |
|---|---|
| train | 117,118 |
| validation | 6,145 |
| total | 123,263 |
It spans 14 general-assistant families, including grounded question answering, reasoning and verification, summarization, planning, troubleshooting, writing, extraction, explanation, safety, clarification and empathetic conversation. Every final response is exactly unique, and source scenarios do not cross the train/validation boundary.
The sft configuration is the stricter model-facing projection used by the
training pipeline. It applies exact prompt/response deduplication, normalized
structure controls and the complexity-chat-v1 serialization contract:
| Split | Examples | Purpose |
|---|---|---|
| train | 47,679 | supervised fine-tuning |
| validation | 28 | separately authored gold evaluation |
| diagnostic | 672 | deterministic, source-separated coverage checks |
The train projection contains 8,865,938 serialized tokens, including 2,918,803 supervised assistant tokens. The small gold validation split should not be treated as a statistically comprehensive benchmark. The diagnostic split is not an independently authored evaluation set and must not be used as the sole early-stopping signal.
projected.parquet contains the same three SFT splits in one compatibility
file for existing consumers of earlier releases.
Tokenized SFT shards
tokenized/o200k/ contains the exact training projection:
- little-endian
uint32input IDs; - aligned little-endian
int32labels; -100for system/user/padding positions;- assistant-only causal loss;
- an EOS target at the end of every assistant response;
- per-example offsets in
examples.jsonlandsft.idx.json.
Training and inference must use the bundled chat_template.json
(complexity-chat-v1). Parquet remains the canonical readable form.
Construction and audit
The corpus is generated from 33,320 unique semantic scenarios. Each scenario is a linked hand of situation, data, rule and goal cards backed by family-specific answer decks. The release audit reports:
- 14 task families;
- 33,320 unique source scenarios;
- 123,263 exact-unique final responses;
- zero source-scenario split overlap;
- zero semantic-group split overlap;
- a maximum repeated masked eight-token response coverage below 4%;
- all configured surface-quality gates passing.
conversation_manifest.json, conversation_audit.json and
tokenized/o200k/manifest.json record counts, hashes, split provenance and
tokenization metadata.
Intended use
This is an experimental supervised post-training corpus for small English language models. Evaluate general-language regression, repetition and held-out task behavior before deployment. It is not a complete safety dataset and does not replace domain-specific evaluation.
License
The original cards, schemas, deterministic compositions, curation and derived dataset artifacts are released under CC BY-NC 4.0.
Attribution: Complexity — Complexity Atlas Posttrain
Code used to build the corpus is maintained separately under Apache-2.0 at https://github.com/Complexity-ML/complexity-card-corpus.
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