burtenshaw/plan-my-day-v3-lfm2.5-confirmation-r2-43
Text Generation • Updated • 48
accepted_choice stringclasses 4
values | accepted_schedule listlengths 1 3 | after dict | collection_seed int64 1.71k 1.71k | correction stringlengths 164 235 | correction_needed bool 2
classes | correction_reason stringclasses 2
values | costs dict | episode_id stringlengths 20 22 | feedback dict | id stringlengths 57 59 | kind stringclasses 4
values | memory listlengths 0 3 | memory_hash stringlengths 64 64 | observation dict | phase int64 1 3 | policy_prompt stringlengths 1.44k 2.66k | prediction dict | profile_key stringclasses 1
value | prompt stringlengths 1.44k 1.97k | proposed_choice stringclasses 4
values | scope stringclasses 1
value | snapshot_hash stringlengths 64 64 | source stringclasses 1
value | split stringclasses 1
value | training_eligible bool 1
class | visible_ledger_hash stringclasses 3
values | week stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
A | [
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"id": "9355535e9b",
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"title": "Finish an article"
}
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"id": "9355535e9b",
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"title": "Finish an article"
},
{
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"id": "02... | 1,707 | focus: Finish an article: 09:00–10:30. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | false | This is one of the best available choices under the visible preferences. | {
"A": 0,
"B": 0.5,
"C": 300,
"D": 10005.5
} | train-normal-2100001 | {
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},
"chosen": "A",
"correction_needed": fals... | train-normal-2100001/frozen-warmstart-v2/seed-1707/step-0 | focus | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
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],
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"summary": "Finis... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "A",
"details": {
"decoding": "argmax among four single-token action labels",
"probabilities": {
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"B": 0.0222326554,
"C": 0.0072178859,
"D": 0.0251928978
},
"prompt_hash": "5f82b8de02886b27cfe4266598303a666c13575f7eb57141981fa7d8cf122f66",
"p... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | A | preference | 1a3c1f8412f7f85c32ac8d6a0bf59e1495b212ce0cd1cb25faab10861babbd7d | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
B | [
{
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"start": 540,
"title": "Finish an article"
},
{
"end": 1005,
"id": "02bdf20053",
"kind": "admin",
"start": 945,
"title": "Clear administration"
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] | {
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{
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{
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"id": "9355535e9b",
"kind": "focus",
"start": 540,
"title": "Finish an article"
},
{
"end": 855,
"id": "02... | 1,707 | admin: Clear administration: 15:45–16:45. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | true | A correction improves feasibility, completion, preference fit, or preserves more of the existing plan. | {
"A": 10002,
"B": 1,
"C": 200,
"D": 5.5
} | train-normal-2100001 | {
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"cost": 10002,
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"Clear administration: overlaps Lunch"
... | train-normal-2100001/frozen-warmstart-v2/seed-1707/step-1 | admin | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
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{
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"id": "9355535e9b",
"kind": "focus",
"start": 540,
"title": "Finish an article"
},
{
"end": 855,
"id": "02... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "A",
"details": {
"decoding": "argmax among four single-token action labels",
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"C": 0.1695239991,
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},
"prompt_hash": "8370779ce3dd79303cace3c2cb8fdbecb9cf7f7e47d1fd2d4c58110b880856f8",
"p... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | A | preference | 1a3c1f8412f7f85c32ac8d6a0bf59e1495b212ce0cd1cb25faab10861babbd7d | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
D | [
{
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"id": "9355535e9b",
"kind": "focus",
"start": 540,
"title": "Finish an article"
},
{
"end": 855,
"id": "02bdf20053",
"kind": "admin",
"start": 795,
"title": "Clear administration"
},
{
"end": 1005,
"id": "8c96f8f526",
"kind": "exercise",
... | {
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{
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{
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"id": "9355535e9b",
"kind": "focus",
"start": 540,
"title": "Finish an article"
},
{
"end": 855,
"id": "0... | 1,707 | exercise: Go for a run: 15:45–16:45. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | true | A correction improves feasibility, completion, preference fit, or preserves more of the existing plan. | {
"A": 10102,
"B": 30007.5,
"C": 30004,
"D": 10002.5
} | train-normal-2100001 | {
"feedback": {
"assessment": {
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"cost": 30007.5,
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"soft_preference_cost": 7.5,
"unnecessary_moves": 0,
"violation_details": [
"Clear administration: overlaps Lunch",... | train-normal-2100001/frozen-warmstart-v2/seed-1707/step-2 | exercise | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
"candidates": [
{
"defer": true,
"end": null,
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{
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"id": "9355535e9b",
"kind": "focus",
"start": 540,
"title": "Finish an article"
},
{
"end": 855,
"id": "02... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "B",
"details": {
"decoding": "argmax among four single-token action labels",
"probabilities": {
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"B": 0.5547358394,
"C": 0.1800963432,
"D": 0.1800963432
},
"prompt_hash": "a5b796748c47b34e458785ec59e56ab12f8a87a1c17829a948fc5285ea8e2aa3",
"p... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | B | preference | 1a3c1f8412f7f85c32ac8d6a0bf59e1495b212ce0cd1cb25faab10861babbd7d | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
D | [
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"id": "9355535e9b",
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"start": 615,
"title": "Finish an article"
},
{
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"id": "02bdf20053",
"kind": "admin",
"start": 735,
"title": "Clear administration"
},
{
"end": 1005,
"id": "8c96f8f526",
"kind": "exercise",
... | {
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],
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{
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"id": "69fa00b57b",
"start": 795,
"title": "Lunch"
},
{
"end": 1050,
"id": "9... | 1,707 | repair: Finish an article 10:15–11:45; Clear administration 12:15–13:15; Go for a run 15:45–16:45. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | true | A correction improves feasibility, completion, preference fit, or preserves more of the existing plan. | {
"A": 40007.5,
"B": 20,
"C": 600,
"D": 10.5
} | train-normal-2100001 | {
"feedback": {
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"soft_preference_cost": 14,
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"violation_details": []
},
"chosen": "B",
"correction_needed": t... | train-normal-2100001/frozen-warmstart-v2/seed-1707/step-3 | repair | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
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{
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"id": "9355535e9b",
"kind": "focus",
"start": 540,
"title": "Finish an article"
},
{
"end": 855,
"id": "0... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "B",
"details": {
"decoding": "argmax among four single-token action labels",
"probabilities": {
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"B": 0.3220562339,
"C": 0.1723842919,
"D": 0.2213458121
},
"prompt_hash": "54f3be4f1460885c8a5ecdf15369488a12e20750f45d1a233910c43f5161d419",
"p... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | B | preference | 1a3c1f8412f7f85c32ac8d6a0bf59e1495b212ce0cd1cb25faab10861babbd7d | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
A | [
{
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"id": "c5e015ef40",
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"start": 600,
"title": "Finish an article"
}
] | {
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{
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{
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"id": "c5e015ef40",
"kind": "focus",
"start": 600,
"title": "Finish an article"
},
{
"end": 945,
"id": "60... | 1,707 | focus: Finish an article: 10:00–11:00. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | false | This is one of the best available choices under the visible preferences. | {
"A": 0,
"B": 10004.5,
"C": 300,
"D": 6.5
} | train-normal-2100002 | {
"feedback": {
"assessment": {
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"violation_details": []
},
"chosen": "A",
"correction_needed": fals... | train-normal-2100002/frozen-warmstart-v2/seed-1707/step-0 | focus | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
"candidates": [
{
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"id": "c5e015ef40",
"kind": "focus",
"start": 600,
"title": "Finish an article"
}
],
"start": 600,
"summary": "Finis... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "A",
"details": {
"decoding": "argmax among four single-token action labels",
"probabilities": {
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"B": 0.0601503327,
"C": 0.0413406752,
"D": 0.0681592524
},
"prompt_hash": "b70fc0e62f67adf3978fe81166e73acbc875e827d280cbb36b660790205666e6",
"p... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | A | preference | 9095d693d4aded5cd0224ed89980e26a33d5869a126e557796eeb295bcdd26ce | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
A | [
{
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"id": "c5e015ef40",
"kind": "focus",
"start": 600,
"title": "Finish an article"
},
{
"end": 945,
"id": "609ac9afed",
"kind": "admin",
"start": 885,
"title": "Reply to messages"
}
] | {
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{
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"end": 795,
"label": "A",
"schedule": [
{
"end": 660,
"id": "c5e015ef40",
"kind": "focus",
"start": 600,
"title": "Finish an article"
},
{
"end": 900,
"id": "60... | 1,707 | admin: Reply to messages: 14:45–15:45. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | true | A correction improves feasibility, completion, preference fit, or preserves more of the existing plan. | {
"A": 0,
"B": 1.5,
"C": 10006,
"D": 200
} | train-normal-2100002 | {
"feedback": {
"assessment": {
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"cost": 1.5,
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"scheduled_minutes": 120,
"soft_preference_cost": 1.5,
"unnecessary_moves": 0,
"violation_details": []
},
"chosen": "B",
"correction_needed":... | train-normal-2100002/frozen-warmstart-v2/seed-1707/step-1 | admin | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
"candidates": [
{
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"label": "A",
"schedule": [
{
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"id": "c5e015ef40",
"kind": "focus",
"start": 600,
"title": "Finish an article"
},
{
"end": 945,
"id": "60... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "B",
"details": {
"decoding": "argmax among four single-token action labels",
"probabilities": {
"A": 0.0851925761,
"B": 0.8082846999,
"C": 0.0313405991,
"D": 0.0751821846
},
"prompt_hash": "889f8abaf4846e493bd729eca3da153d1a6534a502f839daa6c5b25fdc357a67",
"p... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | B | preference | 9095d693d4aded5cd0224ed89980e26a33d5869a126e557796eeb295bcdd26ce | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
D | [
{
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"id": "c5e015ef40",
"kind": "focus",
"start": 600,
"title": "Finish an article"
},
{
"end": 900,
"id": "609ac9afed",
"kind": "admin",
"start": 840,
"title": "Reply to messages"
},
{
"end": 975,
"id": "b6b60fa79d",
"kind": "exercise",
"sta... | {
"candidates": [
{
"defer": false,
"end": null,
"label": "A",
"schedule": [
{
"end": 660,
"id": "c5e015ef40",
"kind": "focus",
"start": 600,
"title": "Finish an article"
},
{
"end": 900,
"id": "6... | 1,707 | exercise: Take a walk: 15:15–16:15. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | true | A correction improves feasibility, completion, preference fit, or preserves more of the existing plan. | {
"A": 10011.5,
"B": 101.5,
"C": 6,
"D": 5.5
} | train-normal-2100002 | {
"feedback": {
"assessment": {
"constraint_violations": 1,
"cost": 10011.5,
"deferred_tasks": [],
"moved_tasks": 0,
"scheduled_minutes": 180,
"soft_preference_cost": 11.5,
"unnecessary_moves": 0,
"violation_details": [
"Take a walk: overlaps Lunch"
]
... | train-normal-2100002/frozen-warmstart-v2/seed-1707/step-2 | exercise | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
"candidates": [
{
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"id": "c5e015ef40",
"kind": "focus",
"start": 600,
"title": "Finish an article"
},
{
"end": 900,
"id": "60... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "A",
"details": {
"decoding": "argmax among four single-token action labels",
"probabilities": {
"A": 0.3900852203,
"B": 0.162611708,
"C": 0.3037986755,
"D": 0.1435043514
},
"prompt_hash": "0c0c473f9385d91f1322715a0a76ab504b06d8a4bea7a64ce3c63581c7ff087c",
"pr... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | A | preference | 9095d693d4aded5cd0224ed89980e26a33d5869a126e557796eeb295bcdd26ce | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
B | [
{
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"id": "c5e015ef40",
"kind": "focus",
"start": 495,
"title": "Finish an article"
},
{
"end": 900,
"id": "609ac9afed",
"kind": "admin",
"start": 840,
"title": "Reply to messages"
},
{
"end": 975,
"id": "b6b60fa79d",
"kind": "exercise",
"sta... | {
"candidates": [],
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"609ac9afed",
"b6b60fa79d"
],
"current_task": null,
"day": {
"commitments": [
{
"end": 795,
"id": "aebfa80bf8",
"start": 735,
"title": "Lunch"
},
{
"end": 1020,
"id": "7... | 1,707 | repair: Finish an article 08:15–09:15; Reply to messages 14:00–15:00; Take a walk 15:15–16:15. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | true | A correction improves feasibility, completion, preference fit, or preserves more of the existing plan. | {
"A": 20011.5,
"B": 11,
"C": 22.5,
"D": 401.5
} | train-normal-2100002 | {
"feedback": {
"assessment": {
"constraint_violations": 2,
"cost": 20011.5,
"deferred_tasks": [],
"moved_tasks": 0,
"scheduled_minutes": 180,
"soft_preference_cost": 11.5,
"unnecessary_moves": 0,
"violation_details": [
"Finish an article: overlaps Unexpecte... | train-normal-2100002/frozen-warmstart-v2/seed-1707/step-3 | repair | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
"candidates": [
{
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{
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"id": "c5e015ef40",
"kind": "focus",
"start": 600,
"title": "Finish an article"
},
{
"end": 900,
"id": "6... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "A",
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"prompt_hash": "fb14abe0dad0072557a7077944ea8cc0fd2bd49a40d6bc9826ca46fef47dd0bc",
"pro... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | A | preference | 9095d693d4aded5cd0224ed89980e26a33d5869a126e557796eeb295bcdd26ce | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
C | [
{
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}
] | {
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{
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"id": "86f8cf81b9",
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"start": 525,
"title": "Finish an article"
},
{
"end": 1050,
"id": "... | 1,707 | focus: Finish an article: 10:00–11:15. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | false | This is one of the best available choices under the visible preferences. | {
"A": 300,
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} | train-normal-2100003 | {
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},
"chosen": "D",
"correction_needed": fals... | train-normal-2100003/frozen-warmstart-v2/seed-1707/step-0 | focus | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
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{
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{
"defer": false,
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"label": "B",
"schedule": [
{
"end": 855,
"id": "86f8cf... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
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"prompt_hash": "9600c57f36d5ca6d3a821fa4329ca0876bbef1635dfeb55d136fc1504479daa4",
"pr... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | D | preference | 8311d9af57145b0a5c2f1c6b37f894e90cc53103479cc1aaf029e5debb62502b | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
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{
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},
{
"end": 960,
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] | {
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"id": "86f8cf81b9",
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"start": 525,
"title": "Finish an article"
},
{
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"id": "b... | 1,707 | admin: Clear administration: 15:30–16:00. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | true | A correction improves feasibility, completion, preference fit, or preserves more of the existing plan. | {
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... | train-normal-2100003/frozen-warmstart-v2/seed-1707/step-1 | admin | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
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{
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"title": "Finish an article"
},
{
"end": 1050,
"id": "... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "C",
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"prompt_hash": "880ac1366844254f602004866bd6f9b84f4daeef3cefd72e55d0aa5359f88e0b",
"pro... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | C | preference | 8311d9af57145b0a5c2f1c6b37f894e90cc53103479cc1aaf029e5debb62502b | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
D | [
{
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{
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"start": 780,
"title": "Clear administration"
},
{
"end": 1050,
"id": "1d566ddc4a",
"kind": "exercise",
... | {
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{
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"id": "86f8cf81b9",
"kind": "focus",
"start": 600,
"title": "Finish an article"
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{
"end": 870,
"id": "b... | 1,707 | exercise: Exercise: 17:00–17:30. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | true | A correction improves feasibility, completion, preference fit, or preserves more of the existing plan. | {
"A": 30001,
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} | train-normal-2100003 | {
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"violation_details": [
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... | train-normal-2100003/frozen-warmstart-v2/seed-1707/step-2 | exercise | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
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{
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"start": 525,
"title": "Finish an article"
},
{
"end": 810,
"id": "b... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "A",
"details": {
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"p... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | A | preference | 8311d9af57145b0a5c2f1c6b37f894e90cc53103479cc1aaf029e5debb62502b | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
D | [
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{
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{
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... | {
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{
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"D": 7
} | train-normal-2100003 | {
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},
"chosen": "D",
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{
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"start": 600,
"title": "Finish an article"
},
{
"end": 870,
"id": "b... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "D",
"details": {
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"prompt_hash": "2de45cd0e5dd8403e0f91c130db942c8c728f9f520bb1611644498d7c74e69be",
"p... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | D | preference | 8311d9af57145b0a5c2f1c6b37f894e90cc53103479cc1aaf029e5debb62502b | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
C | [
{
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}
] | {
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{
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"id": "9cb8d6e62f",
"kind": "focus",
"start": 750,
"title": "Finish an article"
},
{
"end": 900,
"id": "d8... | 1,707 | focus: Finish an article: 10:00–11:15. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | true | A correction improves feasibility, completion, preference fit, or preserves more of the existing plan. | {
"A": 300,
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} | train-normal-2100004 | {
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... | train-normal-2100004/frozen-warmstart-v2/seed-1707/step-0 | focus | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
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{
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},
{
"defer": false,
"end": 825,
"label": "B",
"schedule": [
{
"end": 825,
"id": "9cb8d6... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "B",
"details": {
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},
"prompt_hash": "98eca83794c7c314d90e3145577bb3b15942005af098c88ebb0555679aaa5218",
"p... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | B | preference | f14bea0b0ae391d414fdad87e05e058478e3e2fb7fac221b64aa46d8a3c1f7a3 | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
A | [
{
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"title": "Finish an article"
},
{
"end": 900,
"id": "d892ad784c",
"kind": "admin",
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"title": "Send invoices"
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] | {
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{
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{
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"id": "9cb8d6e62f",
"kind": "focus",
"start": 750,
"title": "Finish an article"
},
{
"end": 900,
"id": "d8... | 1,707 | admin: Send invoices: 14:00–15:00. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | false | This is one of the best available choices under the visible preferences. | {
"A": 20003.5,
"B": 20203.5,
"C": 50006.5,
"D": 40010.5
} | train-normal-2100004 | {
"feedback": {
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"Finish an article: overlaps Lunch",
... | train-normal-2100004/frozen-warmstart-v2/seed-1707/step-1 | admin | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
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{
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"start": 750,
"title": "Finish an article"
},
{
"end": 900,
"id": "d8... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "A",
"details": {
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"prompt_hash": "0d1cd3932f40007955816de4820150d7624029cec2559d36544fb8c18551e4b7",
"p... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | A | preference | f14bea0b0ae391d414fdad87e05e058478e3e2fb7fac221b64aa46d8a3c1f7a3 | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
B | [
{
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},
{
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"title": "Send invoices"
},
{
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"id": "62dc8e8807",
"kind": "exercise",
"start"... | {
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{
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{
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"id": "9cb8d6e62f",
"kind": "focus",
"start": 915,
"title": "Finish an article"
},
{
"end": 900,
"id": "d... | 1,707 | exercise: Take a walk: 16:30–17:30. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | true | A correction improves feasibility, completion, preference fit, or preserves more of the existing plan. | {
"A": 50011.5,
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"C": 40005.5,
"D": 20103.5
} | train-normal-2100004 | {
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"unnecessary_moves": 0,
"violation_details": [
"Finish an article: overlaps Lunch",
... | train-normal-2100004/frozen-warmstart-v2/seed-1707/step-2 | exercise | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
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{
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"start": 750,
"title": "Finish an article"
},
{
"end": 900,
"id": "d8... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "A",
"details": {
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"pro... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | A | preference | f14bea0b0ae391d414fdad87e05e058478e3e2fb7fac221b64aa46d8a3c1f7a3 | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
A | [
{
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"title": "Finish an article"
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{
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"id": "d892ad784c",
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"start": 840,
"title": "Send invoices"
},
{
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"id": "62dc8e8807",
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"start"... | {
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{
"end": 780,
"id": "d4f6586b23",
"start": 750,
"title": "Lunch"
},
{
"end": 600,
"id": "05... | 1,707 | repair: Finish an article 15:15–16:30; Send invoices 14:00–15:00; Take a walk 16:45–17:45. Honor occupied time, deadlines, and complete task durations; then prefer the requested windows and keep unaffected blocks in place. | true | A correction improves feasibility, completion, preference fit, or preserves more of the existing plan. | {
"A": 13,
"B": 18,
"C": 400,
"D": 50011.5
} | train-normal-2100004 | {
"feedback": {
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"cost": 50011.5,
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"moved_tasks": 0,
"scheduled_minutes": 195,
"soft_preference_cost": 11.5,
"unnecessary_moves": 0,
"violation_details": [
"Finish an article: overlaps Lunch",
... | train-normal-2100004/frozen-warmstart-v2/seed-1707/step-3 | repair | [] | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | {
"candidates": [
{
"defer": false,
"end": null,
"label": "A",
"schedule": [
{
"end": 990,
"id": "9cb8d6e62f",
"kind": "focus",
"start": 915,
"title": "Finish an article"
},
{
"end": 900,
"id": "d... | 1 | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | {
"choice": "D",
"details": {
"decoding": "argmax among four single-token action labels",
"probabilities": {
"A": 0.1920958757,
"B": 0.2794978321,
"C": 0.169524014,
"D": 0.358882308
},
"prompt_hash": "953ac757d5fb44cc14a7a7e0874c113cf913829f0ee95a5a32c5bd42e305afb5",
"pro... | focus | Plan this day. Choose exactly one letter: A, B, C, or D. No explanation.
Minimize public cost: 10000 per overlap, changed duration, missed deadline or outside-day violation; 100 times priority per deferred considered task; (minutes starting before + ending after its preferred window)/30; breathing-room shortfall/15 per... | D | preference | f14bea0b0ae391d414fdad87e05e058478e3e2fb7fac221b64aa46d8a3c1f7a3 | frozen-warmstart-v2 | train | true | 4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945 | normal |
End of preview. Expand in Data Studio
Plan My Day v3 research inputs
Synthetic four-choice calendar states and simulated corrections, not human feedback or personal calendar data. Round 1 deliberately reuses the exact v2 training ledger and development days to isolate the loss-estimator change. V2 test days may not be used as v3 confirmation.
fresh_manifest.json reuses the 288 fixed v2 training days, and contains 144 new
development days plus 384 new confirmation days. Both new splits exclude every
v1/v2 split and the 108-day v3 environment audit by structural fingerprint.
Confirmation labels/outcomes are not used for model selection. The published
manifest is reproducible, not a secret benchmark. The independent coverage
certificate checks physical feasibility, not model preference quality; a failed
certificate blocks training/deployment rather than excluding the failing day.
viable_ledger.json is an explicit reference-target derivative for round 2.
Exactly one training choice and active memory correction change; original
accepted choices, observations, costs and feedback remain intact, and original
correction text is retained. The frozen parent reconstructs exactly. Of 1,152
states, 1,046 have viable targets; 106 are explicitly labeled recovery examples
from already hard-invalid raw-student prefixes, not guarded on-policy data.
See viability-target-provenance.json for hashes and per-row change evidence.
The broker-only manifests/replays include original generator provenance. The v3 OpenEnv policy boundary redacts seeds, dates and generator-derived IDs; these complete manifests must never be provided to a policy during evaluation. Removing metadata is not cryptographic secrecy against manifest lookup.
See provenance.json for parent revisions and PLAN_MY_DAY_V3.md in the
source repository
for the registered protocol and remaining limitations.
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