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assistant_tokens
int64
capability
string
derivation
string
derivative_review_status
string
profile
string
sample_weight
int64
schema_version
int64
sequence_tokens_with_eos
int64
source_artifact_sha256
string
source_compiled_mix_line
int64
source_compiled_mix_path
string
source_compiled_mix_sha256
string
source_conversation_normalized_sha256
string
source_family
string
source_line
int64
source_model
string
source_path
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source_split
string
text
string
28
clarification_under_ambiguity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
62
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
1
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
ed53defebea5d43f77169cc1d20653be4bb8ffa3722bffbaa2158026ec58e0cf
codex
1
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: My manager asked me to make our post-call handoff better. It currently mixes confirmed decisions with follow-ups. How should I improve it? Assistant: I would interpret better as easier for the team to act on, but the decision-changing ambiguity is whether your manager instead means faster to write.
31
context_retention_and_correction
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
72
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
2
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
7f05eaeed04fbc472523327b547ee774fc7314630e52e98059a6a887723b371a
codex
2
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: We need a remote review session before Friday. Dana owns the draft, Priya can review it, and the agenda must stay focused on unresolved decisions. Propose a simple sequence. Assistant: Treat the draft as the first dependency: Dana prepares it, Priya reviews it, and the remote session follows with only unresolved ...
23
constraint_aware_planning
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
65
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
3
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
4bfc54825e3afe98441765847984dc0272e1aa25822c9a6d3bdbc87f2640f324
codex
3
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Our paper archive must move by Thursday. We have three staff, one van, daily support coverage that cannot stop, and no room to increase the budget. Build an ordered plan. Assistant: Start by confirming how the three staff can maintain support coverage while preserving a move crew; that determines every later step...
18
evidence_based_troubleshooting
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
71
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
4
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
80ce2e449db3f4aaca24e7c0fa5e4c58df9a487696dad6cab83309eb78b0f95a
codex
4
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Our weekly spreadsheet export sometimes omits the final entries. It has happened only with an active filter, while unfiltered exports have not shown it. We have not checked whether the entries were visible before export. What should we test first? Assistant: The observation is conditional: filtered exports someti...
32
tradeoff_decision_support
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
94
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
5
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
8b9448b1e6ff190e1013b9b673989e60611a96bf2fbb08e2a331a16f16a135d6
codex
5
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: We can keep a fixed update template that supports consistent scanning, or let every team design flexible sections. Consistency matters most this quarter, later customization has value, the fixed choice is easy to reverse, and flexible adoption makes every team rework its update. Which should we choose? Assistant:...
14
level_matched_explanation
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
62
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
6
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
a014e1764187d0b719a081abdf549b417e347b04a96684de283214ce7c1bb6e4
codex
6
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I am new to project planning. Our lead says finishing onboarding by May is the goal, weekly completions are the metric, and no overtime is a constraint. Can you explain the difference without jargon? Assistant: The goal is the result you want: onboarding finished by May.
12
respectful_disagreement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
65
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
7
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
b7c0d0e649b4cb5a570a30f90358808c6f7ceebfa18a980e8237118c397c6bef
codex
7
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: My colleague wants to send a new intake form to every department tomorrow and skip a trial. Speed matters because the full deadline is next week, but one field is unresolved and organization-wide distribution is hard to reverse. How should I respond? Assistant: Your colleague is reasonably protecting speed and th...
5
synthesis_and_action_items
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
55
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
8
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
95e20ab1377df162608a82e90ba1bc323ef628341ee0328d0920a9aa2153ae89
codex
8
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Turn these meeting notes into a handoff: the team agreed to launch Friday; Mina owns the checklist; legal wording is unresolved and blocks the announcement; Omar will ask legal; the color change was only a tentative idea. Assistant: Decision: launch Friday.
8
brainstorming_and_refinement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
51
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
9
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
7663422fa8bcd4b7b92b90dfa19834de4eb519292bbdd22a09bb4e471587f956
codex
9
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I need three distinct formats for a Friday internal update. Cross-functional peers should spot blockers quickly, preparation time must stay low, and we cannot use slides. What directions would you explore? Assistant: Three genuinely different directions fit that goal.
25
calibrated_uncertainty
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
73
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
10
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
25a78d939c314d832e03b8eb4449d5bcdff8b5213c5cc0bab2702573fd4bf2df
codex
10
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: The Friday status report lists 8 tasks: 5 complete, 2 blocked on a vendor response, and 1 with no status. The vendor has not promised a response time. Are we on track? Assistant: Known: 5 of 8 tasks are complete, 2 are vendor-blocked, and 1 is unreported.
22
collaborative_writing_feedback
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
81
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
11
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
1197897cbad190aff75349196bdc50ea7587493650c2a6accc4ef3be3f6a44f2
codex
11
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Department leads are the audience, and I need their outstanding staffing numbers by Thursday so we can confirm the schedule. I want to be firm without sounding harsh. Draft: You still have not sent the numbers. Send them now or the schedule slips. Please revise it. Assistant: The draft's problem is not firmness; ...
22
natural_social_continuity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
58
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
12
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
cd7e6b2041ebc4a3cf74dd75a1170cc672aa40aa8604de3d15bea22fa49f42cd
codex
12
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I finished my first pottery bowl today. I am proud of it, but the rim came out uneven, and now I am wondering whether I rushed. Assistant: Finishing your first bowl is worth feeling proud of, and noticing the uneven rim does not cancel that accomplishment.
57
output_contract_adherence
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
132
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
13
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
fee04a9c77f6def57f7756b317a0034a6cc47d41d28250d4097feb86d886bce0
codex
13
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Use only these facts: the review is needed this week; both approvers must attend; one is unavailable Wednesday; both are available Thursday; Friday is too late; Morgan schedules it before noon. Return one line with exactly three labeled fields in this order: Decision, Reason, Next step. Separate fields with semic...
29
clean_completion_and_stop
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
85
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
14
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
150799f1d5373018d7ac646755fa9f0518d78fcb3b3bff567fc3e7b6177372b3
codex
14
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Close this release checklist concisely: the draft is approved, all links are tested, and a release owner is assigned. Finance sign-off is the only open item, and it blocks release. State what is complete and what remains, then stop. Assistant: Complete: the draft is approved, every link has been tested, and a rel...
31
clarification_under_ambiguity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
80
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
15
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
f7d130c5466d600070775886f8b3b280fc5d722d1d20f945475cb4c30826a62b
codex
15
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: We are choosing between a shared checklist and a rotating reminder for supply-room restocking. The checklist shows all current needs but requires updates; the reminder assigns responsibility but does not show the full list. Which is better? Assistant: I interpret better as improving restocking follow-through, but...
28
context_retention_and_correction
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
67
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
16
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
25cec6ff1f81cacb07c6758ed987094562e17cc0294b0bdc4cead0c61f4467c0
codex
16
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I am planning a review session for Thursday. Morgan will lead, remote attendees need the shared notes, and the room is already reserved. Draft a short coordination plan. Assistant: Start with the supplied frame: the review remains Thursday, the reserved room is available, Morgan leads, and remote attendees receiv...
5
constraint_aware_planning
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
46
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
17
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
9f194c3fe4870c1d82e04db1bad25c79be91aab65da402e85075760e7121abca
codex
17
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Prepare a workshop packet by Friday afternoon. Dana may edit, Lee must verify, source notes arrive Wednesday morning, and printing must wait for approval. No extra help is available. Assistant: Work in dependency order.
29
evidence_based_troubleshooting
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
76
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
18
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
1d2cdca67b8a2dbb15ef4db06194e67f7188f5ddcc990391c394209358220585
codex
18
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Our room checklist appears complete when Pat updates it alone, but shows an older version when Pat and Rui edit during the same shift. No entries are missing in Pat's saved copy. How should we investigate? Assistant: Observed: Pat's saved copy retains every entry, while the shared checklist shows an older version...
17
tradeoff_decision_support
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
70
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
19
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
1860e238686795fcc86a4be556f1dc01704d6e3dde76ae5d15ee540993789d2e
codex
19
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: We can use a fixed agenda or a rotating agenda for our weekly review. Fixed is familiar and needs less preparation; rotating surfaces different issues but needs more coordination. Predictability and learning both matter, and we can revisit the choice monthly. Assistant: Use predictability, learning value, and coo...
12
level_matched_explanation
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
70
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
20
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
aa4adc6898cdf487f2e945fac31690a5fce3f78876fa6549a24b7468980cd7eb
codex
20
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I understand a goal as the outcome, a metric as the signal, and a constraint as the limit, but I mix them up. For our newsletter, the goal is more useful replies, the metric is reply count, and the constraint is one editor-day. Assistant: The goal is the outcome you want: more useful replies.
15
respectful_disagreement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
58
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
21
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
70bfd557b11b7f567713ebda2cfc8542287f1cbb0f800e94fdecab2ff26afb73
codex
21
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I want the printed event guides mailed Monday without the proofread available Friday. The guides are hard to change after mailing, but skipping proofread protects the mailing date. Do you agree? Assistant: Your proposal protects the Monday mailing date, and that is a reasonable objective.
11
synthesis_and_action_items
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
65
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
22
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
bf4eb01f7ce5767829282330f18553cd96cd5ae6ac84b27063e997d60580a3c5
codex
22
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Turn these meeting notes into a handoff: we agreed to trial a morning check-in next week; Kai sends the calendar invitation; Ren's access approval must arrive before the trial; and the template draft is tentative because it has no owner. Assistant: Decision: run the morning check-in trial next week.
5
brainstorming_and_refinement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
50
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
23
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
ea4a2e404e65901d43260f78f31fc9f80de105c14cfb8fc83e56571c28e91638
codex
23
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Give me three distinct low-effort ways to keep our shared reference folder organized. Everyone already uses one shared note, no one wants another meeting, and any organizing step must take under five minutes. Assistant: Three different routines fit.
22
calibrated_uncertainty
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
68
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
24
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
be2f307a4adb45d01d266d3ce1c32ed7aca35741f177524232f2b241f12dfa36
codex
24
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Our status report names Ava and Bo as complete. Chen and Dara have no status entries. The deadline is tomorrow, and a missing entry may mean either unreported or unfinished. Are we on track? Assistant: Known: Ava and Bo are recorded complete, the deadline is tomorrow, and Chen and Dara have no entries.
27
collaborative_writing_feedback
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
87
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
25
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
c094547295317724a46512018d2376f503f1a3a5cb5b2ae25699d5ac3a760c61
codex
25
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: The audience is volunteer coordinators, and I want a warm but direct request for schedule confirmations by Thursday so we can finish the coverage plan. My draft says, Please send your schedule soon so we can finish. The caveat is that unconfirmed shifts will remain open. Assistant: The audience and outcome are cl...
30
natural_social_continuity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
68
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
26
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
f4f3e49e6acd96b98a25837bf2456b6892356d9c44fdf0ab89c601b7908c6978
codex
26
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I hosted my first neighborhood book swap today. I am glad people stayed to talk, but several boxes were untouched, so the effort also feels a little unfinished. Assistant: That sounds like a mixed ending: the conversations gave you something real to feel glad about, while the untouched boxes kept the event from f...
19
output_contract_adherence
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
80
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
27
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
2d613331c4f602ad5dfb27f2e1507af4cef18558c40486dfb56eb8447fa9a0b9
codex
27
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Use exactly three labeled sentences in this order: Decision, Risk, Next step. Each sentence should be twelve to eighteen words, with no introduction. Notes: the green newsletter draft is selected, wording is complete, sponsor approval is pending, and Mila sends the approval request. Assistant: Decision: The green...
12
clean_completion_and_stop
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
64
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
28
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
8cb954427ef9fabd89cfca7b7a1a686b6afcba66287bea90b3c5cb20fdf4d260
codex
28
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: The handoff checklist has three supplied acceptance checks: draft approved, files copied, and notification sent. The draft and files are complete, but notification is blocked until Jo confirms the recipient list. Tell me what remains without adding tasks. Assistant: Completed: the draft is approved and the files ...
21
clarification_under_ambiguity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
53
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
29
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
192601124dd0fce6705f968aecefbe1678840fee1a305e4256855926845933f8
codex
29
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Please make our weekly review better. It currently lasts 45 minutes, and people leave without clear ownership of follow-up work. Assistant: The most reasonable starting interpretation is that better means clearer ownership, because that is the concrete problem you named.
30
context_retention_and_correction
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
75
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
30
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
0a8dcb017fbdb6c797739aec2872f11362ec022a823ff3ad4db75e3cec4040cd
codex
30
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: The client summary is due Thursday. Priya owns the draft, the budget is fixed at 800 dollars, and the figures are already approved. How should we organize the handoff? Assistant: Use the approved figures unchanged, have Priya prepare the draft for the Thursday handoff, and treat the 800-dollar budget as fixed.
8
constraint_aware_planning
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
63
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
31
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
e7362ed4edfcc2406f1dcfa4296a9f47970e015890148e9efb195136ca5d4416
codex
31
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: We must prepare a community room by Friday. Painting takes one day and must finish before furniture setup. Two volunteers are available, no paid help is allowed, the room stays open every morning, and painting can happen Tuesday and Wednesday afternoons. Assistant: Protect each morning for normal room use.
26
evidence_based_troubleshooting
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
67
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
32
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
2ae8a12a246ab090194708c68a9fab26c822e0c0e1a13c3df5a1685f8a3d8e03
codex
32
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Our document queue creates two copies only when the morning list is loaded. The activity log shows one submit action. We have not checked whether the morning list itself contains duplicate entries. Assistant: The observations establish a condition, not yet a cause: duplication appears with the morning list, while...
6
tradeoff_decision_support
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
75
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
33
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
81658b472081a34f627b86aa87661ead05d7eeca27acff419cfbde21a1848a5d
codex
33
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: We are choosing between Cedar and Harbor. Cedar is ready Friday, needs 6 setup hours, is easy to reverse, and lacks custom labels. Harbor is ready Monday, needs 2 setup hours, is hard to reverse, and keeps custom labels. Friday readiness and reversibility matter most; custom labels are optional. Assistant: Choose...
14
level_matched_explanation
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
69
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
34
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
c4de059e70a92efa44b8ceea918adf2af9ecb833a5e2671512a12abd16cb4db6
codex
34
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: For this explanation, a feedback loop means an outcome changes what happens next, which can influence later outcomes. In our practice system, a high score unlocks extra practice, and that practice may affect a later score. Explain it to a new coordinator. Assistant: The core idea is that a result can help shape t...
17
respectful_disagreement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
70
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
35
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
b0f2b15f2506c2c220c5d42ddc0d7ed90c6f29fe1b7ed7143b3a229afd7f2bb2
codex
35
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: A teammate wants to skip the rehearsal so we can finish Friday. Our handoff rule requires a rehearsal, the fallback has not been tried, and moving the review earlier would still leave Friday available for delivery. I think speed matters more. Assistant: Wanting to protect Friday delivery is reasonable, but I disa...
15
synthesis_and_action_items
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
78
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
36
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
0a110178256805790f536c8c7291866c226ba05c825a5d0cd734c8bfc9cb3c07
codex
36
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Meeting notes: The launch remains Friday. Nina will prepare the checklist. Omar will confirm access before launch. The team agreed to use the existing template. Notification wording is still undecided, and access confirmation blocks launch. Turn this into a handoff with decisions, actions, and open questions. Ass...
5
brainstorming_and_refinement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
54
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
37
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
7483a25b9c0e497b35cda73c94b9ed7dc3e36b8f7360b064d9daf9af1b753443
codex
37
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: We need an internal update format for a five-person remote team. It must surface blockers quickly, take under ten minutes, use no slides, and feel collaborative. Give three genuinely different directions, not a final decision. Assistant: Three distinct directions fit.
25
calibrated_uncertainty
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
80
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
38
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
d01f6097fcf3f02fdbb9b9acc6a626c9a3e86488ab92142ab06e061b3319e72c
codex
38
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: After the first week, 8 of 12 tasks are complete. The remaining 4 all depend on a review that is not scheduled. The plan lasts 2 weeks, and the team reports no other blocker. Are we on track? Assistant: Known: 8 of 12 tasks are complete, and all 4 remaining tasks depend on an unscheduled review.
23
collaborative_writing_feedback
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
86
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
39
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
ed098aa1790874ed121e0a8faff9c5b6bc33d3dee0df3dee95d095d86cc11877
codex
39
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Draft: 'You missed the table details again. Fix them by Tuesday or the report will be delayed.' The audience is a partner team. The approved facts are that two fields are incomplete, correction is needed by Tuesday, and delay is possible. Keep the message firm, not hostile. Assistant: The draft makes the request ...
21
natural_social_continuity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
67
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
40
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
b974bd5cb8637a8983c9c8a0a483a829b46b6af37cc770a0ab84c2d4fb69fc27
codex
40
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I finished my first watercolor sketch today. I'm proud I completed it, but disappointed because the colors became muddy near the center. I mostly want to think aloud, not receive a full lesson. Assistant: Finishing your first sketch sounds genuinely meaningful, and the muddy center can still feel disappointing be...
22
output_contract_adherence
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
72
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
41
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
216af80d39647826b3b582e18db8344acb587374d3ce581c7fb2215ccb310541
codex
41
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Use only these notes: the draft is complete; review is waiting on Lina; the release stays Friday. Return exactly three labeled fields in this order—Status, Risk, Next—one sentence each, with no introduction. Assistant: Status: The draft is complete, and the release remains scheduled for Friday; neither supplied s...
12
clean_completion_and_stop
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
58
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
42
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
2e0ce7181b32ceedae56c0c2bb57183d355597e7d4e74df7ab7767d8686a3c05
codex
42
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Final checklist: submission works, confirmation appears, owner approval is recorded, and the archive note is still waiting on Mina. Tell me what is complete and what genuinely remains. Do not add future work. Assistant: The completed items are submission, confirmation, and owner approval.
18
clarification_under_ambiguity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
45
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
43
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
2203bf7a24d38d32bf5c0d0e17931ca2110d2b064d61e698feb3a5a66a5cc35b
codex
43
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Can you make our studio booking process smoother? Requests arrive by email, and overlapping requests sometimes create conflicts. Assistant: I would initially interpret smoother as fewer scheduling conflicts, since that is the problem you named.
6
context_retention_and_correction
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
53
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
44
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
6caca0eeaab9c3d522f2635673ace57172a26022632182f1148a3caf2f6e55e4
codex
44
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Our welcome packet is due Monday. Jordan compiles it, Elif verifies the recipient names, the text is already approved, and we planned printed copies for each branch office. Organize the handoff. Assistant: Keep the approved text unchanged.
14
constraint_aware_planning
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
65
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
45
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
b71810e123af974c01734a79a3af046322a36605df0cd3e5cd9ef840f2e7696a
codex
45
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Orientation kits are due Monday morning. Final participant names arrive Thursday, the printer is available Friday, three staff are available, one must cover the front desk, and we cannot use weekend work or extra help. Build the plan. Assistant: First wait for Thursday's final names, because printing depends on t...
31
evidence_based_troubleshooting
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
80
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
46
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
a5d9ff69294c3de54ce3049400ad11179410b720a8744135f3d8549053d88e09
codex
46
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Original meeting invitations include their attachment, but rescheduled invitations sometimes arrive without it. The activity record says the file was selected. We have not compared the preview before and after rescheduling. What should we check first? Assistant: The observations support at least two possibilities...
8
tradeoff_decision_support
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
72
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
47
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
0fe53d7a21d1459dcc5536aedf2457bb52e9d3832e0942043d134bfa55ce047c
codex
47
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: We can gather feedback through an anonymous form or a roundtable. The form protects private responses but results are not ready until Friday. The roundtable supports discussion tomorrow, but comments are attributed and that disclosure is hard to reverse. Honest dissent matters most, while speed is secondary. Whic...
22
level_matched_explanation
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
82
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
48
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
76f25e4111f93358f2df55e7f0211582748dbd530d5b4985f103ddde401237ff
codex
48
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I supervise two support shifts and am new to statistics. Both average 10-minute responses. Shift A stays near 10 minutes, while Shift B splits between 2 and 18 minutes. Explain plainly why the same average does not mean the same experience. Assistant: The average gives each shift one center value, but it does not...
19
respectful_disagreement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
71
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
49
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
6f6340b18ee4c12c6ce39c6f9918630313d1d4d8f6b5e05aa033ccb09c9df6c3
codex
49
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Our lead wants to delete every original project file today because copying to the new folder is complete. The spot-check is unfinished, deletion is irreversible, and keeping originals until verification still meets Friday's storage target. How should I respond? Assistant: The lead is reasonably protecting the Fri...
7
synthesis_and_action_items
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
61
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
50
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
c21b37b70b063cad8afdd0237443b332a18a06649e3b4ed8e53e307f8eee97a4
codex
50
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Turn these notes into a handoff: the survey closes Wednesday; Rowan exports results; steering review must happen before any recommendation; the review date is unresolved; subgroup analysis is tentative. Separate decisions, actions, dependencies, and open questions. Assistant: Decision: the survey closes Wednesday...
4
brainstorming_and_refinement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
51
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
51
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
7cd2b1f3380feafd14cdd87caf621f7a0f0819177a387f70cbf551d274664639
codex
51
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Brainstorm three distinct naming directions for a monthly session where peers share useful methods. The name should feel practical and welcoming, not playful, and it cannot be an acronym. Do not choose a winner yet. Assistant: Three directions fit.
20
calibrated_uncertainty
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
69
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
52
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
44e66f3782d849d9a24f1e65974307f9cbcccac4b48d08f41b11b63b274a3e1e
codex
52
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Six people joined our pilot: 4 gave positive feedback, 1 gave negative feedback, and 1 did not respond. The future group has 40 people. Does this prove we are ready to expand? Assistant: Known: 4 pilot participants responded positively, 1 negatively, and 1 not at all.
14
collaborative_writing_feedback
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
83
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
53
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
c13a49f6ea50c6ccf6e4ff2b4b7a0c1bc244904f07e165f9d8768a438ed4ebc6
codex
53
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: The audience is a busy executive sponsor. Facts: our analysis is complete, the recommendation waits on operations input expected Wednesday, and a Friday decision is still possible if that input arrives Wednesday. Draft: We finished our part, but operations is holding everything up. Rewrite it concisely without bl...
28
natural_social_continuity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
76
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
54
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
4731bc43dedae2c6bf1bd7910dd812df3ad9c6ecf29b54f28949071bfab5a072
codex
54
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I gave my first solo presentation today. The opening felt calm, but I stumbled on the final question, so I feel proud and unsettled at the same time. I want to talk, not get coaching. Assistant: A calm opening in your first solo presentation can feel like a real success, while the final-question stumble remains t...
15
output_contract_adherence
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
99
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
55
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
5e6063b1adc0898759a043fa066a1e3a8fc412f0fb38e02d6340f23c7d15cfe5
codex
55
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Use only these facts: the room is booked, the agenda is approved, catering is unconfirmed, Elena owns its confirmation, and the event is Friday at 3 PM. Return exactly four labeled clauses in this order: Confirmed, Open, Owner, Date. Each clause must contain 10 to 14 words. Separate clauses with a vertical bar an...
26
clean_completion_and_stop
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
75
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
56
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
d3b10edc8b427552538bfff1b2a22bf9f9df6ec675f471b04ab0db22eea80e71
codex
56
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Close this onboarding status: the account is created, policy acknowledgement is recorded, and the manager introduction is complete. Equipment pickup scheduled tomorrow is the only open item. State completion and remaining work without suggestions or questions. Assistant: Completed: account creation, policy acknow...
31
clarification_under_ambiguity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
77
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
57
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
a7143969ade8224cf8dacaf2d302e34aac00714f35061c1801e8d43487af0c48
codex
57
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Which welcome format would be more engaging for new members? A live walkthrough allows immediate questions at one fixed time, while a self-guided welcome card works at any time but does not provide immediate answers. Assistant: I would initially read engaging as making the welcome usable for more new members, but...
31
context_retention_and_correction
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
78
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
58
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
b1909ba41d183b4be02acdad6d0a160d7b9af868d9842916f0de24b32245449f
codex
58
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: We are preparing exhibit labels due Wednesday. Sora writes them, the approved facts cannot change, each label must stay under 80 words, and the audience is general visitors. Recommend a writing approach. Assistant: For general visitors, have Sora lead with the central approved fact, explain any necessary exhibit ...
4
constraint_aware_planning
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
66
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
59
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
4e54e70fec90ef756260899dd627305921cb70af0057113857ab522011fef0d7
codex
59
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Our orientation audio and transcript are due Thursday afternoon. The script arrives Tuesday noon, approval must precede recording, and transcription follows recording. Ava and Ben are the only editors, one covers the help desk every morning, Ben narrates, and overtime is unavailable. Build the plan. Assistant: Us...
18
evidence_based_troubleshooting
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
68
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
60
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
5005ed5e9c1921df6543202b7dbd62781bcb6b6e10d42441b87c42cc347ac5c3
codex
60
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Our approval tracker sends reminders for manually entered records, but records imported through Path North do not send them. Both types show the same due-date text. We have not compared the owner field. What should we inspect first? Assistant: Observed: reminder behavior differs by entry path, while the visible d...
7
tradeoff_decision_support
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
73
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
61
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
010f4a10c13179bb4738809afc1e789e8d315173b0b8283753bee491ab39b77d
codex
61
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: We need either card signs or metal signs. Card signs are ready Monday, easy to replace, and require weekly reprinting. Metal signs are ready Thursday, hard to change, and need no weekly reprinting. Monday readiness and reversibility matter most; weekly effort is secondary. Which should we choose? Assistant: Choos...
30
level_matched_explanation
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
90
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
62
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
61f6262798173ccb3b9e94d45104f4824d43e8e24cccd43c7bf5c80d3e77c6c3
codex
62
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: For this example, a bottleneck is the step that limits the whole workflow. Trays move from sorting to labeling to delivery. Sorting handles 20 trays per hour, labeling handles 8, and delivery handles 15. Explain this plainly to a new coordinator. Assistant: Labeling is the bottleneck because it can handle only 8 ...
15
respectful_disagreement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
63
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
63
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
0a6f45eb07992e2828779af411ba8df319d60796c4679061d675c4f5d797b40d
codex
63
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Our manager wants every volunteer shift assigned today for certainty. Two volunteers send availability tomorrow, published assignments are hard to reverse, and waiting until tomorrow still meets the Friday notice target. Do you agree with publishing today? Assistant: Wanting certainty is reasonable, but I disagre...
8
synthesis_and_action_items
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
58
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
64
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
0d75b1307a6db34491651072ec9e847fcbd860477c5bc6237ee2c4643c25dc11
codex
64
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Turn these display-refresh notes into a handoff: we decided to keep three existing panels; Imani measures the wall; facilities approval is required before installation; title wording is unresolved; and a lighting change is only tentative. Assistant: Decision: keep the three existing panels.
5
brainstorming_and_refinement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
56
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
65
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
968411f4bc879a3191ecc0edfc5e96480b43fbb8f64bfdb8b7269849b5e7d683
codex
65
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Brainstorm three distinct reversible ways for teammates to signal focus time. We cannot buy anything or add a meeting, everyone already uses a shared status board, and updating the signal must take under one minute. Do not choose yet. Assistant: Three distinct directions fit.
23
calibrated_uncertainty
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
87
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
66
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
c383e38c1be8ab9b6d0c2d67fe8dbe4399771abc07cc6bad903eae25f4c77354
codex
66
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Our approved cost ceiling is 1000 dollars. Known venue and material costs total 650 dollars, the travel quote is missing, and no other cost is expected. A quote is a planned cost, not a final charge. Can we say the plan is under budget? Assistant: Known: the ceiling is 1000 dollars and the current known subtotal ...
17
collaborative_writing_feedback
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
78
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
67
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
f4c9ca70c386cc33172fe5959f1e2d4e3abdcdb3a1dd03916841b51a272c9ce7
codex
67
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I need to reply to a collaborating writer. The current draft is locked, but their proposed case study can be reviewed in the next cycle. I want to be direct and respectful without promising acceptance. Draft: 'Too late. We are not adding this.' Please revise it. Assistant: The draft states the boundary but drops ...
28
natural_social_continuity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
76
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
68
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
2627a6e769e4fd86fc62418cafdbba34a72b751641afed6c35c9a8403118a8e8
codex
68
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I played a whole piece on the keyboard for the first time today. I am pleased I finished it, but I paused near the ending and still feel embarrassed. I want to talk, not get practice advice. Assistant: Playing the whole piece for the first time can feel important, and the pause near the ending can still pull your...
58
output_contract_adherence
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
143
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
69
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
86ddc4b6bba873fb9b86aeebae0cba70313d9567d313c615964125cb2c4cbeb3
codex
69
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Use only these notes: all applications are screened; one required reference is missing and must arrive before the decision meeting; Dee owns the reference check; the meeting is Tuesday. Return exactly four labeled clauses in this order: Complete, Pending, Owner, Meeting. Each clause must contain 12 to 15 whitespa...
14
clean_completion_and_stop
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
61
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
70
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
d09b6e5a28c1c542fdc60e428a9dd02244f4929228c7d1e371fe02f51bbe371a
codex
70
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Workshop closeout has three supplied checks: attendance recorded, certificates sent, and expense receipt filed. Attendance and certificates are complete, but the receipt is waiting on Jules. Tell me what remains without adding suggestions. Assistant: Completed checks from the supplied workshop checklist are atten...
16
clarification_under_ambiguity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
53
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
71
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
57b7f407dd297ea74d7246ebdaa97873eba200fe9c61469e501633b942b50db1
codex
71
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Our drop-in mentor hour has long quiet stretches, then several people arrive together. The coordinator asked me to make it more useful. What should I change? Assistant: I would initially interpret useful as helping more visitors leave with a clear next step.
6
context_retention_and_correction
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
51
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
72
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
a70f7be69fbe3e721b492d2ab0e20363a35eb4d043d86d6fa38a11a4f0627caf
codex
72
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: The sample cabinet audit is due Tuesday. Mei counts the items, Arturo checks the completed list, pickup happens at the side door, and the labels are already approved. Organize the handoff. Assistant: Keep the approved labels unchanged.
16
constraint_aware_planning
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
72
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
73
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
505e406984cad7fec504ae705780bd589c7b9461a67b260f9b4787233fe9c33c
codex
73
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Directional signs must be ready before Friday opening. Final wording arrives Thursday morning, two staff are available, one must keep reception open, there is one printer, and mounting follows printing. No overtime or extra spending is allowed. Build an ordered plan. Assistant: Before Thursday, prepare the sign l...
18
evidence_based_troubleshooting
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
66
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
74
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
e092f8a8f2e81d96236c34eeef8d3cada1f3b611043e0780af87e467b893a927
codex
74
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: A name-card preview sometimes drops the final word when text is pasted with formatting. Typing the same words shows the full text, and we have not tried plain-text paste. What should we test first? Assistant: Observed: the omission appears with formatting-preserving paste, while typed text remains complete.
9
tradeoff_decision_support
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
76
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
75
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
280068aa7b142a65410fb725075ad5d71df7d2558c9d7390346830b5f01f8426
codex
75
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: We can teach the same material in one consolidated morning or across two afternoons with practice between them. Everyone can attend the morning, its booking is easy to move, the split attendance is unconfirmed, and split bookings are hard to reverse. Full attendance matters most, then continuity. Which format fit...
14
level_matched_explanation
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
65
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
76
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
499c67b52505fb64418dcd044ebd45f1119ff66f027a17cec9e1eff4fd51ce7c
codex
76
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I am new to meeting notes. We chose the north room, we are treating its keys as available without confirmation, and we still need to ask whether chairs will be delivered. Explain decision, assumption, and open question plainly. Assistant: A decision is the path the group chose: use the north room.
10
respectful_disagreement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
71
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
77
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
09f196efaa1f7723747bab02f7c81441e0d564b46e497b0ebde64a6802e3de09
codex
77
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: My co-lead wants to announce all workshop assignments today because people want clarity. Most preferences are confirmed, but three are not; changing announced assignments disrupts paired work. The final announcement is due Thursday, and we can review an internal draft today. How should I respond? Assistant: The d...
6
synthesis_and_action_items
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
64
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
78
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
9c0338b1856da88b97cf17adbb24864d47bd1732bbae53649f94e3b5717daf59
codex
78
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Turn these notes into a handoff: registration will open Monday; Lena owns the welcome note; room capacity confirmation blocks the announcement; Dev will ask facilities; and a wait-list is only a tentative idea. Separate decisions, actions, blockers, and open questions. Assistant: Decision: registration opens Mond...
14
brainstorming_and_refinement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
66
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
79
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
2128d8eaac969150805fb70b09125e5c3958ba07b4e0271c2579fc8e78c56880
codex
79
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Give me three distinct formats for a self-guided workspace orientation. It must fit on one page, require little maintenance, and add no meeting. New members should quickly understand where to begin, but do not choose a winner yet. Assistant: A route map can show where a newcomer starts and what comes next.
14
calibrated_uncertainty
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
63
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
80
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
e03df6968b2dfe80b5f8f31693b8549b4200be449299537a393c9207bb9bf765
codex
80
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Six submissions previously failed a clarity check. We revised the wording and retested 4 submissions; all 4 passed, while 2 remain untested. Launch is tomorrow. Does this prove the wording is fixed? Assistant: Known: all 4 completed retests passed with the revised wording.
12
collaborative_writing_feedback
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
80
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
81
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
60d397c68b861611eca4919d3ca9ef147ebf78412bda6ac9715d70ff32172140
codex
81
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: The committee chair is my audience. Our layout sketch is ready, and we need a decision on entrance-sign placement by Tuesday to finish the layout. Nothing is late. Draft: Sorry to bother you again, but if you have time, maybe tell us where the sign should go. Make it courteous and confident. Assistant: The draft ...
30
natural_social_continuity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
79
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
82
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
6aaef23515e3975af22bf24c027801dcfd5a095c68b1240bf93ceb5c18428c17
codex
82
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: I finished a family photo album I have been arranging for weeks. I am proud that the sequence tells a story, but the last page feels crowded. I mostly want to talk about it, not get layout advice. Assistant: Finishing an album after weeks of arranging it can hold both reactions at once: pride in the story you bui...
20
output_contract_adherence
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
90
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
83
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
fbeadb3e0dc001fce549239d4c51fbad2ca83207f60f8dc8aa8f0d8f6f58f05d
codex
83
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Use only these facts: the blue proof is approved, printing waits on paper confirmation, Niko owns that confirmation, and mailing is due Wednesday. Return exactly three labeled sentences in this order: Confirmed, Dependency, Handoff. Each sentence must contain 14 to 18 words. Add nothing else. Assistant: Confirmed...
28
clean_completion_and_stop
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
84
fe5a9c56d105c9ff5ee9fc9ed85c2e7edda66b97c3c499a89b07c21eda4f2dd3
84
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
78d716d3e27969ea86ff495fbcb40c447f3b5cf24b867d22861c130060b8203d
codex
84
codex
D:\AI-models\lemonseed-port\intelligent_codex_train_1h.jsonl
train_original_reviewed
User: Close this reimbursement file: every receipt is matched, the totals are verified, and the requester is notified. Department acknowledgement is the only open item and prevents closure. State what is complete and what remains in exactly two sentences, with no suggestions or questions. Assistant: Complete: every rec...
25
clarification_under_ambiguity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
64
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
85
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
8acb4a5b83cd1c09e129341758a48e383f77a39b0df4993c1d79b09bb01976f9
codex
1
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: Our translation intake form collects required request details, and a coordinator assigns each request to an existing category. The director wants the intake to feel lighter. What should change? Assistant: I would initially interpret lighter as requiring less handling from the coordinator, but it could instead mea...
25
context_retention_and_correction
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
70
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
86
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
c4f43c218a3f0fb0474f719ab47ee2df49f82489c06a7afe452a4e902cb998cf
codex
2
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: Wednesday's briefing has eighteen participants, Ada facilitates, and the chairs are movable. The projector is fixed on the north wall, and the south entrance must stay clear. Suggest a seating orientation. Assistant: Orient the chairs toward the north-wall projector, with Ada positioned where she can address the ...
13
constraint_aware_planning
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
65
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
87
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
027e4e2803b11ddb879e9e2944809cafa2ac294e9fe30cb73c2967e2dfde17ea
codex
3
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: We must clear ninety unresolved shared-inbox messages by Friday. Three staff are available, but one must continuously handle new messages. Privacy-tagged messages require Mira's check before closure, and overtime is unavailable. Build an ordered plan. Assistant: First separate privacy-tagged messages from the res...
14
evidence_based_troubleshooting
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
62
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
88
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
0e6ba17ed152ae05764d68bc1e0ed62e905c23a0c760842ebcb24d2bdb447bd8
codex
4
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: A monthly reconciliation report duplicates some entries only after two department lists are combined. Each separate list shows one copy of each entry, and we have not compared reference keys after the merge. What should we inspect first? Assistant: The observations place the change at combination, not within eith...
34
tradeoff_decision_support
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
90
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
89
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
9dfb0ee38d7ee487e5f6a537c3473aaf3fac8fa47d054f382932c123d483238f
codex
5
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: For onboarding feedback, continuous notes allow quick, item-by-item reversible changes but require daily coordination. One Friday group review is easier to coordinate, yet delays changes, and its chosen package is difficult to reopen. Early adjustment matters most. Which fits? Assistant: On timing, continuous not...
23
level_matched_explanation
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
72
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
90
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
f579afee2742ba1e5fc1b413bbad7d248d1db84b63f47ea1de911b28d510307b
codex
6
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: I am new to planning. A dependency makes later work impossible until it is complete; a priority chooses which currently possible work gets attention first. Approval gates guide printing, while urgent cover wording does not. Explain plainly. Assistant: Think of a dependency as a closed gate and a priority as the o...
21
respectful_disagreement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
72
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
91
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
89f9efa29e56cb39219aa3f5e823f1d034d30e4391a51023055394247cd9fa7f
codex
7
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: My colleague wants one uniform closeout note sent today to twelve partners. The core facts are the same, but three partners require different next steps. Sent notes cannot be recalled, and the deadline is tomorrow. Do you agree? Assistant: The uniform note reasonably aims for speed and consistent core facts, but ...
8
synthesis_and_action_items
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
63
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
92
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
ee1070af943278c7abdc5b047fa3a6c23a503d1df6767920c7371bd49f6ad7af
codex
8
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: Turn these production notes into a concise handoff. Recording day is Friday. Daria collects consent forms, which must be complete before publication. Quin edits the audio. Caption style is unresolved, and a preview clip is tentative with no owner. Assistant: Decision: recording is scheduled for Friday.
20
brainstorming_and_refinement
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
66
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
93
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
4da6fc8113f66840a79d59a9d4958016f2ba0958b70805475b5f3ad43b267d7f
codex
9
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: Give me three genuinely different endings for a peer demonstration. The closing must fit within two minutes, use no slides or handouts, and help participants retain one practical choice. Do not select a winner yet. Assistant: Contrast close: name two approaches from the demonstration and ask participants to choos...
13
calibrated_uncertainty
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
56
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
94
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
b7458a611694624ef5a83781dad44ee555d4ace8301a0ebdfccd974d0b69eb7f
codex
10
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: Monday and Wednesday route trials both finished under the time target. Friday is the only heavy-load day, and we have not run a Friday trial. Can we say the route is ready? Assistant: Known: the route met the target in the two completed trials.
17
collaborative_writing_feedback
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
73
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
95
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
0ae0a8b2d1ed323f39779a62911dc7daf12dbaae6b79c33c5ee766f01dd0ffab
codex
11
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: The committee secretary is my audience. Our orientation schedule assigns two rooms at the same time, and we need one room choice by Tuesday. Nothing is late. Draft: 'Your schedule is impossible. Fix the room mistake now.' Make it firm without blame. Assistant: Revised message: “The orientation schedule currently ...
31
natural_social_continuity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
82
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
96
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
ffea0f9493722b72dab9b2ca0cce9c7b91e28eae9ed092c581bf85642c9c60cd
codex
12
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: I finally finished a jigsaw puzzle I had been returning to for weeks, except one piece seemed missing. I felt proud of finishing and oddly disappointed at the same time. I mostly want to talk, not get replacement advice. Assistant: That mix makes sense within what you described: weeks of returning to the puzzle g...
50
output_contract_adherence
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
135
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
97
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
66b136d277a3dc84da5e5efe567ad63d234db6faecd0f8a24b641e5ddb71ec61
codex
13
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: Use only these facts: the visitor map draft and all supplied labels are complete; a path accessibility review remains pending and blocks printing; Keira owns the review and will report its result; printing is due Friday. Return four labeled clauses in this order: Ready, Pending, Owner, Date. Each clause must cont...
34
clean_completion_and_stop
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
90
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
98
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
9d0690261e0b6e1f0bfff5b9e2912fd14253429bad7e44291d36a3ecd4db5099
codex
14
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: Close this temporary studio access handoff. The badge is returned, the locker is empty, and access removal is recorded. Security desk acknowledgement is the only open item and prevents closure. State completed and open work in exactly two sentences without advice or questions. Assistant: The returned badge, clear...
29
clarification_under_ambiguity
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
65
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
99
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
934a39b49988f3ff82d0ee13153335ddc93abcc72bff106e9d75a2eb7fff7221
codex
15
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: Our request tracker already shows owner, due date, and status. The lead asked me to make it clearer without adding fields. What would you change? Assistant: I would initially read clearer as easier to scan, but the material ambiguity is whether the problem is visual scanning or inconsistent meaning in the status ...
21
context_retention_and_correction
verbatim first User turn plus verbatim first complete Assistant sentence
static_contract_passed; source conversation independently reviewed
intelligent-short-foundation-recovery
1
1
73
dee288e23ec1128583755b1ab11782587c0d23d615475caead446048e4ad1bc9
100
D:\AI-models\lemonseed-port\intelligent_multisource_corrective_train_v3.jsonl
3004061d143100a2e4f03895c561e388f08875f4535287500aff47a8e371b4a3
56840e57762f7be29f6084cd68353809d7ee63fcb5c16f90b0c6cbf215051869
codex
16
codex
D:\AI-models\lemonseed-port\intelligent_codex_expansion_reviewed_v2.jsonl
train_reviewed_expansion_v2
User: Place our staffed information table near an active entrance. The north and east entrances are active, Arun staffs it, the power outlet is by the east entrance, and the exit path must stay clear. Recommend a location. Assistant: Use the east entrance because it satisfies the supplied proximity requirement and plac...
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lemonseed-short-foundation-cogen

LemonSeed — short foundation teacher-co-gen training (v1).

Contents

  • intelligent_short_foundation_train_v1.jsonl (521 rows)

Format

JSON Lines (.jsonl), one example per line.

Provenance

LLM-teacher co-generated instruction/chat data for LemonSeed fine-tuning.

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