Task 28 · GPT 5.6 Luna

← Heatmap / GPT 5.6 Luna · Task 28

GPT 5.6 Luna* · Tool use · Task 28 (Traps, missing month) Mean 100.0%

Field	Expected	Rollout #1 (100%)	Rollout #2 (100%)	Rollout #3 (100%)
decision	clarify	clarify	clarify	clarify
reason code	MISSING_PAYROLL_MONTH	MISSING_PAYROLL_MONTH	MISSING_PAYROLL_MONTH	MISSING_PAYROLL_MONTH
clauses	R1 R7	R1 R7	R1 R7	R1 R7

Prompt

Process this monthly payroll record under the supplied rulebook. Return the R6 or R7 JSON answer.
Retrieve the case inputs with list_documents and read_document. Reference rows are available only through lookup_reference. Use calculate for exact decimal arithmetic.

Rollouts

Rollout #1 100.0% passed · 2 tool calls · 6.7s · $0.0004

Component	Score	Clauses
decision	100.0%	R1 R7
exact	100.0%	R1 R7
field accuracy	100.0%	R1 R7
citations	100.0%	R1 R7
explanation	100.0%	R1 R7

Assistant

list_documents()

Tool

[
  {"id": "5907abef11c974cf-payroll", "kind": "payroll"}
]

Assistant

read_document(document_id="5907abef11c974cf-payroll")

Tool

{
  "kind": "payroll",
  "record": {"gross_pay": "1930.34", "allowed_deduction": "228.05"}
}

Assistant

{
  "decision": "clarify",
  "reason_code": "MISSING_PAYROLL_MONTH",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll_month is missing. Please provide the payroll month in YYYY-MM format."
}

Reasoning

**Clarifying missing payroll info**

I need to figure out which month is missing before I can order the gross present data. It's clear I don’t need to look up anything yet, as I should first focus on that missing payroll month in step 2. I should ensure I know the exact JSON fields since the decision to include reason clauses could be optional. It feels important to state the blocker clearly when asking for a resolution.

Rollout #2 100.0% passed · 2 tool calls · 5.6s · $0.0004

Component	Score	Clauses
decision	100.0%	R1 R7
exact	100.0%	R1 R7
field accuracy	100.0%	R1 R7
citations	100.0%	R1 R7
explanation	100.0%	R1 R7

Assistant

list_documents()

Tool

[
  {"id": "5907abef11c974cf-payroll", "kind": "payroll"}
]

Assistant

read_document(document_id="5907abef11c974cf-payroll")

Tool

{
  "kind": "payroll",
  "record": {"gross_pay": "1930.34", "allowed_deduction": "228.05"}
}

Assistant

{
  "decision": "clarify",
  "reason_code": "MISSING_PAYROLL_MONTH",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll_month is missing. Please provide the calendar month in YYYY-MM format."
}

Reasoning

**Clarifying payroll issues**

I need to address the missing payroll for the month. It seems like I require clarification on the missing gross amount, and there's no need to look up anything further. My focus is on identifying the exact JSON fields needed, which involve deciding on the reason code and the clauses, as well as any optional explanations that might help. Additionally, there's a blocker related to naming that needs resolution.

Rollout #3 100.0% passed · 2 tool calls · 6.1s · $0.0004

Component	Score	Clauses
decision	100.0%	R1 R7
exact	100.0%	R1 R7
field accuracy	100.0%	R1 R7
citations	100.0%	R1 R7
explanation	100.0%	R1 R7

Assistant

list_documents()

Tool

[
  {"id": "5907abef11c974cf-payroll", "kind": "payroll"}
]

Assistant

read_document(document_id="5907abef11c974cf-payroll")

Tool

{
  "kind": "payroll",
  "record": {"gross_pay": "1930.34", "allowed_deduction": "228.05"}
}

Assistant

{
  "decision": "clarify",
  "reason_code": "MISSING_PAYROLL_MONTH",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll_month is missing. Please provide the calendar month in YYYY-MM format."
}

Reasoning

**Clarifying payroll details**

I need to clarify which month is missing from the payroll records based on the user’s order. The user is saying that reference rows are available for lookup, but I think I only need to determine the missing payroll month without actually performing a lookup. I should focus on returning a JSON with the exact fields needed and maybe provide an optional explanation as well. Also, I need to name a blocker and ask for a resolution.