Prompt Details
Model
Chat - (gpt-5.6)
Token size
5,000
Example input
[CONTRACT_OR_OBLIGATION_SOURCE]: SERVICE AGREEMENT — FACILITIES MAINTENANCE Contracting parties: * Customer: Meridian Business Park * Service Provider: Northstar Facilities Services Relevant obligations: 1. Section 5.2 — Monthly Service Report The Service Provider must submit a monthly service report covering preventive maintenance activities, completed work orders, unresolved issues, and equipment exceptions no later than the fifth business day of the following month. 2. Schedule 2 — Critical Incident Response For incidents classified as Critical, the Service Provider must acknowledge the incident within 15 minutes and have an appropriately qualified technician engaged within 60 minutes after notification. 3. Section 7.1 — Quarterly Performance Review The parties must conduct a quarterly service performance review using the agreed KPI report and incident records.
[PERFORMANCE_COMPLIANCE_EVIDENCE]: 1. Email dated 6 March from Northstar Facilities Services submitting the February service report. 2. February service report containing: * preventive maintenance activities; * 184 completed work orders; * 7 unresolved work orders; * equipment exceptions identified during the month. 3. Incident record: * Incident ID: INC-0247 * Classification: Critical * Customer notification: 14 February, 09:12 * Provider acknowledgement: 14 February, 09:19 * Technician engagement recorded: 14 February, 10:26 4. Draft KPI report covering February performance. 5. Calendar invitation for a quarterly performance review scheduled for 15 April. 6. No completed quarterly review minutes or signed performance review record have been supplied.
Example output
## Review Readiness
**RG-01 — Obligation Source:** Ready. The Service Agreement supplies three specific contractual obligations.
**RG-02 — Evidence Set:** Ready. Performance/compliance evidence has been supplied.
**RG-03 — Material Amendments:** No amendment is supplied. The review can proceed on the stated agreement terms, but any undisclosed amendment that could affect these obligations remains a limitation.
**RG-04 — Review Scope:** Ready. The supplied material is sufficient for an evidence-to-obligation review, subject to the identified uncertainties below.
## Evidence-to-Obligation Review Matrix
| Obligation ID | Contractual Obligation | Contract Source | Trigger / Condition | Evidence ID(s) | Evidence Summary | Evidence Relationship | Evidence Gap | Contradiction | Uncertainty / Limitation | Source Traceability | Human Review Flag |
| ------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------ | -------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------- |
| **1** | Service Provider must submit a monthly service report covering preventive maintenance activities, completed work orders, unresolved issues, and equipment exceptions no later than the fifth business day of the following month. | Service Agreement — **Section 5.2 — Monthly Service Report** | Monthly reporting; submission deadline is no later than the fifth business day of the following month. | **1, 2** | Evidence 1 states that Northstar Facilities Services submitted the February service report by email dated 6 March. Evidence 2 states that the February report contains preventive maintenance activities, 184 completed work orders, 7 unresolved work orders, and equipment exceptions. | **INSUFFICIENT / UNCLEAR** | The supplied material does not establish whether the 6 March submission occurred on or before the applicable fifth business day. | NONE IDENTIFIED | The year of the 6 March submission is not supplied, so the applicable business-day deadline cannot be reliably calculated from the supplied material. The content of the report is evidenced, but timeliness remains unresolved. | Contract: Section 5.2. Evidence 1: email dated 6 March. Evidence 2: February service report. No page/section locations supplied. | **YES — REVIEW REQUIRED** |
| **2** | For Critical incidents, the Service Provider must acknowledge the incident within 15 minutes and have an appropriately qualified technician engaged within 60 minutes after notification. | Service Agreement — **Schedule 2 — Critical Incident Response** | Incident classified as **Critical**; timing measured from customer notification. | **3** | Incident INC-0247 is classified as Critical. Customer notification was recorded at 14 February, 09:12. Provider acknowledgement was recorded at 09:19, 7 minutes after notification. Technician engagement was recorded at 10:26, 74 minutes after notification. | **CONTRADICTORY** | No supplied evidence establishes that the technician engaged was **appropriately qualified**. | Evidence 3 supports the acknowledgement timing but records technician engagement 74 minutes after notification, while the supplied contractual requirement specifies engagement within 60 minutes. | The supplied record establishes engagement timing but does not provide technician qualification information. No supplied material explains or resolves the difference between the recorded engagement time and the contractual 60-minute condition. | Contract: Schedule 2. Evidence 3: Incident ID **INC-0247**; notification 14 February 09:12; acknowledgement 09:19; technician engagement 10:26. | **YES — REVIEW REQUIRED** |
| **3** | The parties must conduct a quarterly service performance review using the agreed KPI report and incident records. | Service Agreement — **Section 7.1 — Quarterly Performance Review** | Quarterly service performance review; use of the agreed KPI report and incident records. | **4, 5** | Evidence 4 is a draft KPI report covering February performance. Evidence 5 is a calendar invitation for a quarterly performance review scheduled for 15 April. The supplied materials expressly state that no completed quarterly review minutes or signed performance review record have been supplied. | **NOT SUPPORTED** | No supplied evidence demonstrates that the quarterly performance review was actually conducted, or that the agreed KPI report and incident records were used during the review. | NONE IDENTIFIED | A scheduled meeting and draft KPI report demonstrate preparation-related activity, but the supplied material does not establish completion of the contractual review. The status is an evidence finding, not a determination of non-performance or breach. | Contract: Section 7.1. Evidence 4: draft February KPI report. Evidence 5: calendar invitation for 15 April. Supplied evidence-set statement that no completed minutes or signed review record has been provided. | **YES — REVIEW REQUIRED** |
### Review-level observations
The supplied evidence supports the existence and content of the February service report, but **timeliness cannot be reliably assessed** from the information provided because the year of the 6 March submission is not stated.
For **INC-0247**, the evidence contains both a supporting element and a material conflict with the contractual timing requirement: the acknowledgement is recorded at 7 minutes, while technician engagement is recorded at 74 minutes against the stated 60-minute requirement. The qualification element is also not evidenced. This is classified **CONTRADICTORY**, without converting that finding into a breach conclusion.
For the quarterly review obligation, the supplied materials show a **draft KPI report and a scheduled review**, but no completed review record. Accordingly, the evidence does not demonstrate that the required review was conducted. This does **not** establish that the contractual obligation was breached.
No supplied amendment was available to test whether any of these obligations were subsequently modified.
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GPT-5.6
An AI prompt for post-signature contract review that maps contractual obligations against provided evidence, identifies evidence gaps and contradictions, maintains source traceability, and flags areas of uncertainty for human review. It generates an Evidence-to-Obligation Review Matrix without making a final determination regarding a legal breach.
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