Prompt Details
Model
Chat - (gpt-5.6)
Token size
2,561
Example input
[DISCIPLINARY CASE MATERIALS]: CASE MATERIALS Employee: Jordan Lee, Customer Support Specialist Allegation: On 14 May 2026, Jordan allegedly altered three customer-support case records after the cases had been reassigned to another team. The draft disciplinary letter states that Jordan intentionally changed case-status timestamps to make the cases appear to have been resolved before the reassignment deadline. Incident / factual record: CRM audit export shows changes to three case records on 14 May 2026 at 17:42, 17:47, and 17:51. The incident summary states that the reassignment deadline was 17:00 on 14 May. A supervisor email dated 15 May states that the deadline was 16:30 because the team had adopted an earlier internal cutoff. The investigation notes refer to the deadline as 17:00. The investigation notes state that Jordan said two of the cases were updated after Jordan received a customer response. The CRM export does not identify why the case-status timestamps changed. Employee record: Jordan has been employed for 2 years. Performance review dated February 2026 describes case documentation as generally accurate. A coaching note dated March 2026 concerns delayed case closure but does not mention altered timestamps. No prior disciplinary warning is included in the supplied record. Applicable policy: Case Management Policy v3.2, effective 1 January 2026. Section 5.4 states that employees must maintain accurate case records and must not knowingly enter false information. The supplied policy does not contain the 16:30 cutoff mentioned in the supervisor email. Witness material: Witness statement from Priya Shah, Team Lead, dated 18 May 2026: Priya states that Jordan told her on 14 May that the cases were "already handled." Priya did not observe Jordan editing the records. Priya recalls the team discussing a 16:30 internal cutoff that afternoon. The statement is signed and dated. Draft disciplinary documentation: The draft letter states: "On 14 May 2026, Jordan knowingly falsified three customer records after the 5:00 PM deadline by changing the timestamps to conceal late work. This conduct violated Section 5.4 of Case Management Policy v3.2." Source references in the draft: Case Management Policy v3.2, Section 5.4. CRM Audit Report, dated 16 May 2026. Interview with Priya Shah, 18 May 2026. No other records are supplied. Use only the supplied case materials as the evidentiary basis for the review. Do not supplement the record with assumed facts, unstated policy requirements, or external factual assertions. OPTIONAL CONTEXT OPTIONAL PRODUCT / SOURCE CONTEXT This is a synthetic demonstration case for a disciplinary documentation QA prompt. The intended review is limited to cross-document consistency, source traceability, unsupported statements, missing references, and documentation gaps. OPTIONAL ADDITIONAL CONTEXT None.
Example output
# DISCIPLINARY DOCUMENTATION QA REPORT
## 1. REVIEW SCOPE
### Materials reviewed
The supplied material set was reviewed for documentation quality, cross-document consistency, source traceability, unsupported assertions, and unresolved information:
* Allegation concerning three customer-support case records on 14 May 2026.
* Incident / factual record, including the CRM audit export, incident summary, supervisor email, and investigation notes.
* Employee record, including February 2026 performance review, March 2026 coaching note, and the statement that no prior disciplinary warning is included in the supplied record.
* Case Management Policy v3.2, effective 1 January 2026, Section 5.4.
* Signed witness statement from Priya Shah dated 18 May 2026.
* Draft disciplinary letter.
* Source references identified in the draft disciplinary letter.
### Material source limitations
The review is limited to the descriptions and statements supplied in the case materials. The underlying CRM export, incident summary, investigation notes, supervisor email, employee-record documents, and policy text were not supplied as separately inspectable source documents beyond the descriptions provided.
The supplied materials therefore permit a meaningful documentation QA review, but some source-level details cannot be independently verified from the record provided.
### Review limitations caused by missing or unclear material
Several material matters cannot be resolved from the supplied record, including:
* which stated deadline governed the event;
* whether the CRM audit export identifies Jordan as the actor who made the changes;
* what specific case fields were changed and what the original and resulting values were;
* why the timestamp or status changes occurred;
* whether the cases had in fact been reassigned before the recorded changes;
* whether the source described as the “CRM Audit Report” is the same document as the “CRM audit export”;
* whether the referenced “Interview with Priya Shah” exists separately from the supplied signed witness statement.
---
## 2. FACTUAL INCONSISTENCIES
### Finding 2.1 — Conflicting deadline: 17:00 versus 16:30
**Issue**
The materials contain materially different descriptions of the applicable deadline.
**Affected statement(s)**
* Incident summary: reassignment deadline was **17:00 on 14 May 2026**.
* Investigation notes: deadline referred to as **17:00**.
* Supervisor email dated 15 May: deadline was **16:30** because the team had adopted an earlier internal cutoff.
* Priya Shah witness statement: Priya recalls the team discussing a **16:30 internal cutoff** that afternoon.
* Draft disciplinary letter: Jordan changed records “after the **5:00 PM deadline**.”
**Source(s)**
* Incident summary.
* Investigation notes.
* Supervisor email dated 15 May 2026.
* Priya Shah statement dated 18 May 2026.
* Draft disciplinary letter.
**Nature of inconsistency**
The record does not establish whether 17:00 was the operative deadline, whether 16:30 was an applicable internal cutoff in addition to or instead of 17:00, or how the two times relate. The supplied policy does not contain the 16:30 cutoff.
**Status**
**CONFLICTING / UNRESOLVED**
**Human review relevance**
Material. The selected deadline affects the factual characterization of the recorded changes as occurring after the applicable deadline. The record does not permit the discrepancy to be silently resolved.
---
### Finding 2.2 — Whether the cases had been reassigned before the changes is not established
**Issue**
The allegation and draft describe the changes as occurring after the cases had been reassigned to another team, but the supplied factual record does not identify the reassignment event or timing.
**Affected statement(s)**
* Allegation: Jordan allegedly altered the records “after the cases had been reassigned to another team.”
* Draft letter: “On 14 May 2026, Jordan knowingly falsified three customer records after the 5:00 PM deadline…”
**Source(s)**
* Allegation.
* Draft disciplinary letter.
* CRM audit export description.
**Nature of inconsistency / deficiency**
The CRM audit export establishes changes to three records at 17:42, 17:47, and 17:51, but the supplied description does not provide the reassignment times or otherwise establish that reassignment occurred before those changes.
**Status**
**INSUFFICIENT / UNRESOLVED**
**Human review relevance**
Material to the factual chronology described in the allegation.
---
### Finding 2.3 — Source record establishes record changes, but the basis for attributing the changes to Jordan is unclear
**Issue**
The draft attributes the changes to Jordan, while the supplied description of the CRM audit export does not state whether the export identifies Jordan as the person who made the changes.
**Affected statement(s)**
* Draft: “Jordan knowingly falsified three customer records…”
* Allegation: Jordan allegedly altered three records.
* CRM audit export: changes are recorded at 17:42, 17:47, and 17:51.
**Source(s)**
* Allegation.
* Draft disciplinary letter.
* CRM audit export description.
**Nature of inconsistency / deficiency**
The supplied CRM description establishes that changes occurred but does not identify the actor responsible for the changes.
**Status**
**INSUFFICIENT**
**Human review relevance**
Material to source traceability for the attribution of the record changes to Jordan.
---
### Finding 2.4 — Nature and purpose of the timestamp changes are unresolved
**Issue**
The draft characterizes the conduct as changing timestamps to conceal late work, but the CRM export description does not identify why the timestamps changed.
**Affected statement(s)**
* Draft: “by changing the timestamps to conceal late work.”
* Investigation notes: Jordan said two cases were updated after Jordan received a customer response.
* CRM export: identifies changes to three records but does not identify why the case-status timestamps changed.
**Source(s)**
* Draft disciplinary letter.
* Investigation notes.
* CRM audit export.
**Nature of inconsistency / deficiency**
The supplied sources provide different pieces of information but do not establish the purpose of the changes. The employee's stated explanation is not independently adopted as fact, and the CRM record does not establish an alternative purpose.
**Status**
**UNRESOLVED**
**Human review relevance**
Material because the draft attributes a specific purpose to the conduct that is not established by the supplied documentation.
---
## 3. UNSUPPORTED STATEMENTS
### Finding 3.1 — “Jordan knowingly falsified three customer records”
**Statement**
“On 14 May 2026, Jordan knowingly falsified three customer records…”
**Location / document**
Draft disciplinary letter.
**Supporting source identified: Yes / No**
**No**, for the characterization of the conduct as **knowing falsification**.
**Available supporting source(s)**
* CRM audit export: supports that changes occurred to three case records at specified times, based on the supplied description.
* Investigation notes: record Jordan's statement that two cases were updated after a customer response.
* Priya Shah statement: Priya says Jordan told her the cases were “already handled,” but she did not observe Jordan editing the records.
**Status**
**UNSUPPORTED / INSUFFICIENT**
The supplied materials identify record changes but do not identify source support establishing that Jordan knowingly falsified the records. This finding does not state that the draft statement is false.
**Human review relevance**
Material. A qualified human reviewer would need to assess the evidentiary basis for the characterization used in the draft without treating the QA review as a credibility or misconduct determination.
---
### Finding 3.2 — “by changing the timestamps to conceal late work”
**Statement**
“…by changing the timestamps to conceal late work.”
**Location / document**
Draft disciplinary letter.
**Supporting source identified: Yes / No**
**No**, for the asserted purpose of concealing late work.
**Available supporting source(s)**
* CRM audit export: supports that record changes occurred; the supplied description expressly states that it does not identify why the case-status timestamps changed.
* Investigation notes: contain Jordan's explanation that two cases were updated after receiving a customer response.
* Priya statement: does not state that she observed the edits or their purpose.
**Status**
**UNSUPPORTED**
**Human review relevance**
Material because the draft states a specific intent or purpose not identified in the supplied supporting sources.
---
### Finding 3.3 — “after the 5:00 PM deadline”
**Statement**
“after the 5:00 PM deadline”
**Location / document**
Draft disciplinary letter.
**Supporting source identified: Yes / No**
**Yes**, but the support is conflicting.
**Available supporting source(s)**
* Incident summary: 17:00 deadline.
* Investigation notes: 17:00 deadline.
* Supervisor email: 16:30 internal cutoff.
* Priya statement: recalls discussion of 16:30 internal cutoff.
**Status**
**CONFLICTING / UNRESOLVED**
**Human review relevance**
Material because the selected deadline affects the chronology stated in the disciplinary documentation.
---
### Finding 3.4 — “violated Section 5.4”
**Statement**
“This conduct violated Section 5.4 of Case Management Policy v3.2.”
**Location / document**
Draft disciplinary letter.
**Supporting source identified: Yes / No**
**Yes, for the existence and wording of Section 5.4; No, for the factual predicate necessary to support the draft's application of that provision on the supplied record.**
**Available supporting source(s)**
* Case Management Policy v3.2, Section 5.4: employees must maintain accurate case records and must not knowingly enter false information.
* CRM audit export: supports that changes occurred to three records.
* Other supplied materials do not establish the purpose or knowledge associated with those changes.
**Status**
**INSUFFICIENT**
**Human review relevance**
Material. The policy reference itself is traceable, but the supplied documentation does not establish the factual basis for the specific application stated in the draft.
---
## 4. MISSING REFERENCES
### Finding 4.1 — Deadline sources relied upon in the record are not identified in the draft source references
**Referenced item**
17:00 deadline / 5:00 PM deadline.
**Reference status**
**INCOMPLETE**
**Missing or unavailable source**
The draft source list identifies:
* Case Management Policy v3.2, Section 5.4;
* CRM Audit Report, dated 16 May 2026;
* Interview with Priya Shah, 18 May 2026.
It does not identify the incident summary or investigation notes, although both are supplied as sources stating the 17:00 deadline.
**Effect on documentation review**
The evidentiary basis for the draft's 5:00 PM statement is not transparently traceable from the draft's listed sources.
---
### Finding 4.2 — Source identity mismatch concerning Priya Shah material
**Referenced item**
“Interview with Priya Shah, 18 May 2026.”
**Reference status**
**UNCLEAR / INCONSISTENT**
**Missing or unavailable source**
The supplied witness material is identified as a **signed witness statement from Priya Shah dated 18 May 2026**, not as an interview record.
**Effect on documentation review**
It is unclear whether the draft reference is intended to refer to the supplied witness statement or to a separate interview document that has not been supplied.
---
### Finding 4.3 — Source identity mismatch concerning CRM material
**Referenced item**
“CRM Audit Report, dated 16 May 2026.”
**Reference status**
**UNCLEAR**
**Missing or unavailable source**
The supplied factual record refers to a **CRM audit export**. It is not established whether this is the same source as the draft's “CRM Audit Report, dated 16 May 2026.”
**Effect on documentation review**
Traceability is incomplete because the supplied record does not establish the identity relationship between the two descriptions.
---
## 5. DOCUMENTATION GAPS
### Finding 5.1 — Missing documented chronology for reassignment
**Missing information or record**
A source establishing when the three cases were reassigned relative to the recorded changes.
**Affected issue**
Allegation that the changes occurred after reassignment to another team.
**Basis for identifying the gap**
The allegation depends on the sequence of reassignment and record changes, while the supplied CRM description provides only the change times.
**Review impact**
The chronology underlying this part of the allegation cannot be fully traced from the supplied material.
---
### Finding 5.2 — Missing source-level attribution and field-change detail for the CRM activity
**Missing information or record**
The supplied description does not identify whether the CRM audit record specifies:
* the user or actor making each change; or
* the exact field values before and after the changes.
**Affected issue**
Attribution of the three changes to Jordan and characterization of those changes as timestamp alterations.
**Basis for identifying the gap**
The draft attributes the changes to Jordan and describes a specific type and purpose of alteration, while the supplied CRM description does not provide those details.
**Review impact**
The source trail supporting the attribution and exact nature of the changes is incomplete.
---
### Finding 5.3 — Missing documentation resolving the 16:30 / 17:00 relationship
**Missing information or record**
A source or clarification establishing the relationship between the stated 17:00 deadline and the 16:30 internal cutoff.
**Affected issue**
Applicable deadline and chronology.
**Basis for identifying the gap**
The materials contain both times and do not establish whether they represent different deadlines, an earlier internal cutoff, or conflicting descriptions of the same deadline.
**Review impact**
The record cannot establish from the supplied materials which deadline the draft should be using.
---
### Finding 5.4 — Status of the employee-record completeness is unclear
**Missing information or record**
The supplied record does not establish whether the listed employee-record materials constitute the complete disciplinary history or merely the materials included in this review.
**Affected issue**
Employee background documentation, including the statement that no prior disciplinary warning is included.
**Basis for identifying the gap**
The supplied material says no prior disciplinary warning is included, but does not establish that no other disciplinary record exists.
**Review impact**
The absence of an included warning should not be treated as establishing the absence of prior discipline.
---
## 6. SOURCE TRACEABILITY
| Material assertion / finding | Available source relationship | Location / identifiable statement | Traceability status |
| -------------------------------------------------------------- | -------------------------------------------------- | ---------------------------------------------------------------------------- | ------------------------------------------------------ |
| Three case records were changed on 14 May 2026 | CRM audit export | Changes recorded at 17:42, 17:47, 17:51 | **SUPPORTED** |
| Changes occurred at specified times | CRM audit export | 17:42, 17:47, 17:51 | **SUPPORTED** |
| 17:00 deadline | Incident summary; investigation notes | Both refer to 17:00 | **SUPPORTED, but CONFLICTING with 16:30 material** |
| 16:30 internal cutoff | Supervisor email; Priya statement | Supervisor email says earlier internal cutoff; Priya recalls team discussion | **SUPPORTED as source content** |
| 16:30 cutoff is contained in Policy v3.2 | Policy | Section 5.4 | **NOT SUPPORTED; policy supplied does not contain it** |
| Jordan stated two cases were updated after a customer response | Investigation notes | Jordan's stated explanation | **SUPPORTED as reported employee statement** |
| Priya said Jordan stated the cases were “already handled” | Priya statement | 18 May 2026 statement | **SUPPORTED as witness-reported content** |
| Priya observed Jordan editing the records | Priya statement | Priya expressly did not observe the edits | **NOT SUPPORTED** |
| Jordan changed the records | Allegation / draft; CRM change record as described | Draft attributes changes to Jordan | **INSUFFICIENT source-level attribution** |
| Jordan knowingly falsified the records | Draft | “knowingly falsified three customer records” | **UNSUPPORTED / INSUFFICIENT** |
| Jordan changed timestamps to conceal late work | Draft | “changing the timestamps to conceal late work” | **UNSUPPORTED** |
| Conduct violated Section 5.4 | Draft plus policy | Policy Section 5.4; draft application | **INSUFFICIENT factual basis on supplied record** |
| Priya source is an interview | Draft source list | “Interview with Priya Shah, 18 May 2026” | **UNCLEAR; supplied item is a witness statement** |
| CRM source is a “CRM Audit Report” | Draft source list vs supplied factual record | “CRM Audit Report” versus “CRM audit export” | **UNCLEAR** |
---
## 7. CONFLICTING / UNRESOLVED INFORMATION
### Conflicting information
**Deadline**
The 17:00 deadline appears in the incident summary and investigation notes. The supervisor email states a 16:30 internal cutoff, and Priya recalls discussion of that 16:30 cutoff. The supplied policy does not contain the 16:30 cutoff. The relationship between the two times remains unresolved.
### Unclear information
**Identity of the CRM source**
The draft refers to a “CRM Audit Report, dated 16 May 2026,” while the factual record describes a “CRM audit export.” Whether these are the same source is not established.
**Identity of the Priya source**
The draft refers to an interview, while the supplied item is a signed witness statement. Whether another interview record exists is not established.
**Actor recorded in the CRM audit data**
The supplied description does not establish whether the CRM audit material identifies Jordan as the person making the changes.
**Exact nature of the changes**
The record indicates that case-status timestamps changed, but the supplied description does not identify the original and resulting values or the precise field-level changes.
### Insufficient evidence
The supplied record is insufficient to trace:
* that Jordan was the actor responsible for all three changes;
* that the cases had already been reassigned before the changes;
* that the applicable deadline was 17:00 rather than 16:30;
* that the changes were made knowingly;
* that the purpose of the changes was to conceal late work.
### Unresolved issues
The employee's explanation that two cases were updated after a customer response is recorded in the investigation notes, but the supplied record does not contain enough information to compare that explanation against the underlying CRM activity. This is an unresolved evidentiary issue, not a credibility determination.
---
## 8. HUMAN REVIEW ITEMS
1. **Deadline determination and chronology** — A human reviewer needs to resolve or separately document the relationship between the 17:00 deadline and the 16:30 internal cutoff before relying on the draft's “5:00 PM deadline” characterization.
2. **CRM attribution** — A human reviewer needs to establish from the underlying CRM source whether the recorded changes are attributable to Jordan and what exact fields or values were changed.
3. **Reassignment sequence** — A human reviewer needs to establish whether the three cases had been reassigned before the recorded changes.
4. **Purpose and knowledge characterization** — The draft uses “knowingly falsified” and “to conceal late work.” The supplied sources do not identify direct documentary support for those characterizations. Any determination of what those facts mean or whether competing explanations should be accepted is outside this QA review.
5. **Policy application** — Section 5.4 is present and traceable, but the supplied record does not establish the factual basis for the draft's statement that the conduct violated the provision. Human review is required without treating this QA finding as a policy or legal conclusion.
6. **Source-reference accuracy** — The reviewer should reconcile the draft's references to the “CRM Audit Report” and “Interview with Priya Shah” with the supplied “CRM audit export” and signed Priya witness statement, and determine whether separate source documents exist.
7. **Completeness of employee-record documentation** — The supplied record should not be treated as establishing that no prior disciplinary warning exists merely because no warning is included in the supplied materials.
I can also convert this QA review into a reusable evaluation matrix or a stricter checklist version for repeated disciplinary-file reviews.
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GPT-5.6
Review disciplinary case materials for documentation and evidence-quality issues before a human decision. This prompt compares supplied records, flags factual inconsistencies, unsupported statements, missing references, traceability problems, and unresolved items, then organizes findings into an eight-part QA report. It preserves uncertainty and leaves misconduct, credibility, sanctions, and legal judgments to qualified human reviewers.
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Updated 3 weeks ago
