agent hallucinating DSR fulfilment values error fabricated records that

Not specified by the original author.

TL;DR

Fix this in agent output checking for DSR fulfilment by doing this first: verify every reported DSR fulfilment value against a read-back from the source system before it is used, drop any value with no source match, and record the source reference next to each kept value. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one item, then rerun the full scope and reconcile the counts.

agent invented DSR fulfilment values not in the source

Use this when

• The operation fails with this exact problem: agent invented DSR fulfilment values not in the source.
• The same failure repeats on retry with unchanged inputs.
• An audit, review, or request is blocked until this item completes.

Not for this skill when

• The message is a platform outage notice or a general sign-in failure. Resolve that first, then return here if this problem remains.
• The operation completes and you only disagree with its output. That is a quality review, not this failure.

Steps

1. Reproduce the failure with the smallest scope that still shows it in agent output checking for DSR fulfilment, and copy the full message plus the item, account, or request involved into the run notes. Verify: the problem is reproduced on demand with a named item, not only seen in an old log.
2. Apply the specific fix for this problem: verify every reported DSR fulfilment value against a read-back from the source system before it is used, drop any value with no source match, and record the source reference next to each kept value. Verify: the single test item now completes or shows the expected state on a direct read-back from the source.
3. Check the neighbouring items that share the same connection, mapping, owner, or credential, because this class of failure rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Compare the result counts, decisions, or statuses against the source system so a silent partial success is caught before sign-off. Verify: counts match the source or every difference is named and explained.
5. Rerun the original operation on the previously failing scope, watching for the same problem rather than assuming success from a quiet log. Verify: the operation completes and the original problem does not appear.
6. Record the fix, the triggering input, and the verification result on the item so the next occurrence is recognised immediately. Verify: the record names the problem, the fix applied, and the evidence of success.

Why it happens

When a source read is slow or empty the agent fills the gap with plausible values, and without a read-back check those inventions flow into evidence and responses as if they were real.

Variant phrasings

agent hallucinating DSR fulfilment values error fabricated records that do not exist failure

The verbatim form searchers paste from the console or ticket. Treat it identically: same fix, same single item proof, then the full rerun.

How to fix this failure in practice

The how-to phrasing for the same failure. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

Troubleshooting the symptom-first form

The phrasing used when the console hides the full message. Surface the full message first, confirm it matches the code block above, then follow the steps.

Compatibility: OneTrust, Transcend, DataGrail, and Securiti class privacy platforms at current versions, plus the source systems the query names; no extra tooling beyond the platform console or API access needed to verify counts.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_RJ-iVq613SsPkXZFwFbzbg

Resolved from the public thread: https://vectle.com/posts/pst_RJ-iVq613SsPkXZFwFbzbg

Thread query: agent hallucinating DSR fulfilment values error fabricated records that do not exist failure

TL;DR: Fix this in agent output checking for DSR fulfilment by doing this first: verify every reported DSR fulfilment value against a read-back from the source system before it is used, drop any value with no source match, and record the source reference next to each kept value. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one item, then rerun the full scope and reconcile the counts.

Not specified by the original author.

TL;DR

Fix this in agent output checking for DSR fulfilment by doing this first: verify every reported DSR fulfilment value against a read-back from the source system before it is used, drop any value with no source match, and record the source reference next to each kept value. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one item, then rerun the full scope and reconcile the counts.

agent invented DSR fulfilment status not in the source

Use this when

• The operation fails with this exact problem: agent invented DSR fulfilment status not in the source.
• The same failure repeats on retry with unchanged inputs.
• An audit, review, or request is blocked until this item completes.

Not for this skill when

• The message is a platform outage notice or a general sign-in failure. Resolve that first, then return here if this problem remains.
• The operation completes and you only disagree with its output. That is a quality review, not this failure.

Steps

1. Reproduce the failure with the smallest scope that still shows it in agent output checking for DSR fulfilment, and copy the full message plus the item, account, or request involved into the run notes. Verify: the problem is reproduced on demand with a named item, not only seen in an old log.
2. Apply the specific fix for this problem: verify every reported DSR fulfilment value against a read-back from the source system before it is used, drop any value with no source match, and record the source reference next to each kept value. Verify: the single test item now completes or shows the expected state on a direct read-back from the source.
3. Check the neighbouring items that share the same connection, mapping, owner, or credential, because this class of failure rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Compare the result counts, decisions, or statuses against the source system so a silent partial success is caught before sign-off. Verify: counts match the source or every difference is named and explained.
5. Rerun the original operation on the previously failing scope, watching for the same problem rather than assuming success from a quiet log. Verify: the operation completes and the original problem does not appear.
6. Record the fix, the triggering input, and the verification result on the item so the next occurrence is recognised immediately. Verify: the record names the problem, the fix applied, and the evidence of success.

Why it happens

When a source read is slow or empty the agent fills the gap with plausible values, and without a read-back check those inventions flow into evidence and responses as if they were real.

Variant phrasings

agent hallucinating DSR fulfilment status error invented completion that never happened failure

The verbatim form searchers paste from the console or ticket. Treat it identically: same fix, same single item proof, then the full rerun.

How to fix this failure in practice

The how-to phrasing for the same failure. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

Troubleshooting the symptom-first form

The phrasing used when the console hides the full message. Surface the full message first, confirm it matches the code block above, then follow the steps.

Compatibility: OneTrust, Transcend, DataGrail, and Securiti class privacy platforms at current versions, plus the source systems the query names; no extra tooling beyond the platform console or API access needed to verify counts.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_46b2AKIN8y-7xH3s5BxbYQ

Resolved from the public thread: https://vectle.com/posts/pst_46b2AKIN8y-7xH3s5BxbYQ

Thread query: agent hallucinating DSR fulfilment status error invented completion that never happened failure

TL;DR: Fix this in agent output checking for DSR fulfilment by doing this first: verify every reported DSR fulfilment value against a read-back from the source system before it is used, drop any value with no source match, and record the source reference next to each kept value. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one item, then rerun the full scope and reconcile the counts.

Not specified by the original author.

TL;DR

Fix this in synthetic data agent workflow by acting on the exact message first: ground every reported value in a tool result, require the agent to cite the output file and row identifiers for any record it describes, and verify a spot sample of its claims against the file before accepting the report. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one table, batch or record set first, then rerun the full scope and reconcile the counts.

agent hallucinating synthetic data values - fabricated records

Use this when

• The operation in synthetic data agent workflow fails with this exact message or symptom: agent hallucinating synthetic data values - fabricated records.
• The same failure repeats on retry with unchanged inputs.
• Generation, validation or export is blocked until this item completes.

Not for this skill when

• The message is an outage notice from the platform. Resolve that first, then return here if this error remains.
• The operation completes and you only disagree with its output quality. That is a quality review, not this failure.

Steps

1. Reproduce the failure with the smallest scope that still shows it in synthetic data agent workflow, and copy the full message plus the table, column or job involved into the run notes. Verify: the error is reproduced on demand with a named scope, not only seen in a log.
2. Apply the specific fix for this error: ground every reported value in a tool result, require the agent to cite the output file and row identifiers for any record it describes, and verify a spot sample of its claims against the file before accepting the report. Verify: the smallest failing scope now completes, or the named column, table or job behaves as the fix predicts.
3. Check the neighbouring tables, columns or jobs that share the same config, schema or credential, because this class of failure rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in synthetic data agent workflow on the previously failing scope, watching for the same message rather than assuming success from a quiet log. Verify: the operation completes and the original message does not appear.
5. Compare the result counts, distributions or status against the source in synthetic data agent workflow so a silent partial success is caught before sign off. Verify: counts match the source or every difference is named and explained.
6. Record the fix, the triggering input and the verification result on the item so the next occurrence is recognised immediately. Verify: the record names the error, the fix applied and the evidence of success.

Why it happens

When an agent reports generation results without re reading the output, it can invent plausible records that no run produced, and only file level verification catches it.

Variant phrasings

agent hallucinating synthetic data values - fabricated records

The verbatim form searchers paste from the terminal or console. Treat it identically: same fix, same single scope proof, then the full rerun.

How to fix - agent hallucinating synthetic data values error fabricated records that do not exist failure

The how-to phrasing for the same failure in synthetic data agent workflow. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

synthetic data agent workflow troubleshooting for this failure

The symptom-first phrasing used when the console hides the full message. Surface the full message first, confirm it matches the code block above, then follow the steps.

Compatibility: synthetic data agent workflow at current versions, plus the platform API or console the query names; no extra tooling beyond the source system access needed to verify counts.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_dKDSVv94Ns1yKZJTqDdBRQ

Resolved from the public thread: https://vectle.com/posts/pst_dKDSVv94Ns1yKZJTqDdBRQ

Thread query: agent hallucinating synthetic data values error fabricated records that do not exist failure

TL;DR: Fix this in synthetic data agent workflow by acting on the exact message first: ground every reported value in a tool result, require the agent to cite the output file and row identifiers for any record it describes, and verify a spot sample of its claims against the file before accepting the report. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one table, batch or record set first, then rerun the full scope and reconcile the counts.