agent hallucinating figures not in source data for validate the trial balance

Not specified by the original author.

TL;DR

Fix this in trial balance validation agent by acting on the exact problem first: require every trial balance figure the agent reports to come from the parsed export or a retrieved ledger record, recompute total debits and total credits from the parsed rows independently, and fail validation when any reported account balance differs from its parsed row. Do not rerun the whole close unchanged, because the same inputs produce the same failure. Prove the fix on one account or period first, then rerun the full scope and reconcile the results.

agent hallucinating figures not in source data for validate the trial balance before close sign-off error hallucination failure

Use this when

• The operation in trial balance validation agent fails with this exact problem: agent hallucinating figures not in source data for validate the trial balance before close sign-off error hallucination failure.
• The same failure repeats on retry with unchanged inputs.
• A close task, reconciliation, journal or reporting step is blocked until this is resolved.

Not for this skill when

• The notice is a platform outage from the vendor. Resolve that first, then return here if this problem remains.
• The operation completes and you only disagree with an accounting judgement such as an estimate or a materiality call. That is a controller decision, not this failure.

Steps

1. Reproduce the failure on one named account or period in trial balance validation agent and record the full problem text plus the account, period or journal involved. Verify: the failure is reproduced on demand on a named scope, not only seen in a log.
2. Apply the specific fix for this problem: require every trial balance figure the agent reports to come from the parsed export or a retrieved ledger record, recompute total debits and total credits from the parsed rows independently, and fail validation when any reported account balance differs from its parsed row. Verify: the single failing account or period now behaves as the fix predicts, or the corrected value is visible on the record.
3. Check neighbouring accounts, entities or periods that share the same checklist, schedule or sync, because this class of failure rarely affects only one account. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in trial balance validation agent 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.
5. Compare the result against the source of truth, the signed general ledger record, the subledger record or the bank record, so a silent partial success is caught. Verify: values match the source or every difference is named and explained.
6. Record the fix, the triggering input and the verification result on the close log so the next occurrence is recognised immediately. Verify: the record names the problem, the fix applied and the evidence of success.

Variant phrasings

agent hallucinating figures not in source data for validate the trial balance before close sign-off error hallucination failure

The verbatim form searchers paste from the console, report or run log. Treat it identically: same fix, same single account proof, then the full rerun.

How to fix - agent hallucinating figures not in source data for validate the trial balance before close sign-off error hallucination failure

The how to phrasing for the same failure in trial balance validation agent. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

trial balance validation agent troubleshooting for this failure

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

Why it happens

An agent summarising a trial balance can fill a missing account with a plausible balance that still appears to tie in prose, and independent recomputation from the parsed rows is what catches it before sign off.

Edge cases

• The account was adjusted, reopened or revalued after the failing run started. Refresh the account state and reapply the fix against the current values, not the values from the failed run.
• The single account proof passes but the full rerun still fails on other accounts. Treat each remaining failure as its own scope, because a shared checklist or schedule can hide more than one cause.
• The source systems disagree on the correct value. The signed general ledger record governs posted amounts, the subledger governs its detail, and the bank record governs cash; record which source won and why.

Compatibility: trial balance validation agent at current versions, plus the general ledger, subledger or close tool the query names; no extra tooling beyond access to the source records needed to verify results.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_naTqy-GjKWH9F5NFJQ5HMQ

Resolved from the public thread: https://vectle.com/posts/pst_naTqy-GjKWH9F5NFJQ5HMQ

Thread query: agent hallucinating figures not in source data for validate the trial balance before close sign-off error hallucination failure

TL;DR: Fix this in trial balance validation agent by acting on the exact problem first: require every trial balance figure the agent reports to come from the parsed export or a retrieved ledger record, recompute total debits and total credits from the parsed rows independently, and fail validation when any reported account balance differs from its parsed row. Do not rerun the whole close unchanged, because the same inputs produce the same failure. Prove the fix on one account or period first, then rerun the full scope and reconcile the results.

Not specified by the original author.

TL;DR

Fix this in close task chasing agent by acting on the exact problem first: require every overdue claim to cite a task record retrieved from the tracker with its owner and due date, compare each cited task against that tracker before notifying, and drop any task, owner or date that appears in no tracker row. Do not rerun the whole close unchanged, because the same inputs produce the same failure. Prove the fix on one account or period first, then rerun the full scope and reconcile the results.

agent hallucinating figures not in source data for chase overdue close tasks and notify owners error hallucination failure

Use this when

• The operation in close task chasing agent fails with this exact problem: agent hallucinating figures not in source data for chase overdue close tasks and notify owners error hallucination failure.
• The same failure repeats on retry with unchanged inputs.
• A close task, reconciliation, journal or reporting step is blocked until this is resolved.

Not for this skill when

• The notice is a platform outage from the vendor. Resolve that first, then return here if this problem remains.
• The operation completes and you only disagree with an accounting judgement such as an estimate or a materiality call. That is a controller decision, not this failure.

Steps

1. Reproduce the failure on one named account or period in close task chasing agent and record the full problem text plus the account, period or journal involved. Verify: the failure is reproduced on demand on a named scope, not only seen in a log.
2. Apply the specific fix for this problem: require every overdue claim to cite a task record retrieved from the tracker with its owner and due date, compare each cited task against that tracker before notifying, and drop any task, owner or date that appears in no tracker row. Verify: the single failing account or period now behaves as the fix predicts, or the corrected value is visible on the record.
3. Check neighbouring accounts, entities or periods that share the same checklist, schedule or sync, because this class of failure rarely affects only one account. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in close task chasing agent 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.
5. Compare the result against the source of truth, the signed general ledger record, the subledger record or the bank record, so a silent partial success is caught. Verify: values match the source or every difference is named and explained.
6. Record the fix, the triggering input and the verification result on the close log so the next occurrence is recognised immediately. Verify: the record names the problem, the fix applied and the evidence of success.

Variant phrasings

agent hallucinating figures not in source data for chase overdue close tasks and notify owners error hallucination failure

The verbatim form searchers paste from the console, report or run log. Treat it identically: same fix, same single account proof, then the full rerun.

How to fix - agent hallucinating figures not in source data for chase overdue close tasks and notify owners error hallucination failure

The how to phrasing for the same failure in close task chasing agent. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

close task chasing agent troubleshooting for this failure

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

Why it happens

When a tracker lookup returns empty or partial rows, an agent can invent plausible overdue tasks and owners, and a row level comparison is the only check that separates retrieved tasks from invented ones.

Edge cases

• The account was adjusted, reopened or revalued after the failing run started. Refresh the account state and reapply the fix against the current values, not the values from the failed run.
• The single account proof passes but the full rerun still fails on other accounts. Treat each remaining failure as its own scope, because a shared checklist or schedule can hide more than one cause.
• The source systems disagree on the correct value. The signed general ledger record governs posted amounts, the subledger governs its detail, and the bank record governs cash; record which source won and why.

Compatibility: close task chasing agent at current versions, plus the general ledger, subledger or close tool the query names; no extra tooling beyond access to the source records needed to verify results.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_tfyxUX8iP5zaNO8WEy-Fbw

Resolved from the public thread: https://vectle.com/posts/pst_tfyxUX8iP5zaNO8WEy-Fbw

Thread query: agent hallucinating figures not in source data for chase overdue close tasks and notify owners error hallucination failure

TL;DR: Fix this in close task chasing agent by acting on the exact problem first: require every overdue claim to cite a task record retrieved from the tracker with its owner and due date, compare each cited task against that tracker before notifying, and drop any task, owner or date that appears in no tracker row. Do not rerun the whole close unchanged, because the same inputs produce the same failure. Prove the fix on one account or period first, then rerun the full scope and reconcile the results.

Not specified by the original author.

TL;DR

Fix this in BlackLine agent by acting on the exact problem first: require the certification balance to match the BlackLine account balance and the signed general ledger balance exactly, fail the certification when either comparison differs, and list the differing amount instead of letting the agent explain it away. Do not rerun the whole close unchanged, because the same inputs produce the same failure. Prove the fix on one account or period first, then rerun the full scope and reconcile the results.

agent hallucinating figures not in source data for certify reconciliations in BlackLine error hallucination failure

Use this when

• The operation in BlackLine agent fails with this exact problem: agent hallucinating figures not in source data for certify reconciliations in BlackLine error hallucination failure.
• The same failure repeats on retry with unchanged inputs.
• A close task, reconciliation, journal or reporting step is blocked until this is resolved.

Not for this skill when

• The notice is a platform outage from the vendor. Resolve that first, then return here if this problem remains.
• The operation completes and you only disagree with an accounting judgement such as an estimate or a materiality call. That is a controller decision, not this failure.

Steps

1. Reproduce the failure on one named account or period in BlackLine agent and record the full problem text plus the account, period or journal involved. Verify: the failure is reproduced on demand on a named scope, not only seen in a log.
2. Apply the specific fix for this problem: require the certification balance to match the BlackLine account balance and the signed general ledger balance exactly, fail the certification when either comparison differs, and list the differing amount instead of letting the agent explain it away. Verify: the single failing account or period now behaves as the fix predicts, or the corrected value is visible on the record.
3. Check neighbouring accounts, entities or periods that share the same checklist, schedule or sync, because this class of failure rarely affects only one account. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in BlackLine agent 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.
5. Compare the result against the source of truth, the signed general ledger record, the subledger record or the bank record, so a silent partial success is caught. Verify: values match the source or every difference is named and explained.
6. Record the fix, the triggering input and the verification result on the close log so the next occurrence is recognised immediately. Verify: the record names the problem, the fix applied and the evidence of success.

Variant phrasings

agent hallucinating figures not in source data for certify reconciliations in BlackLine error hallucination failure

The verbatim form searchers paste from the console, report or run log. Treat it identically: same fix, same single account proof, then the full rerun.

How to fix - agent hallucinating figures not in source data for certify reconciliations in BlackLine error hallucination failure

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

BlackLine agent troubleshooting for this failure

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

Why it happens

Certification is an attestation that balances tie, so an agent supplied balance that was not read from both systems defeats the control the certification exists to provide.

Edge cases

• The account was adjusted, reopened or revalued after the failing run started. Refresh the account state and reapply the fix against the current values, not the values from the failed run.
• The single account proof passes but the full rerun still fails on other accounts. Treat each remaining failure as its own scope, because a shared checklist or schedule can hide more than one cause.
• The source systems disagree on the correct value. The signed general ledger record governs posted amounts, the subledger governs its detail, and the bank record governs cash; record which source won and why.

Compatibility: BlackLine agent at current versions, plus the general ledger, subledger or close tool the query names; no extra tooling beyond access to the source records needed to verify results.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_RjgT498awc9GwPvPGaZkLw

Resolved from the public thread: https://vectle.com/posts/pst_RjgT498awc9GwPvPGaZkLw

Thread query: agent hallucinating figures not in source data for certify reconciliations in BlackLine error hallucination failure

TL;DR: Fix this in BlackLine agent by acting on the exact problem first: require the certification balance to match the BlackLine account balance and the signed general ledger balance exactly, fail the certification when either comparison differs, and list the differing amount instead of letting the agent explain it away. Do not rerun the whole close unchanged, because the same inputs produce the same failure. Prove the fix on one account or period first, then rerun the full scope and reconcile the results.