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MatterGraph
Contradiction detection

Put conflicting sources side by side.

A discrepancy can come from uncertain memory, incomplete context, transcription, or a source error. MatterGraph surfaces the conflict without deciding which source is right.

What the record surfaces

Illustrative

TWO SOURCESTHE RECORDWHAT IT SURFACESText messagesPolice reportCollision on I-10Therapy beginsTiming conflictWage loss unsupportedRequest wage letter
  • Timeline
  • Evidence
  • Conflicts
  • Tasks
What gets flagged

The conflicts worth a second look.

Detection is grounded in the structure of the matter, not in sentiment or tone analysis.

The same event carries two dates

One answer places it in January, another in March. Both are on the record, so the conflict is visible rather than averaged away.

A person was and was not present

One answer says a witness was present, while another explicitly says the person was not there.

An affidavit conflicts with the timeline

A sworn statement describes a sequence the client’s own account does not match.

A document date contradicts the account

The police report is timestamped forty minutes after the client’s stated departure.

The order of events is impossible

One event depends on another that, as dated, had not happened yet.

A location does not reconcile

A residence and employer record point to overlapping dates that need clarification.

Review suggestions, not conclusions

A flag means two parts of the record appear to disagree. It does not establish that the client is wrong or that a document controls. A reviewer compares the sources, records the explanation, and resolves or dismisses the flag.

Flag lifecycle

What happens after something is flagged.

  • suggested

    The system found a conflict and raised it. No judgement has been made.

  • under_review

    Someone at the firm has picked it up and is working it.

  • resolved

    Clarified with the client or the record, with the resolution documented.

  • dismissed

    Judged not to be a real conflict, with the reason retained.

Severity

Not every discrepancy deserves the same alarm.

A client who says “around 5:15” when a report says 5:55 is describing an ordinary gap in recollection. A declared residence that cannot coexist with a documented employer address is a different matter entirely.

The firm sets review priority so a minor time estimate does not look the same as a material conflict between two records.

  • Low: minor imprecision worth noting
  • Medium: meaningful conflict that needs clarification
  • High: material conflict requiring prompt attorney review

Timing inconsistency

Client statement

“It happened right as I left the office, maybe 5:15.”

Document record

Police report timestamps the collision at 5:55 PM.

Suggested action

Compare the route and time estimate with the client.

Test the workflow on a representative matter.

Start with a synthetic or fully redacted matter. An initial evaluation does not require live client data.