Record, CLM, bronze and silver
CLM-404813
Received 2026-07-11T20:23:48Z, line 15,995 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | DENISE | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | DAVIS | Davis | Changed |
| Date of birth | Aug 20, 1990 | 1990-08-20 | Parsed |
| Gender | null | — | Cleared |
| Member ID | UHC-10523-05 | UHC-10523-05 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 18646063712 | 8646063712 | Parsed |
| N/A | — | Cleared | |
| Address | 5468 Bayshore Dr | 5468 Bayshore Dr | Unchanged |
| City | ATLANTA | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30340-9484 | 30340 | Changed |
| Group | GRP-6994 | GRP-6994 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- denise|davis
- Address key
- 5468|bayshore|30340
- Canonical first
- denise
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-106345 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404812 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-036493
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Denise Davis, 1990-08-20, 3 records, Verified
Evidence
Matched against ENR-106345
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0bd76c70432026-10-22 12:43:55, matching_agentidentity id MBR-036493, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106345
- Record linked automatically1ef281a9572026-10-19 19:54:39, matching_agentidentity id MBR-036493, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106345
- Record linked automatically13bd5361102026-10-19 19:52:09, matching_agentidentity id MBR-036493, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106345
- Record linked automatically5988cf4bbe2026-10-19 19:45:42, matching_agentidentity id MBR-036493, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106345
- Record linked automaticallyc565ca05082026-10-19 19:32:31, matching_agentidentity id MBR-036493, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106345
- Record linked automaticallyeeb82059ed2026-10-19 19:31:28, scoring_agentidentity id MBR-007506, confidence 1, method probabilistic, matched record ENR-106289, policy version 1