Record, CLM , bronze and silver
CLM-410568
Received 2026-01-08T15:40:34Z , line 8,449 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | MARILYN | Marilyn | Changed |
| Middle | I | I | Unchanged |
| Last name | PATTERSON | Patterson | Changed |
| Date of birth | 05-01-1997 | 1997-01-05 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC4347166 | UHC-43471-66 | Parsed |
| SSN | null | — | Cleared |
| Phone | 15688744256 | 5688744256 | Parsed |
| N/A | — | Cleared | |
| Address | 9305 Meadow Lane | 9305 Meadow Ln | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32888 | 32888 | Unchanged |
| Group | GRP-5805 | GRP-5805 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.72
- Name key
- marilyn|patterson
- Address key
- 9305|meadow|32888
- Canonical first
- marilyn
Quality flags
8 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-54629 | 1.00 | Scored | — | Auto-linked |
| CLM-410569 | 1.00 | Scored | — | Auto-linked |
| CLM-410570 | 1.00 | Scored | — | Auto-linked |
| TPA-54630 | 1.00 | Scored | — | Auto-linked |
| PRV-23045 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-113867 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002446
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marilyn Patterson, 1997-01-05, 7 records, Verified
Evidence
Matched against TPA-54629
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically8ccd1bb5252026-10-19 19:54:38, scoring_agentidentity id MBR-002446, confidence 1, method probabilistic, matched record TPA-54629, policy version 1
- Record linked automaticallye9dfd1f5db2026-10-19 19:52:08, scoring_agentidentity id MBR-002446, confidence 1, method probabilistic, matched record TPA-54629, policy version 1
- Record linked automaticallyebc93a96452026-10-19 19:45:41, scoring_agentidentity id MBR-002446, confidence 1, method probabilistic, matched record TPA-54629, policy version 1
- Record linked automatically1db2db13fd2026-10-19 19:32:31, scoring_agentidentity id MBR-002446, confidence 1, method probabilistic, matched record TPA-54629, policy version 1
- Record linked automatically353e8b9ec82026-10-19 19:31:28, matching_agentidentity id MBR-031114, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-113972