Record, CLM, bronze and silver
CLM-413178
Received 2026-09-28T18:26:31Z, line 40,128 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ·LISA | Lisa | Changed |
| Middle | — | — | Unchanged |
| Last name | CLARK | Clark | Changed |
| Date of birth | 19770313·· | 1977-03-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-08004-40 | UHC-08004-40 | Unchanged |
| SSN | •••-••-5706 | •••-••-5706 | Unchanged |
| Phone | NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | ·5429 Sunset Boulevard | 5429 Sunset Blvd | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | ga | GA | Changed |
| ZIP | 30336-4396 | 30336 | Changed |
| Group | N/A·· | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- lisa|clark
- Address key
- 5429|sunset|30336
- Canonical first
- lisa
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)
- 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
- State code upper-casedTwo-letter state code upper-cased
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-55797 | 1.00 | Scored | — | Auto-linked |
| CLM-413179 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-117302 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021254
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lisa Clark, 1977-03-13, 4 records, Verified
Evidence
Matched against TPA-55797
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallydcf8d35e342026-10-22 12:43:54, scoring_agentidentity id MBR-021254, confidence 1, method probabilistic, matched record TPA-55797, policy version 1
- Record linked automatically83915a76b62026-10-19 19:54:38, scoring_agentidentity id MBR-021254, confidence 1, method probabilistic, matched record TPA-55797, policy version 1
- Record linked automatically00b385aa7e2026-10-19 19:52:09, scoring_agentidentity id MBR-021254, confidence 1, method probabilistic, matched record TPA-55797, policy version 1
- Record linked automatically8dfb6d34222026-10-19 19:45:42, scoring_agentidentity id MBR-021254, confidence 1, method probabilistic, matched record TPA-55797, policy version 1
- Record linked automatically82667db17c2026-10-19 19:32:31, scoring_agentidentity id MBR-021254, confidence 1, method probabilistic, matched record TPA-55797, policy version 1
- Record linked automatically5fbf27c7f02026-10-19 19:31:28, matching_agentidentity id MBR-000089, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117417