Record, CLM, bronze and silver
CLM-410597
Received 2026-08-19T08:04:34Z, line 95,617 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 | Marcus | Marcus | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Pierce | Pierce | Unchanged |
| Date of birth | 1944-05-08 | 1944-05-08 | Unchanged |
| Gender | ·Female | F | Parsed |
| Member ID | UHC-37511-88 | UHC-37511-88 | Unchanged |
| SSN | •••-••-7168 | •••-••-7168 | Unchanged |
| Phone | ·473-906-6783 | 4739066783 | Parsed |
| — | — | Unchanged | |
| Address | 7945 PARK PLACE | 7945 Park Pl | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | ca | CA | Changed |
| ZIP | 90096 | 90096 | Unchanged |
| Group | ·null | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.62
- Name key
- marcus|pierce
- Address key
- 7945|park|90096
- Canonical first
- marcus
Quality flags
7 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-410596 | 1.00 | Scored | — | Auto-linked |
| CLM-410598 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54645 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004047
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marcus Pierce, 1944-05-08, 4 records, Verified
Evidence
Matched against CLM-410596
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye667ac1aab2026-10-19 19:54:38, scoring_agentidentity id MBR-004047, confidence 1, method probabilistic, matched record CLM-410596, policy version 1
- Record linked automatically2302bdee972026-10-19 19:52:08, scoring_agentidentity id MBR-004047, confidence 1, method probabilistic, matched record CLM-410596, policy version 1
- Record linked automatically140baea04b2026-10-19 19:45:42, scoring_agentidentity id MBR-004047, confidence 1, method probabilistic, matched record CLM-410596, policy version 1
- Record linked automaticallye9bc95c3452026-10-19 19:32:31, scoring_agentidentity id MBR-004047, confidence 1, method probabilistic, matched record CLM-410596, policy version 1
- Record linked automaticallyb4c0d4227f2026-10-19 19:31:28, matching_agentidentity id MBR-015637, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114021