Record, CLM , bronze and silver
CLM-414742
Received 2026-06-26T11:33:46Z, line 54,228 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 | ·Shirley | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | Lopez | Lopez | Unchanged |
| Date of birth | 06/04/1991 | 1991-06-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-44235-49 | UHC-44235-49 | Unchanged |
| SSN | •••-••-4489 | •••-••-4489 | Unchanged |
| Phone | 313-627-2862 | 3136272862 | Parsed |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | - | — | Cleared |
| State | ·· | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | - | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.92
- Name key
- shirley|lopez
- Address key
- —
- Canonical first
- shirley
Quality flags
4 raised during normalisation
- 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
- 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-56499 | 1.00 | Scored | — | Auto-linked |
| CLM-414743 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414741 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016386
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Lopez, 1991-06-04, 4 records, Verified
Evidence
Matched against TPA-56499
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfa474740cd2026-10-22 12:43:54, scoring_agentidentity id MBR-016386, confidence 1, method probabilistic, matched record TPA-56499, policy version 1
- Record linked automatically7cf346efc42026-10-19 19:54:38, scoring_agentidentity id MBR-016386, confidence 1, method probabilistic, matched record TPA-56499, policy version 1
- Record linked automaticallya6b50c68c12026-10-19 19:52:09, scoring_agentidentity id MBR-016386, confidence 1, method probabilistic, matched record TPA-56499, policy version 1
- Record linked automaticallye5e4bf33f62026-10-19 19:45:42, scoring_agentidentity id MBR-016386, confidence 1, method probabilistic, matched record TPA-56499, policy version 1
- Record linked automatically5c4d7a3dca2026-10-19 19:32:31, scoring_agentidentity id MBR-016386, confidence 1, method probabilistic, matched record TPA-56499, policy version 1
- Record linked automatically97b257e2a12026-10-19 19:31:28, matching_agentidentity id MBR-010008, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414741