Record, CLM, bronze and silver
CLM-407909
Received 2026-05-18T21:16:14Z, line 23,481 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 | MICHELLE | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | LEE | Lee | Changed |
| Date of birth | 02/03/1952 | 1952-02-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 12468883201 | 2468883201 | Parsed |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | ·GRP-9051 | GRP-9051 | Changed |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- michelle|lee
- Address key
- —
- Canonical first
- michelle
Quality flags
4 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
- 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-407908 | 1.00 | Scored | — | Auto-linked |
| TPA-53486 | 1.00 | Scored | — | Auto-linked |
| ENR-110427 | 1.00 | Scored | — | Auto-linked |
| PRV-22341 | 0.83 | Scored | — | Sent to steward |
| TPA-53485 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010206
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michelle Lee, 1952-02-03, 6 records, Verified
Evidence
Matched against CLM-407908
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyecb943d2c32026-10-19 19:54:38, scoring_agentidentity id MBR-010206, confidence 1, method probabilistic, matched record CLM-407908, policy version 1
- Record linked automaticallyece53baec42026-10-19 19:52:09, scoring_agentidentity id MBR-010206, confidence 1, method probabilistic, matched record CLM-407908, policy version 1
- Record linked automatically2cb5c19c712026-10-19 19:45:42, scoring_agentidentity id MBR-010206, confidence 1, method probabilistic, matched record CLM-407908, policy version 1
- Record linked automaticallyd02994bac22026-10-19 19:32:31, scoring_agentidentity id MBR-010206, confidence 1, method probabilistic, matched record CLM-407908, policy version 1
- Record linked automaticallyd5b3b176be2026-10-19 19:31:28, scoring_agentidentity id MBR-007424, confidence 0.994, method probabilistic, matched record TPA-53463, policy version 1