Record, CLM, bronze and silver
CLM-418128
Received 2026-04-21T15:54:24Z, line 30,756 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 | SHIRLEY | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | ·LE | Le | Changed |
| Date of birth | 2002-03-28 | 2002-03-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-24005-09 | UHC-24005-09 | Unchanged |
| SSN | •••-••-2050 | •••-••-2050 | Unchanged |
| Phone | 914.807.7555 | 9148077555 | Parsed |
| NULL | — | Cleared | |
| Address | 7260 MARKET STREET | 7260 Market St | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85220 | 85220 | Unchanged |
| Group | GRP-9159 | GRP-9159 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.74
- Name key
- shirley|le
- Address key
- 7260|market|85220
- Canonical first
- shirley
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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-58003 | 1.00 | Scored | — | Auto-linked |
| CLM-418127 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25375 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-123826 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000560
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Le, 2002-03-28, 5 records, Verified
Evidence
Matched against TPA-58003
| 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
6 hash-chained entries for this record
- Record linked automatically2d1df685652026-10-22 12:43:52, scoring_agentidentity id MBR-000560, confidence 1, method probabilistic, matched record TPA-58003, policy version 1
- Record linked automaticallya7937221242026-10-19 19:54:38, scoring_agentidentity id MBR-000560, confidence 1, method probabilistic, matched record TPA-58003, policy version 1
- Record linked automatically6078124dfa2026-10-19 19:52:08, scoring_agentidentity id MBR-000560, confidence 1, method probabilistic, matched record TPA-58003, policy version 1
- Record linked automatically410fd590aa2026-10-19 19:45:41, scoring_agentidentity id MBR-000560, confidence 1, method probabilistic, matched record TPA-58003, policy version 1
- Record linked automatically34f75c66992026-10-19 19:32:31, scoring_agentidentity id MBR-000560, confidence 1, method probabilistic, matched record TPA-58003, policy version 1
- Record linked automatically3ee35bd8a12026-10-19 19:31:28, matching_agentidentity id MBR-010062, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123718