Record, CLM, bronze and silver
CLM-431475
Received 2026-05-22T01:51:24Z , line 23,379 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | EMILY | Emily | Changed |
| Middle | F | F | Unchanged |
| Last name | DEAN | Dean | Changed |
| Date of birth | 1938-09-11 | 1938-09-11 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | uhc-59103-27 | UHC-59103-27 | Parsed |
| SSN | •••-••-4015 | •••-••-4015 | Unchanged |
| Phone | 809.575.3906·· | 8095753906 | Parsed |
| NULL | — | Cleared | |
| Address | 45 Oak Street | 45 Oak St | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80259 | 80259 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- emily|dean
- Address key
- 45|oak|80259
- Canonical first
- emily
Quality flags
8 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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 |
|---|---|---|---|---|
| ENR-141335 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-29210 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-29211 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-63901 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027573
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Emily Dean, 1938-09-11, 5 records, Verified
Evidence
Matched against ENR-141335
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically4e1d76873d2026-10-22 12:43:54, matching_agentidentity id MBR-027573, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141335
- Record linked automatically3ad9b711c52026-10-19 19:54:38, matching_agentidentity id MBR-027573, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141335
- Record linked automatically577c7b093c2026-10-19 19:52:09, matching_agentidentity id MBR-027573, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141335
- Record linked automatically27a28b3ed32026-10-19 19:45:42, matching_agentidentity id MBR-027573, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141335
- Record linked automaticallyc540c0c83a2026-10-19 19:32:31, matching_agentidentity id MBR-027573, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141335
- Record linked automaticallyba74e68caa2026-10-19 19:31:28, matching_agentidentity id MBR-011191, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431474