Record, CLM, bronze and silver
CLM-412514
Received 2026-03-26T19:59:31Z, line 62,795 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 | EMILY | Emily | Changed |
| Middle | U. | U | Changed |
| Last name | FORD | Ford | Changed |
| Date of birth | May 25, 1944 | 1944-05-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-79018-96 | UHC-79018-96 | Unchanged |
| SSN | •••-••-6542 | •••-••-6542 | Unchanged |
| Phone | (779) 950-6879 | 7799506879 | Parsed |
| ·UNKNOWN | — | Cleared | |
| Address | 8358 Valley View Dr | 8358 Valley View Dr | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85204-4082 | 85204 | Changed |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- emily|ford
- Address key
- 8358|valley view|85204
- Canonical first
- emily
Quality flags
6 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-116475 | 1.00 | Scored | — | Auto-linked |
| TPA-55508 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022238
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emily Ford, 1944-05-25, 3 records, Verified
Evidence
Matched against ENR-116475
| 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 automatically1e366172f92026-10-22 12:43:54, scoring_agentidentity id MBR-022238, confidence 1, method probabilistic, matched record ENR-116475, policy version 1
- Record linked automaticallya1f62ef6672026-10-19 19:54:38, scoring_agentidentity id MBR-022238, confidence 1, method probabilistic, matched record ENR-116475, policy version 1
- Record linked automatically11dfd26fc52026-10-19 19:52:09, scoring_agentidentity id MBR-022238, confidence 1, method probabilistic, matched record ENR-116475, policy version 1
- Record linked automatically81db889f982026-10-19 19:45:42, scoring_agentidentity id MBR-022238, confidence 1, method probabilistic, matched record ENR-116475, policy version 1
- Record linked automaticallycd5f0530c52026-10-19 19:32:31, scoring_agentidentity id MBR-022238, confidence 1, method probabilistic, matched record ENR-116475, policy version 1
- Record linked automatically255cf473642026-10-19 19:31:28, matching_agentidentity id MBR-018657, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116589