Record, CLM, bronze and silver
CLM-400238
Received 2026-07-16T15:08:06Z , line 63,377 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 | Cruz, Emma | Emma | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Cruz | Changed |
| Date of birth | Sep 20, 1980 | 1980-09-20 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | ·UHC-00972-88 | UHC-00972-88 | Parsed |
| SSN | — | — | Unchanged |
| Phone | (447) 418-6681 | 4474186681 | Parsed |
| null | — | Cleared | |
| Address | — | — | Unchanged |
| City | NULL | — | Cleared |
| State | - | — | Cleared |
| ZIP | - | — | Cleared |
| Group | GRP-2319 | GRP-2319 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- emma|cruz
- Address key
- —
- Canonical first
- emma
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| ENR-100330 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027605
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Emma Cruz, 1980-09-20, 2 records, Verified
Evidence
Matched against ENR-100330
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically8ef812c4de2026-10-22 12:43:54, matching_agentidentity id MBR-027605, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100330
- Record linked automatically9cf32e971b2026-10-19 19:54:38, matching_agentidentity id MBR-027605, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100330
- Record linked automatically95b3f0672d2026-10-19 19:52:09, matching_agentidentity id MBR-027605, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100330
- Record linked automatically72fa3013d92026-10-19 19:45:42, matching_agentidentity id MBR-027605, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100330
- Record linked automaticallydd2e9e4f622026-10-19 19:32:31, matching_agentidentity id MBR-027605, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100330
- Record linked automatically00a80dfd392026-10-19 19:31:28, scoring_agentidentity id MBR-025612, confidence 1, method probabilistic, matched record TPA-50097, policy version 1