Record, CLM, bronze and silver
CLM-410374
Received 2026-03-23T16:22:03Z, line 18,550 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 | RONALD | Ronald | Changed |
| Middle | B | B | Unchanged |
| Last name | ESPINOZA | Espinoza | Changed |
| Date of birth | 19380426 | 1938-04-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-18202-18 | UHC-18202-18 | Unchanged |
| SSN | •••-••-6991 | •••-••-6991 | Unchanged |
| Phone | (564) 384-0310 | 5643840310 | Parsed |
| NULL | — | Cleared | |
| Address | 4348 River Rd | 4348 River Rd | Unchanged |
| City | Nashville | Nashville | Unchanged |
| State | TN·· | TN | Changed |
| ZIP | 37289·· | 37289 | Changed |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.90
- Name key
- ronald|espinoza
- Address key
- 4348|river|37289
- Canonical first
- ronald
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| PRV-23002 | 0.99 | Scored | — | Auto-linked |
| ENR-113645 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021585
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Ronald Espinoza, 1938-04-26, 3 records, Verified
Evidence
Matched against PRV-23002
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyb10c7ca84e2026-10-22 12:43:54, scoring_agentidentity id MBR-021585, confidence 0.995, method probabilistic, matched record PRV-23002, policy version 1
- Record linked automatically0b04a343132026-10-19 19:54:38, scoring_agentidentity id MBR-021585, confidence 0.995, method probabilistic, matched record PRV-23002, policy version 1
- Record linked automatically9335bbc4cc2026-10-19 19:52:09, scoring_agentidentity id MBR-021585, confidence 0.995, method probabilistic, matched record PRV-23002, policy version 1
- Record linked automaticallyd257c8a58a2026-10-19 19:45:42, scoring_agentidentity id MBR-021585, confidence 0.995, method probabilistic, matched record PRV-23002, policy version 1
- Record linked automaticallye957d636c52026-10-19 19:32:31, scoring_agentidentity id MBR-021585, confidence 0.995, method probabilistic, matched record PRV-23002, policy version 1
- Record linked automatically0d790f53f12026-10-19 19:31:28, matching_agentidentity id MBR-003461, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54613