Record, CLM, bronze and silver
CLM-427944
Received 2026-09-11T16:48:55Z, line 13,073 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 | NICHOLAS | Nicholas | Changed |
| Middle | ·· | — | Unchanged |
| Last name | GARCIA | Garcia | Changed |
| Date of birth | Nov 11, 1964 | 1964-11-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-3877 | •••-••-3877 | Unchanged |
| Phone | 579-919-5898 | 5799195898 | Parsed |
| — | — | Unchanged | |
| Address | 9584 Hillcrest Rd | 9584 Hillcrest Rd | Unchanged |
| City | EDEN PRAIRIE | Eden Prairie | Changed |
| State | ·MN | MN | Changed |
| ZIP | 55370-0760 | 55370 | Changed |
| Group | GRP-1861 | GRP-1861 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.74
- Name key
- nicholas|garcia
- Address key
- 9584|hillcrest|55370
- Canonical first
- nicholas
Quality flags
7 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-62343 | 1.00 | Scored | — | Auto-linked |
| ENR-136632 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-427945 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010958
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicholas Garcia, 1964-11-11, 3 records, Verified
Evidence
Matched against TPA-62343
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf40dee3e072026-10-22 12:43:54, scoring_agentidentity id MBR-010958, confidence 1, method probabilistic, matched record TPA-62343, policy version 1
- Record linked automatically7e378b7fd32026-10-19 19:54:38, scoring_agentidentity id MBR-010958, confidence 1, method probabilistic, matched record TPA-62343, policy version 1
- Record linked automatically2af939db312026-10-19 19:52:09, scoring_agentidentity id MBR-010958, confidence 1, method probabilistic, matched record TPA-62343, policy version 1
- Record linked automatically7993b9084c2026-10-19 19:45:42, scoring_agentidentity id MBR-010958, confidence 1, method probabilistic, matched record TPA-62343, policy version 1
- Record linked automaticallyae3a0b96112026-10-19 19:32:31, scoring_agentidentity id MBR-010958, confidence 1, method probabilistic, matched record TPA-62343, policy version 1