Record, CLM , bronze and silver
CLM-416014
Received 2026-03-06T13:53:31Z, line 62,701 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | BRIAN | Brian | Changed |
| Middle | — | — | Unchanged |
| Last name | GARCIA | Garcia | Changed |
| Date of birth | ·7/12/1978 | 1978-07-12 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (226) 828-8279 | 2268288279 | Parsed |
| brian.garcia89@yahoo.com | brian.garcia89@yahoo.com | Unchanged | |
| Address | 7222 Spring Street | 7222 Spring St | Changed |
| City | Columbus | Columbus | Unchanged |
| State | ·OH | OH | Changed |
| ZIP | ·43233 | 43233 | Changed |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- brian|garcia
- Address key
- 7222|spring|43233
- Canonical first
- brian
Quality flags
8 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
- 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 |
|---|---|---|---|---|
| CLM-416015 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000907
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brian Garcia, 1978-07-12, 2 records, Verified
Evidence
Matched against CLM-416015
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc1183e83452026-10-22 12:43:52, scoring_agentidentity id MBR-000907, confidence 1, method probabilistic, matched record CLM-416015, policy version 1
- Record linked automaticallyc38f2901af2026-10-19 19:54:38, scoring_agentidentity id MBR-000907, confidence 1, method probabilistic, matched record CLM-416015, policy version 1
- Record linked automatically61e08ce1e32026-10-19 19:52:08, scoring_agentidentity id MBR-000907, confidence 1, method probabilistic, matched record CLM-416015, policy version 1
- Record linked automatically6b1ee394a02026-10-19 19:45:41, scoring_agentidentity id MBR-000907, confidence 1, method probabilistic, matched record CLM-416015, policy version 1
- Record linked automatically87cdbb3ae12026-10-19 19:32:31, scoring_agentidentity id MBR-000907, confidence 1, method probabilistic, matched record CLM-416015, policy version 1
- Record linked automaticallyc842ebb3d02026-10-19 19:31:28, matching_agentidentity id MBR-000476, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-120949