Record, CLM , bronze and silver
CLM-428196
Received 2026-01-10T06:33:43Z, line 94,770 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 | GARY·· | Gary | Changed |
| Middle | ·· | — | Unchanged |
| Last name | JENKINS | Jenkins | Changed |
| Date of birth | 19881204 | 1988-12-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 682-715-0949 | 6827150949 | Parsed |
| — | — | Unchanged | |
| Address | 9616 DESERT SKY BOULEVARD | 9616 Desert Sky Blvd | Changed |
| City | ·Los Angeles | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | 90006 | 90006 | Unchanged |
| Group | GRP-9734 | GRP-9734 | Unchanged |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.74
- Name key
- gary|jenkins
- Address key
- 9616|desert sky|90006
- Canonical first
- gary
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
- 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
- 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-428197 | 1.00 | Scored | — | Auto-linked |
| ENR-136981 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002966
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gary Jenkins, 1988-12-04, 3 records, Verified
Evidence
Matched against CLM-428197
| 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
5 hash-chained entries for this record
- Record linked automaticallyfe522ea0dc2026-10-22 12:43:53, scoring_agentidentity id MBR-002966, confidence 1, method probabilistic, matched record CLM-428197, policy version 1
- Record linked automatically86d9690e662026-10-19 19:54:38, scoring_agentidentity id MBR-002966, confidence 1, method probabilistic, matched record CLM-428197, policy version 1
- Record linked automaticallyef9f3db6752026-10-19 19:52:08, scoring_agentidentity id MBR-002966, confidence 1, method probabilistic, matched record CLM-428197, policy version 1
- Record linked automatically5a8979e0fb2026-10-19 19:45:41, scoring_agentidentity id MBR-002966, confidence 1, method probabilistic, matched record CLM-428197, policy version 1
- Record linked automatically483bc950902026-10-19 19:32:31, scoring_agentidentity id MBR-002966, confidence 1, method probabilistic, matched record CLM-428197, policy version 1