Record, CLM , bronze and silver
CLM-401105
Received 2026-02-15T01:27:20Z, line 2,790 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 | ·JAMES | James | Changed |
| Middle | — | — | Unchanged |
| Last name | SARA | Sara | Changed |
| Date of birth | 1964-06-24 | 1964-06-24 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6574 | •••-••-6574 | Unchanged |
| Phone | (515) 208-7217 | 5152087217 | Parsed |
| — | — | Unchanged | |
| Address | ·2639 Sage Court | 2639 Sage Ct | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-1937 | GRP-1937 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- james|sara
- Address key
- 2639|sage|tempe
- Canonical first
- james
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-50493 | 0.98 | Scored | — | Auto-linked |
| CLM-401106 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013161
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Sara James, 1964-06-24, 3 records, Verified
Evidence
Matched against TPA-50493
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.93 | 3.0 | swapped |
| 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 automaticallyc158db61552026-10-19 19:54:38, scoring_agentidentity id MBR-013161, confidence 0.978, method probabilistic, matched record TPA-50493, policy version 1
- Record linked automatically215808edbe2026-10-19 19:52:09, scoring_agentidentity id MBR-013161, confidence 0.978, method probabilistic, matched record TPA-50493, policy version 1
- Record linked automatically6c37984c5b2026-10-19 19:45:42, scoring_agentidentity id MBR-013161, confidence 0.978, method probabilistic, matched record TPA-50493, policy version 1
- Record linked automatically74397d2a8d2026-10-19 19:32:31, scoring_agentidentity id MBR-013161, confidence 0.978, method probabilistic, matched record TPA-50493, policy version 1
- Record linked automaticallyb89905b9ab2026-10-19 19:31:28, matching_agentidentity id MBR-024179, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101529